Monday, September 07, 2015

Thoughts on KDD 2015

Last month I attended KDD 2015 in beautiful Sydney, Australia. For those who don't know, KDD is the premier international conference for applied machine learning & data mining, and is often the venue for some of the most interesting data analysis research projects. Despite concerns that KDD 2015 would be a let down after KDD 2014 was such a great success in New York City, overall KDD 2015 was a fantastic conference, with an excellent lineup of invited speakers and plenty of interesting papers. Congratulations also to my PhD advisor Thorsten Joachims, who not only did a great job as PC Co-Chair, but also was the recipient of a Test of Time Award for his work on Optimizing Search Engines using Clickthrough Data.

Data Science for Science

One of the biggest themes at KDD 2015 was applying data science to support the sciences, which is something that's been on my mind a lot recently. Hugh Durrant-White gave a great keynote on applying machine learning to discovery processes in geology and ecology. One thing that jumped out of his talk was how challenging it is to develop models that are interpretable to domain experts. This issue is ameliorated in his settings because he largely focused on spatial models which are easier to visualize and interpret.

Susan Athey gave another keynote on the interplay between machine learning and causal inference in policy evaluation, which is an important issue for the sciences as well. I must admit, most of the talk went over my head, but there was some interesting debate after the talk about whether causality should be the goal or rather just more "robust" correlations (whatever that might mean).

I also really enjoyed the Data-Driven Science Panel, where the debate got quite heated at times. Two issues in particular stood out. First, what should be the role of machine learning and data mining experts in the ecosystem of data-driven science? One the one hand, computer scientists have historically had a large impact by developing systems and platforms that abstract away low-level complexity and empower the end user to be more productive. However, how to achieve such a solution in a data-rich world is a much messier (or at least different) type of endeavor. There are, of course, plenty of startups that address aspects of this problem, but a genuine scalable solution for science remains elusive.

A second issue that was raised was whether computational researchers have made much of a direct impact on the sciences. The particular area, raised by Tina Eliassi-Rad, is the social sciences. Machine learning and data mining have taken great interest in computational social science via studying large social networks. However, it is not clear to what extent computational researchers have directly made an impact to traditional social science fields. Of course, this issue is tied back to what the role of computational researchers should be. On the one hand, many social scientists do use tools made by computational people, so the indirect impact is quite clear. Does it really matter that there hasn't been much direct impact?

Update on MOOCs

Daphne Koller gave a great keynote on the state of MOOCs and Coursera in particular. It seems that MOOCs nowadays are much smarter about their consumer base, and have diversified the way they deliver content and measure success for a wide range of students. For example, people now understand much better the different needs of college aspirants (who use MOOCs to supplicant high school & college education) versus young professionals (who use MOOCs to get ahead in their careers) versus those seeking vocational skills (which is very popular in less developed countries).

One striking omission that was pointed out during the Q&A was that MOOCs have mostly abandoned the pre-college demographic, especially before high school. In retrospect, this is not too surprising, in large part due to the very different requirements for primary and secondary education across different states and school districts. But it does put a damper on the current MOOC enthusiasm, since many problems with education start much earlier than college.

Lessons Learned from Large-Scale A/B Testing

Ron Kohavi gave a keynote on lessons learned from online A/B testing. The most interesting aspect of his talk was just how well-tuned the existing systems are. One symptom of a highly tuned system is that it becomes very difficult to intuit about whether certain modifications will increase or decrease the performance of the system (or have no effect). For example, he gave the audience a number of questions to the audience, such as: "Does increasing the description of the sponsored advertisements lead to increased overall clicks on ads?" Basically, the audience could not guess better than random. So the main lesson is to basically to follow the data and don't be to (emotionally) tied to your own intuitions when it comes to optimizing large complex industrial systems.

Sports Analytics Workshop

I co-organized the 2nd workshop on Large-Scale Sports Analytics. I tried to get more eSports into the workshop this year, but alas fell a bit short. Thorsten did give an interesting talk that used eSports data, although the phenomenon he was studying was not specific to eSports. In many ways, eSports is an even better test bed for sports analytics than traditional sports because game replays track literally everything.

Within the more traditional sports regimes, it's clear that access to data remains a large bottleneck. Many professional leagues are hoarding their data like gold, but sadly do not have the expertise leverage the data effectively. The situation actually seems better in Europe, where access to tracked soccer (sorry, futbol) games are relatively common. In the US, it seems like the data is only available to a select few sports analytics companies such as Second Spectrum. I'm hopeful that this situation will change in the near future as the various stake holders become more comfortable with the idea that it's not the raw data that has value, but the processed artifacts built on top of that data.

Interesting Papers

There were plenty of interesting research papers at KDD, of which I'll just list a few that I particularly liked.

A Decision Tree Framework for Spatiotemporal Sequence Prediction
by Taehwan Kim, Yisong Yue, Sarah Taylor, and Iain Matthews
I'll start with a shameless piece of self-advertising. In collaboration with Disney Research, we trained a model to generate visual speech, i.e., animate the lower face in response to audio or phonetic inputs. See the demo video below:

More details here.

Inside Jokes: Identifying Humorous Cartoon Captions
by Dafna Shahaf, Eric Horvitz, and Robert Mankoff
Probably the most interesting application at KDD was on studying the anatomy of a joke. While the results may not seem too surprising in retrospect (e.g., the punchline should be at the end of the joke), what was really cool was that the model could quantify if one joke was funnier than another joke (i.e., rank jokes).

Cinema Data Mining: The Smell of Fear
by Jörg Wicker, Nicolas Krauter, Bettina Derstorff, Christof Stönner, Efstratios Bourtsoukidis, Thomas Klüpfel, Jonathan Williams, and Stefan Kramer
This was a cool paper that studied how the exhaled organic particles vary in response to different emotions. The authors instrumented a movie theater's air circulation system with chemical sensors, and found that the chemicals you exhale are indicative of various emotions such as fear or amusement. The author repeatedly lamented the fact that they didn't do this for any erotic films, and so they don't know what the cinematic chemical signature of arousal would look like.

Who supported Obama in 2012? Ecological inference through distribution regression
by Seth Flaxman, Yu-Xiang Wang, and Alex Smola
This paper presents a new solution to the ecological inference problem of inferring individual level preferences from aggregate data. The primary data testbed were county-wise election outcomes and demographic data that reported at a different granularity or overlay. The main issue is how to estimate, e.g., female preference for one presidential candidate, using just these kinds of aggregate data.

Certifying and removing disparate impact
by Michael Feldman, Sorelle Friedler, John Moeller, Carlos Scheidegger, and Suresh Venkatasubramanian
Many people assume that, because algorithms are "objective" then they can't be biased or discriminatory. This assumption is invalid because the data or features themselves can be biased (cf. this interview with Cynthia Dwork). The authors of this paper propose a way to detect & remove bias in machine learning models that is tailored to the US legal definition of bias. The work is, of course, preliminary, but this paper was arguably the most thought provoking of the entire conference.

Edge-Weighted Personalized PageRank: Breaking A Decade-Old Performance Barrier
by Wenlei Xie, David Bindel, Alan Demers, and Johannes Gehrke
This paper proposes a reduction approach to personalized PageRank that yields a computational boost by several orders of magnitude, thus allowing, for the first time, personalized PageRank to be computed at interactive speeds. This paper was also the recipient of the best paper award.


1 – 200 of 234   Newer›   Newest»
Brendan O'Connor said...

whether computational researchers have made much of a direct impact on the sciences -- it's a good point that only a small amount of computational work on ostensible social topics has had much of an impact on social science (I still think there are some great examples, but certainly it's a much smaller amount than it could be). But I feel like lots of computational research has had a big impact on the natural sciences, such as numeric computing methods, which are very widely used in many different scientific and engineering disciplines. Climate simulation and weather forecasting are nice examples. There's this whole field "scientific computing" which just happens to be very well connected to the current conception of data mining and/or machine learning.

