- How LinkedIn Makes Personalized Recommendations via Photon-ML Machine Learning tool - Oct 16, 2017.
In this article we focus on the personalization aspect of model building and explain the modeling principle as well as how to implement Photon-ML so that it can scale to hundreds of millions of users.
Tags: Deepak Agarwal, LinkedIn, Machine Learning, Recommendation, Recommender Systems
Top 10 Active Big Data, Data Science, Machine Learning Influencers on LinkedIn, Updated - Sep 26, 2017.
Looking for advice? Guidance? Stories? We’ve put a list of the top ten LinkedIn influencers of the last three months, follow them and stay up-to-date with the latest news in Big Data, Data Science, Analytics, Machine Learning and AI.
Tags: About Gregory Piatetsky, Bernard Marr, Big Data, Carla Gentry, Data Science, DJ Patil, Influencers, Kirk D. Borne, LinkedIn, Machine Learning, Tom Davenport, Trends
- 100,000 LinkedIn Followers - Jan 20, 2017.
I reached a milestone of 100,000 LinkedIn followers this week. Here are some of my most popular recent posts.
Tags: About Gregory Piatetsky, LinkedIn
- Valuable Data Products: Answers to Career Questions and More - Oct 21, 2016.
Collecting high quality data from various resources and turning it into data products is one of the ways to monetize data in today’s digital economy. Lets take a deeper look into it.
Tags: Big Data Software, Education, LinkedIn, Monetizing, Products
- Top LinkedIn Groups for Analytics, Big Data, Data Mining, and Data Science in 2016 - Oct 20, 2016.
Big Data and Analytics became the largest group. Overall engagement rates decline, but liking a post is 6.5 times more common than commenting. Machine Learning & Data Science, KDnuggets, and Data Scientists have the highest engagement levels.
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Tags: About KDnuggets, LinkedIn, LinkedIn Groups
- LinkedIn Knowledge Graph – KDnuggets Interview - Oct 18, 2016.
We interview LinkedIn about their recently published LinkedIn Knowledge Graph which connects their many millions of members, jobs, companies, and more.
Tags: Data Scientist, Deepak Agarwal, Knowledge Graph, LinkedIn
- KDnuggets™ News 16:n35, Oct 5: Biggest Issues in Data Science; Data Science for IoT: 10 differences - Oct 5, 2016.
Biggest Issues in Data Science; Data Mining vs. Statistics; Data Science for Internet of Things (IoT): 10 Differences; Active Big Data, Data Science Leaders on LinkedIn.
Tags: Data Science, Flink, Influencers, IoT, LinkedIn
- Top 16 Active Big Data, Data Science Leaders on LinkedIn - Sep 23, 2016.
Who are the most active Big Data, Data Science Influencers and Leaders on LinkedIn? We analyze the data and bring you the list of key people to follow.
Tags: About Gregory Piatetsky, Bernard Marr, Big Data, Big Data Influencers, Carla Gentry, Data Science, DJ Patil, Influencers, LinkedIn, Tom Davenport
- Top KDnuggets tweets, Aug 24-30: #DataScientist – sexiest job of the 21st century until …; Activation Function in #NeuralNetworks. - Aug 31, 2016.
Cartoon: #DataScientist - sexiest job of the 21st century until ...; What is the Role of the Activation Function in Neural Networks?; LinkedIn Machine Learning team tutorial on building #Recommender system; Create a #Chatbot for #Telegram in #Python to Summarize Text.
Tags: AI, LinkedIn, Mathematics, Neural Networks, Recommender Systems, Top tweets
- What is Your Data Worth? On LinkedIn, Microsoft, and the Value of User Data - Jun 20, 2016.
The recent announcement of Microsoft’s acquisition of LinkedIn has raised many questions about how Microsoft will monetize this data. We examine LinkedIn value per user and compare to Google, Facebook, Yahoo, and Twitter.