I don't know it well so maybe I'm wrong in thinking of it as being connected to "computational research"? But why do we ignore it in these discussions?

Unknown said...

I think the KDD community is largely separated from the scientific computing community, and is more focused on data mining issues. But your general point stands.

private dive charter in cabo san lucas said...


rhetorical analysis ideas said...

I really like this post.

Sathya said...

Nice post. It is really interesting. Thanks for sharing the post!
fridge online
buy fridge online
buy refrigerator online
Washing Machine Online
Washing Machine Offers
Buy Washing Machine Online
Online Shopping

Laxman S said...

I’m really impressed with your article, such great & usefull knowledge you mentioned here. Thank you for sharing such a good and useful information here in the blog
Kindly visit us @
Social Media Marketing Company | SMO Company India
Social Media Marketing Packages in India
PPC Campaign Price | Google Adwords Pricing in india
PPC Company in India | PPC Services India
Google Adwords company in India | Google Adwords Services in India
Best SEO Company in india | SEO Services in India
Bulk SMS Service India | Bulk SMS India

Sathya said...

Interesting information and attractive.This blog is really rocking... Yes, the post is very interesting and I really like it.I never seen articles like this. I meant it's so knowledgeable, informative, and good looking site. I appreciate your hard work. Good job.
Kindly visit us @
Sathya Online Shopping
Buy AC Online | AC Online Shopping | AC Price | Buy Air Conditioner Online
Inverter Split AC | Best Inverter AC | Split AC Price | Buy Split AC Online
Smart LED TV | Smart TV Price | LED TV Online | Buy LED TV Online
Laptop Online | Laptop Price | Buy Laptop Online | Best Laptop
Buy Ultra HD TV Online
Buy HD Ready LED TV
Buy Mobile Online

basha said...

Magnificent blog I visit this blog it's extremely wonderful. Interestingly, in this blog content composed plainly and reasonable. The substance of data is useful.
Oracle Fusion HCM Online Training
Oracle Fusion SCM Online Training
Oracle Fusion Financials Online Training
Big Data and Hadoop Training In Hyderabad
oracle fusion financials classroom training
Workday HCM Online Training
Oracle Fusion HCM Classroom Training
Workday HCM Online Training
oracle cpq online training / Oracle CPQ Class Room Training
Oracle Taleo Online Training

shivani said...

A befuddling web diary I visit this blog, it's incredibly grand. Strangely, in this present blog's substance made motivation behind fact and sensible. The substance of information is instructive
Oracle Fusion Financials Online Training
Oracle Fusion HCM Online Training
Oracle Fusion SCM Online Training

Mobile app Development said...

Amazing Article! I have bookmarked this article page as I received good information from this. We are the best Website Designing Company in Noida & Website Designing Company in Mumbai.

The India said...

PPC Service in Delhi
PPC Companies in Delhi
SEO Company in Delhi
SEO Company in Delhi NCR
SMO Company in Delhi
SMO Company in India

creative web solution said...

Get The Best Repairing Service of office chairs shockers of your sofa or billiards and more other furniturea at best price.For more info visit our site given below :-

Chair Repairing in nawada
Shocker Repairing in dwarka
Sofa Repairing in delhi ncr
Furniture Repairing in janakpuri
Billiards Repairing in nehru place
chair repair in dwarka
sofa repair in south delhi
shocker repair in nawada
furniture repair in nawada

creative web solution said...

Get the best furniture manufacturers in delhi ncr for more info visit our site
top Sofa Manufacturers in Delhi
Sofa set manufacturers in Delhi
Best Furniture dealers in Delhi
Furniture repairing in Delhi
Sofa repairing in Delhi
designed furniture manufacturers in delhi
Best bed repairing in Delhi
Best furniture manufacturing in Delhi NCR
headboard manufacturing services
Best headboard manufacturing  manufacturers in Delhi
 Home Furniture repairing in Delhi

Unknown said...

Rice Bags Manufacturers
Pouch Manufacturers
wall putty bag manufacturers
Lyrics with music

Unknown said...

we have provide the best ppc service.
ppc company in gurgaon
website designing company in Gurgaon
PPC company in Noida
seo company in gurgaon
PPC company in Mumbai
PPC company in Chandigarh

Unknown said...

we have provide the best fridge repair service.
fridge repair in faridabad
Videocon Fridge Repair in Faridabad
Whirlpool Fridge Repair in Faridabad
Hitachi Fridge Repair In Faridabad
Washing Machine Repair in Noida
godrej washing machine repair in noida
whirlpool Washing Machine Repair in Noida
IFB washing Machine Repair in Noida
LG Washing Machine Repair in Noida

Unknown said...

gmp certification in delhi
ISO Certification in Noida
iso certification in delhi
ce certification in delhi
iso 14001 certification in delhi
iso 22000 certification in delhi
iso consultant in delhi
rohs certification in delhi
website designing services
seo serivces in delhi

creative web solution said...

We are the best service provider for the ads and posters on auto or wall paints for all informations visit our site

Rural wall painting advertising
Auto rickshaw ad in delhi
Advertising wall painting
Auto Rickshaw advertising
Digital wall painting
Hoardings in Delhi
Wall painting advertising
Outdoor advertising
Outdoor Advertising Companies in Delhi
Hoarding advertising

creative web solution said...

Get the best and cheapest sound systems led wals lfd screen and more other components on rent for more info visit our site
Projector on rent
4K LED TV on rent
Sound system on rent
LED Wall on rent
LFD Video wall on rent
Touch Screen Monitor on rent
LFD Video wall for exhibition
Projector and screen
Professional Sound System
LED display wall on rent

creative web solution said...

Get the best nursing services baby care services medical equipment services and allso get the physiotherapist at home in Delhi NCR For more information visit our site

nursing attendant services in Delhi NCR
medical equipment services in Delhi NCR
nursing services in Delhi NCR
physiotherapist at home in Delhi NCR
baby care services in Delhi NCR

creative web solution said...

Get the best packer mover service we are one of the top rated packer and movers for more info visit our site :-

best packer and mover service provider in Raj Nagar
top packer and mover service provider on hidan airport
top rated packer and mover in indirapuram
best packer and mover service in mohan nagar
best packer and mover service in Ghaziabad
mover and packer service provider in vaishali
packer and mover service provider in murad nagar
best packer mover service in lal kuan

creative web solution said...

Are you searching for a home maid or old care attandents or baby care aaya in india contact us and get the best and experianced personns in all over india for more information visit our


best patient care service in India
Male  attendant service provider in India
Top critical care specialist in India
Best physiotherapist providers in India
Home care service provider in India
Experienced Baby care aaya provider in India
best old care aaya for home in India
Best medical equipment suppliers in India

creative web solution said...

Weare one of the best furniture repairing service provider in delhi gurgaon for more info visit our site :-

Best Carpenters service provider in Gurgaon
best Office Furniture Manufacturers in Noida
Furniture repairing service provider in Delhi
Best Sofa Set Repair and Services in Gurgaon
Wooden Furniture Repair and Service in Noida
best furniture manufacturers in Delhi
Office Furniture Repair and Services in Gurgaon

creative web solution said...

We are one of the top rated pest control service provider in delhi for more information visit our site :-

Lizard pest control service provider in Laxmi Nagar
Cockroach pest control service provider in Noida
Cockroach pest control service provider in PreetVihar
Fly pest control service provider in Connaught place
fly pest control service in MayurVihar Phase -1
mosquitoes pest control service provider in Ghaziabad
termite treatment service provider in Vasundhara
Best pest control service provider in all over Gurgaon
best fogging service provider in Vaishali
Fogging service provider in MayurVihar Phase-2

creative web solution said...

We are one of the best man power suppliyers for housekeeping or security and for more other fields for more info visit our site :-

Best Housekeeping services provider in south Delhi
Best Housekeeping services provider in Faridabad
Personal security service provider in south Delhi
Best manpower provider in faridabad
Best Facility management service provider in Faridabad
Best Facility management service provider in south Delhi

creative web solution said...

We are one of the best service provider in nursing and more other patient care for all details visit our site :-

Male nursing attendant service provider in Delhi NCR
Female nursing attendant service provider in Delhi NCR
Newborn baby aaya service provider in Delhi NCR
Nurse at home service provider in Delhi NCR
Patient care taker service provider in Delhi NCR
Medical equipment on rent provider in Delhi NCRs

creative web solution said...

We are one of the best sofa drycleaning service provider and more other service visit our site :-

Best Sofa dry cleaning service in south Delhi
Best carpet cleaning service in south Delhi
Best Room disinfection service in South Delhi
floor scrubbing polishing services in Delhi Gurgaon
Best Residential Deep Cleaning service in south Delhi
Best Toilet Cleaning service in Delhi Gurgaon
Tank cleaning service provider in south Delhi
Commercial deep cleaning service in Delhi Gurgaon
Best floor crystallization service in Delhi Gurgaon
Best Kitchen cleaning service in south Delhi

creative web solution said...

We are providing the best nursing service provider in delhi and delhi delhi ncr for more information visit our site :-

Best Nursing service provider in Delhi NCR
Trained Nursing attendants provider in Delhi NCR
Experienced aaya service provider in Delhi NCR
Trustworthy Maid for domestic help in Delhi NCR
experienced japa maid provider in Delhi NCR
Best Nursing service provider in South Delhi
Trained Nursing attendants provider in south Delhi
Experienced aaya service provider in south Delhi
Experienced Japa Maid  Provider in South Delhi
Trustworthy Maid for Domestic Help in South Delhi

pubg mobile said...

Excellent Blog! I would like to thank for the efforts you have made in writing this post. I am hoping the same best work from you in the future as well.
I wanted to thank you for this websites! Thanks for sharing. Great websites!
pubg mobile apk
pubg lite
pubg apk
pubg mobile lite

anita sharma said...

we are providing the Best Hot Play boy service in Delhi and we arealso known as Best Gigolo Registration service in Delhi

Top Play boy service in Delhi NCR
Best Hot Play boy service in Delhi
Smart Call boy service in delhi
Mature call boy service in Delhi NCR
Best Gigolo service in Delhi NCR
Best Gigolo Registration service in Delhi
Male escort service in delhi Ncr
Best Male escort service in delhi

creative web solution said...

We are one of the best manufacturer and also a great company in allover delhi ncr Best Branded Lift Company in Delhi NCR for more info visit our site

Lift company in Delhi
Elevator Maintenance service in Ghaziabad
Elevator AMC service in Noida
Hydraulic Lift company in Delhi NCR
Best Elevator Company In Gurgaon
Lift Modernization Company in delhi NCR
Top elevators company in delhi NCR
Best Branded Lift Company in Delhi NCR
Best Elevators Manufacturers Company in Delhi NCR
Lift Company near me
Elevator manufacturer company in Ghaziabad

Susan said...

I really loved reading your blog. It was very well authored and easy to undertand. Unlike additional blogs I have read which are really not tht good. I also found your posts very interesting. In fact after reading. I had to go show it to my friend and he ejoyed it as well!
things to do

Rhianne Jhane said...

Excellent, what a webpage it is! This webpage provides valuable data to us, keep it up.

acmarket said...

Thankyou for the valuable information.iam very interested with this one.
looking forward for more like this.

ac market

Anonymous said...

I like it very much and thank you for such a beautiful and marvelous share. And i like to share about BPSGMC Notification to get more information.

digitaltucr said...

I finally found great post here.I will get back here. I just added your blog to my bookmark sites. thanks.Quality posts is the crucial to invite the visitors to visit the web page, that's what this web page is providing.
ExcelR data analytics courses
ExcelR data Science course in Mumbai
data science interview questions
business analytics courses

hrroman said...

If you are stuck with your online management assignment then in this case you can opt for our Management

Assignment help
. we provide the best assignment assignment help online .
We also provide Leadership 20Assignment 20Help. for students across the globe.
for more information contact us +16692714848

Blog27999 said...

If you're looking to lose weight then you have to start using this brand new personalized keto meal plan diet.

To produce this service, certified nutritionists, personal trainers, and professional cooks have united to develop keto meal plans that are productive, decent, price-efficient, and enjoyable.

From their launch in early 2019, hundreds of clients have already remodeled their body and well-being with the benefits a proper keto meal plan diet can offer.

Speaking of benefits; clicking this link, you'll discover eight scientifically-certified ones given by the keto meal plan diet.

python training in vijayawada said...

This is a wonderful article, Given so much info in it, Thanks for sharing. CodeGnan offers courses in new technologies and makes sure students understand the flow of work from each and every perspective in a Real-Time environmen python training in vijayawada. , data scince training in vijayawada . , java training in vijayawada. ,

Anebellyliza said...

Thanks a lot for sharing it, that’s truly has added a lot to our knowledge about this topic. Have a more success ful day. always find something interesting.
Data Science Training In Hyderabad

customized gifts for him said...

My online shop provides professional and customized pillow ! include rustic pillow covers,rustic pillows for couch,decorative pillow shams and other pillow!
rustic pillows for couch
children's decorative pillows
pillow covers geometric

customized gifts for him said...

My online shop provides professional and customized pillow ! include rustic pillow covers,rustic pillows for couch,decorative pillow shams and other pillow!
linen pillow covers
geometric pillow
solid throw pillow covers

bhupesh saini said...

Sarkari Result Apply

priyash said...

wonderful article. Very interesting to read this article.I would like to thank you for the efforts you had made for writing this awesome article. This article resolved my all queries. keep it up.
data analytics course in Bangalore

YDS said...

Thanks for provide great informatic and looking beautiful blog, really nice required information & the things i never imagined and i would request, wright more blog and blog post like that for us. Thanks you once agian

birth certificate in delhi
name add in birth certificate
birth certificate in gurgaon
birth certificate correction
birth certificate in noida
birth certificate online
birth certificate in ghaziabad
birth certificate in india
birth certificate apply online
birth certificate in bengaluru

Ravi chauhan said...

Thanks for provide great informatic and looking beautiful blog, really nice required information & the things i never imagined and i would request, wright more blog and blog post like that for us. Thanks you once agian

death certificate in delhi
death certificate in bangalore
death certificate in mumbai
death certificate in faridabad
death certificate in gurgaon
death certificate in noida
duplicate driving licence delhi
death certificate online
death certificate
death certificate apply online

BestTrainingKolkata said...

It is truly an honour to run across informational content like the one you have written. You are evidently knowledgeable on this written topic and you have unique views to share.
SAP training in Kolkata
Best SAP training in Kolkata
SAP training institute in Kolkata

BestTrainingMumbai said...

It is really great to know you being a responsible writer did take care about the information you have provided in this article.
SAP training in Mumbai
Best SAP training in Mumbai
SAP training institute Mumbai

CloudLearn ERP said...

Wow! This article is jam-packed full of useful information. The points made here are clear, concise, readable and poignant. I honestly like your writing style.
Best Data Science training in Mumbai

Data Science training in Mumbai

priyash said...

Very interesting to read this article.I would like to thank you for the efforts you had made for writing this awesome article. This article inspired me to read more. keep it up.
Correlation vs Covariance
Simple linear regression
data science interview questions

Vipin Chauhan said...