Tags: Business Value, Facebook, Google, LinkedIn, Microsoft, Yahoo
- KDnuggets™ News 16:n17, May 11: Machine Learning Algorithms From Scratch; Big Data Leaders on LinkedIn; Data Science Career - May 11, 2016.
Why Implement Machine Learning Algorithms From Scratch? Meet the 11 Big Data, Data Science Leaders on LinkedIn; Free Advice For Building Your Data Science Career; 10 Essential Books for Data Enthusiast.
Tags: Algorithms, Career, HPE, Influencers, LinkedIn
- Meet the 11 Big Data & Data Science Leaders on LinkedIn - May 6, 2016.
In this post, we present a list of popular data science leaders on LinkedIn. Follow these leaders who will keep you in touch with the latest Data Science happenings!
Tags: About Gregory Piatetsky, Bernard Marr, Big Data, Data Scientist, DJ Patil, Hilary Mason, Influencers, LinkedIn, Tom Davenport
- The Force Awakens In Data – Industry Leaders Comment - Feb 29, 2016.
While Rey, saw her force come to life in less then 30min, the data industry has been waiting for ‘that’ to happen, for half a decade. However, finally, business-focused analytics and data discovery are on the rise.
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Tags: Gartner, Industry, LinkedIn, Lutz Finger, Star Wars
- Strata + Hadoop World 2015 Singapore – Day 1 Highlights - Dec 11, 2015.
Here are the quick takeaways and valuable insights from selected talks at one of the most reputed conferences in Big Data – Strata + Hadoop World 2015, Singapore.
Tags: Apache Spark, Devendra Desale, Hadoop, LinkedIn, Singapore, Strata, Trends
- Top LinkedIn Groups for Analytics, Big Data, Data Mining, and Data Science – Discussions up, Engagement down - May 4, 2015.
While discussions are growing, the comments and engagements are falling, especially since 2012. We cluster groups into 4 quadrants by activity level and identify most active and engaged groups. Open groups are twice as active as closed.
Tags: About KDnuggets, LinkedIn, LinkedIn Groups
- Data Scientists Thoughts that Inspire - Apr 29, 2015.
Inspirational thoughts from leading data scientists, including Yann LeCun, Erin Shellman, Daniel Tunkelang, Claudia Perlich, and Jake Porway. What inspires you?
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Tags: Andy Rey, Claudia Perlich, Daniel Tunkelang, Facebook, Jake Porway, LinkedIn, Yann LeCun
- Top LinkedIn Groups for Analytics, Big Data, Data Mining, and Data Science – from “Big Bang” to Now - Apr 19, 2015.
We examine top LinkedIn groups in Analytics, Big Data, Data Mining, and Data Science from the Big Bang era of group creation to present, and identify the largest groups, the fastest growing groups, and 2 main clusters.
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Tags: About KDnuggets, LinkedIn, LinkedIn Groups
- Predictive Analytics Innovation Summit, San Diego: Day 2 Highlights - Apr 8, 2015.
Highlights from the presentations by Predictive Analytics leaders from eBay, LinkedIn and Facebook on day 2 of Predictive Analytics Innovation Summit 2015 in San Diego.
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Tags: A/B Testing, CA, eBay, Facebook, IE Group, LinkedIn, Marketing, Predictive Analytics, San Diego
- Big Data Developer Conference, Santa Clara: Day 2 Highlights - Apr 2, 2015.
Highlights from the presentations/tutorials by Data Science leaders from Cloudera, LinkedIn, Intel, MapR, Locbit and others on day 2 of Big Data Developer Conference 2015.
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Tags: Cloudera, Developers, Global Big Data Conference, Highlights, Hortonworks, Intel, LinkedIn, MapR, Security
- Predictive Analytics Innovation Summit, Chicago – Day 1 Highlights - Jan 6, 2015.
Highlights from the presentations by Predictive Analytics leaders from Netflix, LinkedIn and Mashable on day 1 of Predictive Analytics Innovation Summit 2014 in Chicago.