Thanks for provide great informatic and looking beautiful blog, really nice required information & the things i never imagined and i would request, wright more blog and blog post like that for us. Thanks you once agian

name change procedure in ghaziabad
name change procedure delhi
name change procedure gurgaon
name change in faridabad
name change in noida
name change
name change in india
name change procedure in bangalore
name change procedure in rajasthan
name change procedure in maharashtra

Nouman Shakeel said...

usa whatsapp group links
50 most popular women

Anirban Ghosh said...

You must have a lot of pride in writing quality content. I'm impressed with the amount of solid information you have written in your article. I hope to read more.
SAP training in Kolkata
SAP training Kolkata
Best SAP training in Kolkata
SAP course in Kolkata
SAP training institute Kolkata

Assignment Help said...

Use Assignment Help Online services if you don’t find anything to compose your academic paper or homework. Sometimes, you can’t concentrate on your studies because of being busy with many activities and find hard to write your assignment. So, take the online help of experts and find some more hands for drafting the documents. When you don’t find sufficient time for managing the different activities of assignment writing, then you have to make the right option. This is the best option to finish your papers without any tension.
Online Assignment
help with my assignment

Priyanka said...

Attend The Data Analyst Course From ExcelR. Practical Data Analyst Course Sessions With Assured Placement Support From Experienced Faculty. ExcelR Offers The Data Analyst Course.
Data Analyst Course

Anirban Ghosh said...

I'm highly dazed with the quality of the content which you have penned down. This is a splendid article! Your article has all the necessary information on the respective topic.
SAP training in Kolkata
SAP training Kolkata
Best SAP training in Kolkata
SAP course in Kolkata

CloudLearn ERP said...

You have provided finicky information for a new blogger so it has turned out to be really obliging. Keep up the good work!
Data Science training in Mumbai
Data Science course in Mumbai
SAP training in Mumbai

Priyanka said...

Attend The Business Analytics Courses From ExcelR. Practical Business Analytics Courses Sessions With Assured Placement Support From Experienced Faculty. ExcelR Offers The Data Analytics Courses.
Business Analytics Courses

Open bin files said...

Open bin files

Open apk file on PC said...

Open bin files

How to open apk file said...

Open apk file

harryparker0123 said...

To use the QuickBooks application hassle-free, you need to make sure to update it to the latest version. That's one of the solutions to fix the QuickBooks Error 80029c4a
. Also, please verify that you have installed the antivirus software in your PC, and it is not blocking the QB from loading essential files. If still, the error 80029c4a doesn't resolve, then uninstall the QuickBooks. Visit the Control Panel, click Programs and Features, and click over the QuickBooks icon. Here select Uninstall or Change, click Remove and choose Next. Now visit the QuickBooks homepage and reinstall the latest version to resolve the QB error code 80029c4a.

Anonymous said...

Amazing Article ! I would like to thank you for the efforts you had made for writing this awesome article. This article inspired me to read more. keep it up.
Simple Linear Regression
Correlation vs covariance
data science interview questions
KNN Algorithm
Logistic Regression explained

sofihayat said...

Thanks for sharing this great Post.

Hi, I am Sofi Hayat, I am working as a tech expert at email support. I have 3 years of experience in this field. If you have any problems related to centurylink email settings, etc, then please contact for instant help related to email problems.

Assignment Help said...

Online Assignment Help is the effective source of getting experts’ help for composing academic papers. Connecting with the well-qualified professionals allows you to acquire top grades and complete knowledge of any subject. By using Assignment Help services, students can complete their assignment on time. Students who have no ideas how to start their papers, they can search for to compose their documents.
Online Assignment Help

PNJ Sharptech said...

Website development is the most crucial part to mark a strong online presence. Be it selling online or creating an informative blog, one cannot attract visitors without an eye-catching website. Moreover, the sales figure's rise or decline also depends on how well managed your website is. The professional web development company can help you create an impeccable impression on your visitors. Contact our developers now!

Anonymous said...

very well explained .I would like to thank you for the efforts you had made for writing this awesome article. This article inspired me to read more. keep it up.
Simple Linear Regression
Correlation vs covariance
data science interview questions
KNN Algorithm
Logistic Regression explained

Open bin files said...

Open bin files


Get the best and free consultation directly from the top nri legal advisors in India. It is the only nri law firm in India that provide the best and top nri legal services to their clients along with the best results. RK Legal Advisors having a team of professional NRI Lawyers with many years of experience able to deliver the best results. If you want to know more then visit the official website of rk legal advisors.
For more info visit: online jpeg image optimizer

Assignment Help CA said...

Sometimes you don’t have time to complete your assignment before deadlines. And due to late submission you can’t get full marks, if you are looking help for completing your assignment then you can contact us. We are providing Online assignment help and we have a team of professional’s academic writers who are more eligible to complete your assignments on time and accurate. For more information visit our website or call us on or Toll free numbers.

HP Printer Troubleshooting said...

Wi-Fi protected setup is one of the ways to setup a wireless connection. If you are finding WPS Pin on your HP printer then apply the given steps to easily find the pin number.

DataScience Specialist said...

I have to search sites with relevant information ,This is a
wonderful blog,These type of blog keeps the users interest in
the website, i am impressed. thank you.
Data Science Course in Bangalore

DataScience Specialist said...

I have to search sites with relevant information ,This is a
wonderful blog,These type of blog keeps the users interest in
the website, i am impressed. thank you.
Data Science Training in Bangalore

Sofikarter said...
This comment has been removed by the author.
Sofikarter said...

Thanks for sharing post.

Hi, I am Sofi Karter, We are the best independent technical support provider, providing online technical support services including live phone and chat support services for how do activate users. If you are encountering by

alex said...

When QuickBooks is unable to initialize license properties then it displays ‘Error 3371- QuickBooks could not load the license data’. You can fix it with the help of QuickBooks tool hub in the following ways:
• Close QuickBooks and download the latest version of QuickBooks Tool Hub
• Save the file on your desktop and open it once it has been downloaded
• Follow the instructions that flash on the screen and install it
• Once it is installed, click on the icon twice to open it and fix the issue
You can get in touch with us if you are unable to fix Quickbooks error 3371 and our experts will help you out with the best of their knowledge.

Seo Services said...

online tools seller service.

Anonymous said...

Group Buy SEO Tools comes up with a plethora of SEO tools, which are designed by top SEO professionals. If you are looking to get your online presence going then this is the perfect option for you.

Maya Bansal said...

My name is Maya Bansal. I am 23 years old an adult entertainer with extreme stamina. I am always available to give you the best Agencys at affordable rates. I have big boobs, a charming face with a perfect body figure. I am a sexy Female Escorts in City. I will be the best companion for you and you will enjoy every single second with me. You will be fully fresh after and energetic after taking the best Agencys with Call Girls in City.
Ludhiana Escorts Agency ##
Hyderabad Escorts Agency ##
Amritsar Escorts Agency ##
Ranchi Escorts Agency ##
Chandigarh Escorts Agency ##
Patna Escorts Agency ##
Jamshedpur Escorts Agency ##
Agra Escorts Agency ##

Rabia Rao said...

Welcome to Thane Escorts Service, If you want a real girlfriend experience and wild energetic sexual satisfaction by Escorts in Thane then please contact us here we have many young and hot models, Russian Girls, VIP Call Girls in Thane are working as Escorts Service in Thane. Contact us anytime we provide girls at your home or hotel on the best affordable rate.

Nancy Brown said...

There can be times when you might have an interface issue and that may result in unlock Facebook account situation. To get the issue resolved, you can use the help that is offered on the tech assistance sites or you can dial the help number to get in touch with the support team.

KT Travel Blogger said...