Tags: Business Analytics, Chicago, IL, LinkedIn, Mashable, Netflix, Predictive Analytics, USA
- KDnuggets 14:n35, Data Mining: Hottest Skill; 2015 Predictions; KDD-2015 - Dec 29, 2014.
2015 Predictions: What will happen to big data and data science? KDD-2015 in Sydney - CFP; Open Source Tools for Machine Learning; The Big Data of Wearables.
Tags: LinkedIn, Predictions for 2015, Skills
- Data Mining (and Statistical Analysis) is LinkedIn Hottest Skill in 2014 - Dec 18, 2014.
Data Mining was LinkedIn Hottest Skill in 2014, moving up from number 5 in 2013. Top locations for "data mining" skill were US, India, Australia, and Canada, while top companies were IBM, Microsoft, Google, and Accenture.
Tags: About Gregory Piatetsky, Data Mining, LinkedIn, Skills
- R and Hadoop make Machine Learning Possible for Everyone - Nov 16, 2014.
R and Hadoop make machine learning approachable enough for inexperienced users to begin analyzing and visualizing interesting data to start down the path in this lucrative field.
Tags: Data Science Skills, Hadoop, Hadoop 2.0, Joel Horwitz, LinkedIn, Machine Learning, R
- Top KDnuggets tweets, Oct 31 – Nov 2: Nate Silver on 3 Keys to Great Information Design - Nov 3, 2014.
Best Infographics of the Year: Nate Silver on 3 Keys to Great Information Design; The invention of the Equals Sign jump-started math; A Great Collection of Machine Learning Algorithms; LinkedIn breaking up its data science team.
Tags: Infographic, LinkedIn, Mathematics, Nate Silver
- LinkedIn Economic Graph Challenge - Oct 16, 2014.
Leverage the LinkedIn Economic Graph for your innovative and ambitious ideas for increasing economic value and gaining insights into economic opportunities using LinkedIn data and support. Proposals due Dec 15.
Tags: Challenge, Deepak Agarwal, Economic Graph, Graph Analytics, LinkedIn, Research proposal
- Interview: Vita Markman, LinkedIn on Discovering Customer Insights through Sentiment Mining - Aug 5, 2014.
We discuss examples of discovery through sentiment mining, current trends, innovative applications, important soft skills, and more.
Tags: Classification, Consumer Insights, Innovation, Interview, LinkedIn, Skills, Trends, Vita Markman
- Interview: Vita Markman, LinkedIn on Practical Solutions for Sentiment Mining Challenges - Aug 4, 2014.
We discuss sentiment data models, significance of linguistic features, handling the noise in social conversations, industry challenges, important use cases and the appropriateness of over-simplified binary classification.
Tags: Challenges, Classification, LinkedIn, Noise, Sentiment Analysis, Social Media, Text Mining, Vita Markman
- Big Data Innovation Summit 2014 Santa Clara: Highlights of Selected Talks on Day 1 - Apr 25, 2014.
Highlights from the presentations by big data technology practitioners from eBay, YarcData, LinkedIn, Trulia, and other leading companies on day 1 of Big Data Innovation Summit 2014 in Santa Clara.
Tags: Big Data Summit, eBay, Highlights, Innovation, LinkedIn, Santa Clara-CA, Trulia
- Top KDnuggets tweets, Apr 14-15 - Apr 16, 2014.
9 Free Books for Learning Data Mining and Data Science; Coursera #DataScience Specialization: 10 courses from JHU; Top LinkedIn Groups in 2014 for Analytics, Big Data, Data Mining, and Data Science; EMC Data Science and Big Data Analytics Offer.
Tags: Coursera, Data Science Education, EMC, Free ebook, LinkedIn
- KDnuggets 14:n09: Top LinkedIn Groups in 2014; Big Data Vendor Analysis; Teaching Machine Learning - Apr 16, 2014.
Latest analytics, data mining, and data science stories, including Features, Opinions, Software, News, Webcasts, Courses, Meetings, Jobs, Academic positions, Publications, Tweets, CFP.