Such an amazing post,enjoy to read this article,like the way you write, informative post, keep posting.
3 Star Hotel of Mussoorie mallroad
Latest Sport News
Top 10 hotels in himachal pradesh
A Trip to Mount Abu

Abella Arora said...

Hello, friends, we have many girls are working as Female Escorts in Udaipur and we provide young girls from the past 3 years. Our all girls are well trained for specially trained for Udaipur Escorts Service. They all girls can do anything and give more satisfaction according to your desire. If anyone wants to 100% guaranteed physical satisfactions or more enjoyments with our girls then please contact us directly any time.

Assignment Help Pro said...

If you could just envision the number of students who are whining about confounded assignments requiring a lot of time and nerves. Here, each student can purchase a Research Paper Helper and thusly, make his/her academic cycle run smoothly. Your request will be cultivated by the best degree masters. We have dedicated research paper helpers who are always ready to give you impressive service in the best and possible timeframe.

Assignment Help Pro said...

Use Assignment Help Malaysia organizations if you don't find anything to shape your insightful paper or homework. From time to time, you can't zero in on your examinations taking into account being busy with various activities and find hard to make your task. Along these lines, take the online assistance of masters and find some more hands for drafting the records. Right when you don't find sufficient time for managing the different activities of task forming, by then you need to make the right other option. This is the best choice to finish your papers with no weight.

Unknown said...

Wow ! Amazing information showing through your blog, it's a beautiful decoration things.Thanks for sharing.
Best Furniture Manufacturers in South Delhi
Best Furniture Manufacturers in Delhi NCR

Nouman Shakeel said...

I am happy to find your distinguished way of writing the post. Now you make it easy for me to understand and implement the concept. Thank you for the post.
girl names
boy names
angel name
tree names
baby girl names

baroncorrz said...

Not able to print and get Epson Printer Offline messages on your screen? Well, as the message describes, your Epson printer Offline fix and hence cannot print anything. Such an error can occur due to various reasons like if your printer isn’t configured properly, if there’s some issue with the connection, or if you have enabled the Use printer offline feature accidentally. Depending on the issue, you can work on the fix accordingly. In the beginning, you should try restarting your printer, computer, and WiFi (in case of a wireless printer) and check if that works for you. Secondly, ensure all the connections are made properly and fix any loose ends. Also, check your printer screen, for any error codes and work on that first.
You can use our Epson printer offline troubleshooting guide for a complete solution regarding your issue. Or you can also reach us directly on our Epson Printer Support number for remote assistance from our printer experts.

alex said...

QuickBooks error code 1603 occurs when the components required to run QuickBooks are not available due to a damaged backend or corrupted file problems. To eliminate it you will need to resolve the issues with Microsoft .net framework, Windows problem or address the damaged Microsoft MSXML and C++ files. You can simply download the QuickBooks tool hub from Intuit’s website and run the tool to fix the QuickBooks error 1603. Lastly, you must update your windows to the latest version to avoid such errors.

Homework Helper said...

Often, the student keeps spending nights sleeplessly in finishing the assignments provided where this might keep stressing them greatly. Homework Help online is here bringing these students the solutions expertly. This keeps offering this ecosystem of self-study robustly where these students keep availing in reaching our expert tutors and clearing their doubts.

Eswaran ravin said...

Our SEO group buy tools is personalized and works well for Windows, Mac and Linux on every operating system. We have quick signup and directly after payment deliver one-click access or direct access.

neganbellamy said...

Watch super bowl on Roku

watch superbowl live on Roku to stay entertained. If you are a Sports Lover, add and activate the entertaining channels that telecast super bowl 2021. Here we suggest the best channel, CBS Sports. It’s easy to learn the channel activation steps. You can visit the channel store, and then search by typing the channel name. As the search results pop up, select the channel and tap on the option, Add. After collecting the code for activation, you can provide the code by visiting the channel activation page.

If you require any guidance to activate super bowl, please contact our team of network support @ +1-850-789-2110

Carl Wood said...

This writing is about the offline mistake of the Canon printer. We addressed the key causes causing the offline error in the following segment. In addition, the successful troubleshooting steps for the Windows and MAC Operating System is clarified in the write-up. The Canon offline printer error happens when the printer cannot receive any of the system's print orders. Our website explains the common causes for this issue simply by clicking on the link.
visit our site for further steps: Canon Printer Offline

Channel Activation said...

Activate sonycrackle on Roku

At first, you need to get the Sonycrackle app from the channel store. Next, you need to access the app and sign in with the account. And then, you can find the channel activation link code on the TV screen. Make a right note of this code and open a web browser on the PC. Next, in the URL bar, enter and click Go. On the activation page, input the channel activation code without any mistakes. Finally, click Activate and start with the activation process, refresh the device, and watch all your favorite contents using the Roku device.

Want to know how to activate Sonycrackle via Then speak with our specialized expert squad by using the toll-free number @+1-805-243-0300. said...

Watch TBN on Roku to stay entertained

Watch TBN on Roku to stay entertained. If you are excited to begin the activation, learn the channel activation steps. At first, visit the channel store to add TBN channel. After adding the channel, click on the channel icon. Check if you can view the added channel. If yes, sign in with the channel account. Collect the channel activation code and provide the code by visiting the page, If you get stuck with issues while activating the channel, resolve it using the appropriate troubleshooting guide .It’s your interest to pick the best channel programs that you like the most.

seogroupbyguru said...

Group Buy SEO Tools offer a gigantic heap of extraordinary highlights which produce exceptional outcomes. These SEO gadgets are utilized by SEO prepared experts and advanced advertisers to drive more traffic to objections. our associations are available to SEO novices,Group Buy SEO Tools
digital promoters and on a restricted monetary arrangement.

my printer is offline said...

We provide printer technical service, a unique printer MAC address is assigned to the printer when it is connected to the network.

Mallela said...

Thanks for posting the best information and the blog is very science interview questions and answers

data scientist london said...

Highly appreciable regarding the uniqueness of the content. This perhaps makes the readers feels excited to get stick to the subject. Certainly, the learners would thank the blogger to come up with the innovative content which keeps the readers to be up to date to stand by the competition. Once again nice blog keep it up and keep sharing the content as always.
Data Science Training

Tareq said...

stretcher transportation wheelchair transportation senior transportation Palm Beach County West Palm Beach Boca Raton Delray Beach

Wholesale suppliers said... is by a wide margin the best B2B stage as far as its administrations, market audits, and client care that helps makers, providers and exporters to exchange with one another at a typical, dependable and straightforward stage. Vendors can enlist their items and get client leads. There are various classes under which you can show your items and administrations.cheapest wholesale cloth market in India

free jamb expo runs website 2021 said...

While a few young people sweat and really focus for answers to inquiries at the continuous West African Senior School Certificate Examination, others have culminated the craft of getting grades through our sites which get questions 24hrs before the beginning of tests . Anyway is the 001 test help work area for the most part Nigeria understudies, free jamb expo runs website 2021

Deekshitha said...

Informative blog
Data Science Course in Patna

estrada vs chocolatito said...

Wonderful blog post.
Juan Francisco Estrada vs Roman “Chocolatito� Gonzalez Live
estrada vs chocolatito 2 live stream free

vé máy bay từ Nhật Bản về Việt Nam said...

Aivivu đại lý vé máy bay, tham khảo

vé máy bay đi Mỹ khứ hồi

ve may bay tu han quoc ve viet nam

vé máy bay hà nội sg

vé máy bay hcm đi hà nội

gia ve tu my ve vietnam

stock control said...

StockTrim is inventory planning and demand forecasting software available as a subscription. It helps SME's gain optimised inventory levels and preserves up to 40% of their working capital.Stock Control

Inventory Management said...

For Stu Randell at Kiwi Hose and Hydraulics, StockTrim saves working capital as well as has become a center upper hand. They have fabricated their business against a lot bigger players by providing fittings their rivals discover hard to keep on their racks. At the point when a section breaks on a mining apparatus or dairy plant, Stu's customers would prefer not to trust that a section will be flown in from abroad. A portion of these part wouldn't typically be loaded just in light of the fact that they aren't required that much. By utilizing StockTrims cloud-based programming Kiwi Hose and Hydraulics know precisely what they require and can have the correct part prepared - at last saving their clients a great deal of time, apprehension and cash.Inventory Management

Rohan Singh said...

You rocked in this post; we are also work in the same field. Being one of the most trusted mobile app development company we are looking forward to serving clients with superb IT solutions. Also visit: top web app development company

Carl Wood said...

These are possible corrections to the error in Google Cloud Printing. Be sure to use these approaches one at a time to see if the problem has been fixed. An active Internet connection is needed to connect the computer and printer with Google Cloud Print. The printer will go offline if the Internet is down, and the order will not work. Make sure your printer and your computer are both signed in with the same Google account. If you don't, a message about the printer being offline will appear on the phone. Make sure you're sending the right documents to the right printer. Users need a Google Account, a supporting printer, or a PC to run their Chrome browsers and be linked to a compatible printer, or a mobile device capable of sending printing tasks to a Google Cloud print service to use the Google Cloud Print service, or to print over the cloud. Most of the time, Google's service runs seamlessly, but there are periods when it may go offline.
Visit For More: Google Cloud Print

Deekshitha said...

Informative blog
data scientist course in Bangalore

Deekshitha said...

Informative blog
Data Science Course in India

Robbie Simons said...

Online assignment help australia is always very great and supportive. By giving value to the money they provide a high-quality assignment at low rates without negotiating the quality of content.

99 Digital Academy said...

Hey Nice Blog!! Thanks For Sharing!!! Wonderful blog & good post. Its really helpful for me. If you want to learn Digital Marketing, then attend Best Digital Marketing Course in Gurgaon. 99 Digital Academy is the best Training Institute for Learning Digital Marketing. Join Today.

commitment phobe said...

I respect your work, regards for all the interesting blog posts.

Anonymous said...

Thanks for the Valuable information.Really useful information. Thank you so much for sharing. It will help everyone.

SASVBA Delhi provides extensive MERN stack training in Delhi. The extensive hands-on session, hosted by the MERN Stack Training Institute in Delhi, includes live projects and simulations.


Devendra Singh said...

sodium hypochlorite suppliers in India

Devendra Singh said...

Sodium Hypochlorite suppliers in Iran

Devendra Singh said...

Sodium Hypochlorite

Fiverr tests 2021 said...

Here I've shared Fiverr SEO aptitude evaluation test questions and replies in 2021. I'm guaranteeing that you will get a score 9.5 out of 10 (Top 10).99% True, Fiverr tests 2021

Devendra Singh said...

Sodium Hypochlorite in Nicaragua

Devendra Singh said...

Sodium hypochlorite sterilization work

satta matka said...

I respect your work, regards for all the interesting blog posts.

Evermolpro said...

Thanks for sharing information with all of us . Who visit your website . good work and great stuff .
website designer in Noida

Morco Marco said...

I am impressed by your writing style,Very interesting to read this article.
World Trend

Masonethan said...

Looking for a professional for your religion assignment helpthen we are just a click away, visit our website and get the best help for your religion assignment at a very cost-effective price.

Morco Marco said...

Crypto is no longer a no-go for most investors. People have started thinking of the currency as a means of attaining overnight success and this isn’t fully wrong. We have seen people earning billions of dollars using the golden digital tokens. However, now things are different. We have a large number of fake firms which have to be avoided at all costs and this isn’t an easy job. Ways to Avoid a Fake Crypto Exchange

devid devid said...

Cheapest Splashrone 3 Plus Australia the most advanced waterproof drone available in Australia made by swell pro. There have been improvements to the Splashdrone fisherman version that is evident in the Splasdhrone 3 Fisherman version. It is the first fully integrated modular amphibious flying platform. Due to its latest flight control system, it's even more reliable than ever before.

Cheapest Splashrone 3 Plus Australia

ดูหนัง said...

on our movie website have compiled both old movies and new movies for you to watch Online movie theaters. ดูหนัง (Watch movies) online for free.

ラブドール said...

Great content & thanks for sharing with us.

Morco Marco said...

M4A is an audio file format very similar to MP4. It is an Apple proprietary file format. The iTunes store contains audio in M4A format. It uses the MPEG-4 codec to contain audio files. One of the basic differences between M4A and MP4 is that M4A does not contain videos such as MP4. convert m4a to wav online

WAV is an audio file associated with Microsoft Windows. It is the default audio format of Windows. But it is compatible with almost all operating systems. WAV files are relatively larger than MP3 files. It is mainly used to create audio CD music files. You can save music files at different bit rates.

Jacob said...

I am impressed with your writing style after reading a few of the articles in your online journal.
You can learn more about Touch Typing Competition by Microsoft in the article Microsoft typing event if you do not know about it. I appreciate your concern.

Jacob said...

I saved your website page to my bookmarks and will be back to check it out in the future. Please share your thoughts.
Please also check out this article roblox on covid bounce. It contains information about How Roblox is prepared to deal with covid bounce?. After speaking with professionals in this field, we have come to this article.

Anonymous said...

Four healthy juice recipes provide your body with natural energy and help your body detoxify! Juice bars are everywhere, for good reason! Drinking fresh juice can detox the body, help build a more alkaline body, and provide energy and a clear mind. Juicing is a powerful strategy that is used by more and more people to lose weight quickly and get proper nutrition, and to help promote a healthy lifestyle. Whenever I am on vacation or a particularly bad dinner night, I look for a healthy juice to cleanse my body and give my digestive system a break. 20 best weight Loss Products.

Abell Arora said...

Nice Post !!!
Call Girls In Ambernath !!
Call Girls In Jalna !!
Call Girls In Ichalkaranji !!
Call Girls In Parbhani !!
Call Girls In Chandrapur !!
Call Girls In Ahmednagar !!
Call Girls In Bhiwandi !!
Call Girls In Latur !!
Call Girls In Jalgaon !!
Call Girls In Malegaon !!
Call Girls In Sangli !!
Call Girls In Ulhasnagar !!
Call Girls In Panvel !!
Call Girls In Akola !!
Call Girls In Kolhapur !!
Call Girls In Nanded !!
Call Girls In Dhule !!
Call Girls In Solapur !!
Call Girls In Aurangabad !!
Call Girls In Vasai Virar !!
Call Girls In Kalyan !!
Call Girls In Nashik !!
Call Girls In Pimpri Chinchwad !!
Call Girls In Nagpur !!
Call Girls In Pune !!
Call Girls In Wadala !!
Call Girls In Mahim !!
Call Girls In Gorai !!
Call Girls In Marol !!
Call Girls In Virar !!

Daveheller said...
This comment has been removed by the author.
Daveheller said...

Roadrunner email problems
Why are you getting tense about tech services? I know the best and reliable service for the RR email which will be a good fit for your requirements. I have also used their service many times and I can tell you that they are amazing with their work. Their service is super fast and user friendly. You must visit their Roadrunner email Support website.

Visit their Blog on Roadrunner email problems to get the details.

Dial our Roadrunner email support number to solve all your Roadrunner email problems.
Also, if you want help regarding Microsoft office, then visit our Microsoft Office 365 Support website and get to know in detail.

Ian Bell said...