Tags: Big Data Vendors, EMC, LinkedIn, startups, Timeline
- Top LinkedIn Groups in 2014 for Analytics, Big Data, Data Mining, and Data Science - Apr 14, 2014.
We analyze Top 30 LinkedIn Groups for Analytics, Big Data, Data Mining, and Data Science. Overall activity drops about 25%, but membership growth accelerates in Q4 2013. We identify 4 group quadrants and find which groups are fastest growing and most active.
Tags: LinkedIn, LinkedIn Groups, Top 30
- Data Analytics Handbook – Interviews with Data Scientists and Tech Leaders, free download - Apr 12, 2014.
A young team of UC Berkeley students produced a Data Analytics Handbook - free to download, featuring interviews with data scientists and tech leaders from leading companies including LinkedIn, Cloudera, Facebook, Yelp, and Flurry.
Tags: Cloudera, Data Analytics, Facebook, Handbook, Interview, LinkedIn, Yelp
- Top stories for Mar 30 – Apr 5: Exclusive Interview – LinkedIn Economic Graph - Apr 6, 2014.
Is Data Scientist the right career path - Candid advice; Exclusive: Interview with Sriram Sankar - LinkedIn Economic Graph; Information Management 10 More Big Data Companies; Top stories in March: Machine Learning in 7 Pictures.
Tags: Career, companies, Data Scientist, Economic Graph, LinkedIn
- Top KDnuggets tweets, Mar 31 – Apr 1: Experfy marketplace for Data Science projects; Event Recommendation in Python - Apr 2, 2014.
Experfy launches a marketplace for #DataScience projects; Machine Learning Project: Event Recommendation in Python ; Anyone can see your email address on LinkedIn with this Chrome extension; 5 reasons to use R: free, popularity, power, flexibility, support.
Tags: Experfy, LinkedIn, Machine Learning, Marketplace, Python, R
- Exclusive: Interview with Sriram Sankar – LinkedIn Economic Graph - Apr 2, 2014.
KDnuggets talks with Sriram Sankar, Principal Staff Engineer at LinkedIn about LinkedIn’s “Economic Graph”, Entity-Oriented Search, and the biggest challenges towards delivering relevant, personalized search results.
Tags: Economic Graph, Entity-Oriented Search, Knowledge Graph, LinkedIn, Search Infrastructure
- KDnuggets 14:n07, Data Scientist Salary; Test your Numbersense; 4 LinkedIn steps - Mar 26, 2014.
Latest Analytics, Big Data, Data science and Data mining news, including Features, Opinions, Software, News Briefs, Webcasts, Courses, Meetings, Jobs, Academic positions, Top Tweets, and CFP .
Tags: Daniel Tunkelang, LinkedIn, Numbersense, Salary
- Exclusive: Interview with Daniel Tunkelang, Head of Query Understanding at LinkedIn - Mar 19, 2014.
Daniel Tunkelang, Head of Query Understanding at LinkedIn talks about search quality, IR, query understanding, and advice for data science enthusiasts. Don't miss: 4 steps to get your LinkedIn profile show up on top of search results.
Tags: Daniel Tunkelang, Information Retrieval, LinkedIn, Ranking, Search Quality
- How Many Data Scientists are out there? - Mar 13, 2014.
We examine indeed, LinkedIn, Kaggle, and other sources to investigate how many data scientists - in name and in function - are out there, and how strong is the demand.
Tags: Data Scientist, indeed, Kaggle, LinkedIn, McKinsey
- Strata 2014 Santa Clara: Highlights of Day 3 (Feb 13) - Feb 28, 2014.
Strata 2014 was a great conference, and here are key insights from some of the best sessions on day 3: Data Journalism, Analytics over Real-time Streaming Data, Facebook Graph Analysis with One Trillion Edges, Socializing Search by LinkedIn.
Tags: Apache Giraph, Facebook, Highllights, Impetus, LinkedIn, Santa Clara-CA, Strata 2014