The key market drivers for Adrenomyeloneuropathy Treatment Market Includes, growing incidences of rare and chronic disease, advanced treatment for disease as well as awareness of genetic disorders in people are the factors which are expected boost the market growth during the forecast period. However, stringent regulations for drug development and high cost of overall treatment are about to restrain the market during the forecast period.

PrestaShop Addons Magento Extensions CRM Plugins said...

Thanks for sharing a useful knowledge-sharing blog.

It helps in understanding and increase in knowledge.

Best Regards,
Prestashop addons
Prestashop modules
Prestashop addons blogs
Magento extensions
PrestaShop SEO Structured Data Schema Markup & Rich Snippet
PrestaShop Custom HTML inside Head Tag on Selected Pages
PrestaShop SEO Google Hreflang Tag for Multilingual Store
PrestaShop Product Extra Tabs
PrestaShop Social Login – Sign-In using Social Networks
PrestaShop Custom Banners for Selected Categories and Languages
PrestaShop Social Media Side Bar Links Buttons on All Pages
PrestaShop SEO Open Graph & Twitter Card Tags Generator
Magento Geolocation Redirect Visitor Country

Canon start said...

Thanks for sharing with us such a mind-blowing post. I am really impressed with the information you have provided.
Hello everyone, we offer our site smart wireless printer at a reasonable rate, this is one of the reputed brands of printers. With this printer, you can enjoy unparalleled image quality with our range of professional photo printers. This printer is a compact photo printer providing stunning image quality and wireless printing facilities. If you want to buy this printer at a reasonable rate, get it easily from my canon.comijsetup site.

data science said...

I was just examining through the web looking for certain information and ran over your blog.It shows how well you understand this subject. Bookmarked this page, will return for extra. data science course in vadodara

Morco Marco said...

We can produce themes free for wordpress
GPL Premium Plugins,
GPL Premium Themes,
Php Scripts Readymade Apps images for your website.

Vé máy bay từ Canada về việt nam said...

Mua vé tại Aivivu, tham khảo

vé máy bay đi Mỹ giá rẻ

chuyến bay đưa công dân về nước

các chuyến bay từ đức về việt nam hôm nay

chuyến bay từ nga về việt nam

mua vé máy bay từ anh về việt nam

giá vé máy bay từ pháp về việt nam

khách sạn cách ly ở tây ninh

bamgosoowm said...

How is it that simply anybody can write a website and acquire as widespread as this? Its not like youve said something incredibly spectacular ?
more like youve painted a reasonably picture over a difficulty that you simply recognize nothing concerning I don’t want to sound mean, here.
but do you really suppose that you can escape with adding some pretty pictures and not really say anything?오피

Language Fluent said...

Kismat Guru is one of the finest astrologers you can ever meet. They offer various courses like best numerology course in delhi, numerology course in delhi, professional numerology course. Enroll for virtual numerology classes with the at attractive rates now!

Anonymous said...

The backbenchers is one of the best corporate gifts suppliers in delhi, corporate gifts manufacturers in delhi, best corporate gifting companies, corporate gifts manufacturer, corporate gifting companies in delhi ncr. We have a vast range of products ranging from customized laptop sleeves to customized table organizers. Our quality of goods has enables us to serve high profile clients. Contact us for your query now!

Anonymous said...

Patron accounting is the best firm for your accounting needs. Contact us for company registration in Chennai, company registration in Delhi, company registration in Hyderabad,company registration in Kolkata company registration in Bangalore, section 8 company registration online, Section 8 company registration in Delhi, company registration in pune

Anonymous said...

JK offset is one of the best corporate gifting companies in delhi. They are also one of the best offset printing press in Delhi. We have a track record of completing projects in defined time. Visit us for magazine printing in delhi now!

Anonymous said...

Expert SEO Services offers the best SEO services for all businesses. We have been the industry leaders for long now Contact best seo company in denver, seo agency in denver, top seo company in new york, seo company in san francisco, seo agency in seattle, best seo company seattle

Anonymous said...

Afyun plywood has been the industry leader in manufacturing marine plywood. There are various MR plywood in india, we maintain our quality through high quality machinery and hot press techniques. Read more about BWR plywood here!

Anonymous said...

RIV Worldwide brings for you a plan to fulfil all your shipment needs. Contact the experts for: air freight services. We are the best Air Freight Forwarder, and promise to work forproject cargo shipping. We are also known as one of the best Ocean Freight Shipping Companies ocean freight forwarder, best sea freight companies, warehousing and distribution companies. Get a free quote from one of the Best Supply Chain Companies now!

Anonymous said...

Booming Bulls is the best trading institute in india. We offer top trading course in india, and all stock market courses online. Being the best trading institute in india, we have technical analysis course, stock market courses for beginners. We will stand out to be the best stock market institute in 2021. We offer a unique course module for our students. Join us to gain success in market now!

Anonymous said...

IELTSnPTE has been the industry leader for Best IELTS Coaching in Nangal Dam, best ielts coaching in nawanshahar, ielts coaching in gandhinagar, IELTS coaching in ahmedabad, IELTS Coaching in Vadodara, ielts coaching in mumbai, best ielts coaching in Jaipur, top ielts classes in vadodara. We maintain our quality through one to one doubt sessions and unique teaching methods. Read more our services here!

Anonymous said...

Looking for a authentic and real store to buy genuine and original indian spices? Buy Indian Spices Online and get the guarantee of getting best quality spices online, buy organic spices online, buy indian spices, buy herbs and spices online from Earthatva and guarantee for quality! We offer best in class services. Visit to shop spices online

opbestcom7 said...

I like what you guys tend to be up too. This kind of clever work and reporting! Keep up the very good works guys I’ve added you guys to our blogroll.

Try to check my blog: 안마

Data Scientist Course in Dombivli said...

Extremely overall quite fascinating post. I was searching for this sort of data and delighted in perusing this one. Continue posting. A debt of gratitude is in order for sharing. data science institute in delhi

Data Science Course in Bhilai - 360DigiTMG said...

Impressive blog to be honest definitely this post will inspire many more upcoming aspirants. Eventually, this makes the participants to experience and innovate themselves through knowledge wise by visiting this kind of a blog. Once again excellent job keep inspiring with your cool stuff.

Data Science Training in Bhilai

Data Science Course in Bhilai - 360DigiTMG said...

Wonderful blog found to be very impressive to come across such an awesome blog. I should really appreciate the blogger for the efforts they have put in to develop such an amazing content for all the curious readers who are very keen of being updated across every corner. Ultimately, this is an awesome experience for the readers. Anyways, thanks a lot and keep sharing the content in future too.

Data Science Course in Bhilai

Anonymous said...

Hue Digital Solutions is a Creative Agency based up in India. Being the best seo company in gurgaon, we have delivered huge success to businesses in NCR. Our team has also been known as the best seo company in jaipur since we have delivered amazing result in jaipur as well.We like to be counted among the people who provide best seo services in noida, seo services noida and help businesses reach heights. Want to hire one of the best seo company in chandigarh? Get in touch with our team and make our website flourish with leads now! Get in touch with a unique seo agency in delhi who provides best seo services in hyderabad now!

Deekshitha said...

Informative blog
best digital marketing institute in hyderabad

dude.mhv said...


Deekshitha said...

Informative blog
ai training in hyderabad

Ajaypal Singh said...

"This is really interesting, you are such a great blogger. Visit Royal Digitech for creative and professional website design and Digital Marketing in Sirsa
and Also get Digital Marketing Course in Sirsa

Ajaypal Singh said...

"Thanks for provide great informatic and looking beautiful blog, really nice required information & the things i never imagined and i would request, wright more blog and blog post like that for us. Thanks you once agian

Free Classified in India"

Alexanderdaniel said...

We offer essay help for students if you have doubts about the specified topic and you cannot complete your essay writing as per your professor's demand. Follow the required webpage to avail the best services from UK service provider and get your job done without any problem.

James Martin said...

Assignment Help writing is the process of taking a topic from an academic year and composing it for the final draft, which includes research, outline, writing, proofreading, and editing. The main goal in writing a term paper is to objectively analyze a topic while using the language accurately and precisely.

Sarika A said...

Excellent blog. The important thing is that in this blog content written clearly and understandable. The content of information is very informative. We are also providing the best services click on below links to visit our website.

Oracle Fusion HCM Training
Workday Training
Okta Training
Palo Alto Training
Adobe Analytics Training

Bestforlearners said...

MySQL / Database Training Institute In Gurgaon

marklee9161 said...

The main reason for Garmin express update not install is the absence of the current Garmin Express software version. Update failure due to a server connection problem usually occurs in an old version of this software. Go to to download the newest version of this software. It will most likely resolve this problem.

Ajaypal said...

Thanks for provide great informatic and looking beautiful blog, really nice required information & the things i never imagined and i would request, wright more blog and blog post like that for us. Thanks you once agian

Best Accounts Institute In Sirsa

traininginstitute said...

Thanks for such a great post and the review, I am totally impressed! Keep stuff like this coming.
data scientist certification malaysia

Pallavi reddy said...

i am glad to discover this page : i have to thank you for the time i spent on this especially great reading !! i really liked each part and also bookmarked you for new information on your site.
data science training in gurgaon

Selenium Training said...

Online Training | Classroom | Virtual Classes
Selenium Training with 100% placement assistance
1860 testers placed in 600 companies in last 8 years
Selenium Training from Real time expert trainers
Indutry oriented training with corporate casestudies
Free Aptitude classes & Mock interviews

Unknown said...

Such a very useful article. Very interesting to read this article.I would like to thank you for the efforts you had made for writing this awesome science institute in delhi

Unknown said...

I feel very grateful that I read this. It is very helpful and very informative and I really learned a lot from data science training in noida

Unknown said...

Truly quite fascinating post. I was searching for this sort of data and delighted in perusing this one. Continue to post. Much obliged for sharing.cyber security institute in delhi

Ajaypal said...

Thanks for provide great informatic and looking beautiful blog.
Best Gaming Website
Best Tech Website
Best Health Website
Best Study Website
Tech Reviews Website

Jackson Masih said...

This is such a great resource that you are providing and you give it away for activate I love seeing blog that understand the value of providing a quality resource for free.
twitch activate

JISOO said... lets you stream content on three different devices online, which means you can share it with family and friends. By contrast, Netflix lets you watch on multiple screens if you pay for the Standard (2 screens) or Premium plan (4 screens).HBO Max costs $15/month without ads or $10/month with ads. The service offers everything on HBO's cable channel, plus exclusive shows and additional movies. The ad-free plan also lets you watch new Warner Bros. films on the same day they debut in theaters. tvsignin

Avaebrahim28 said...

Avaebrahim28 said...

In the address bar type and then, click enter. You will now be taken to the home page of the website. On the home page, you will see tabs for various procedures. You have to click on the “Set Up” icon. When you click on it you are taken to a new window. Here you have to enter your model number. You can either type your model number manually or you can use the click select option that is available in the lower panel on the same page . This is the official website of Canon and a secure platform from where you can simply download the Canon Printer Drivers.Canon is one of the best manufacturing brands in the world when it comes to products related to optical, industry, and imagery products for different market segments. They provide cameras, scanners, a variety of printers and so much more.

Academy of IELTS said...

best IELTS coaching in Ahmedabad
IELTS is known for the best IELTS coaching in Ahmedabad and consistently successful results. High Band Score 8 and Average Band Score Minimum 6.8 are maintained so that you can get more information about IELTS Coaching Institute, Ahmedabad.

Qunock6987 said...

You should know the canon printer setup guidelines and steps and you can go to This guide will help you find the different ways to connect the printer using wireless connection to many devices.ij.start.cannon You can easily make as many prints as you want from your smartphones and computers by following the steps mentioned above and after successfully establishing the network connection with the

shreyon gima said... is the web URL where you can redeem Office product key and download, install, and activate Office setup. Microsoft Office Setup is a complete suite of Microsoft limit programming. It joins a variety of jobs, servers, and affiliations like PowerPoint, Excel, and Word. It includes Outlook, Publisher, OneNote, and Access. is the best and cost effective Microsoft office setup support for your office setup installations for home and office users.

Unknown said...

Awesome blog. I enjoyed reading your articles. This is truly a great read for me. I have bookmarked it and I am looking forward to reading new articles. Keep up the good work!ethical hacking training in noida

Data Science said...

Amazingly by and large very interesting post. I was looking for such an information and thoroughly enjoyed examining this one. Keep posting. An obligation of appreciation is all together for science training in bangalore

Adam Lee said...

As the automotive plastics market for passenger cars is dependent on passenger car sales, this market is expected to be significantly impacted due to this outbreak. Operations of major automotive companies, including Nissan, Kia, BMW, Daimler, and Tesla, were affected by COVID-19.

Also Read: Needle Coke Market | Aerospace Fasteners Market | Haemophilia Treatment Market

kabita said...
This comment has been removed by the author.
Unknown said...

This is exactly the information I'm looking for, I couldn't have asked for a simpler read with great tips like this... Thanks! data science training institute in gurgaon

Unknown said...


Unknown said...

ONLEI Technologies
Industrial Training In Noida
Winter Training In Noida
IT Training

Ava Ebrahim said...

Garmin Express is an application that is used to manage, set up, and register the Garmin devices. It is helpful for users in installing all the software and map updates. Whenever new updates are available, it gives you notifications at the same time. Users can save their desired maps and locations with express and can view the data on the navigation device. So, ensures quick and precise navigation. Garmin Express is a free Mac application that gives you the essential tools to manage your Garmin devices. Also, the software helps you to get special offers, notifications, and product support.
Garmin express

Michael Caine said...

Garmin Express is an application which is used to filter, design and register Garmin gadgets. It is helpful for customers to present all Garmin com express products and guide updates. No matter when new updates are available, alerts are sent to you all the time.

selena gomez said...

The New Device/Location Verification code is sent to the verified email address tied to your Twitch account. If you don't remember which Twitch account is tied to your email address, you can use our Forgot Username flow and enter your email address.If you did not receive your code, be sure to check your spam folder or select the “Resend code” option on the login screen.Enter and submit your code on the login screen. The device you logged in with will now be recognized and authorized for future access. Any new devices may require an additional login verification. activate

Qunock6987 said...

Generating Twitch.TV/Activate activation codes is simple. Go to your browser and type Twitch TV on. Once you are done filling out the credentials, this will bring you to the "Activate" button. You can create a new Twitch TV account by following the onscreen activate


HBO Max is a premium streaming app with unlimited access to hundreds of hours of entertainment with something for everyone in your family. So sign in HBO Max via your TV and find your next favorite from one of their chosen hubs right away. Click on code to start the service.

Unknown said...

ONLEI Technologies
Python Training
Machine Learning
Data Science
Digital Marketing
Industrial Training In Noida
Winter Training In Noida
IT Training

Unknown said...

Python Training

카지노사이트 said...

Unbelievable!! The problem I was thinking about was solved.카지노사이트You are really awesome.

Unknown said...

Genuinely generally speaking very interesting post. I was looking for such an information and thoroughly enjoyed scrutinizing this one. Keep posting. Thankful for scientist course in bhopal

Shanthi Cabs said...

Impressive!Thanks for the post
Best Travel Agency in Madurai | Travels in Madurai
Madurai Travels | Best Travels in Madurai
Tours and Travels in Madurai | Best Tour Operators in Madurai

«Oldest ‹Older   1 – 200 of 234   Newer› Newest»