DAY 2 | Spark Summit East 2016 took place last month in NYC. Here is the Day 2 Keynotes video. It begins with Reynold Xin – Chief Architect at Databricks Presenting Real-Time and Spark Spark Summit East 2016 took place last week in NYC. Here is the Day 1 Keynotes video. It begins with Matei Zaharia – MIT professor, Databricks co-founder and Creator of Spark – discussing the upcoming release of Spark 2.0. It is followed by four other, very knowledgeable speakers discussing subjects like ‘Democratizing Spark,’ ‘Enterprise Spark’ and ‘Spark as an Analytics OS.’ (1Hr:12min). Enjoy! Watch Video Watch a Video Lecture from the NIPS Conference in December on Probabilistic Machine Learning from one of the greats, Zoubin Ghahramani, Professor of Information Engineering at the University of Cambridge, where he leads the Machine Learning Group. Read More Our friends at Data Science Central have a large set of Machine Learning/Data Science Resources and Articles. Take a look Read More Machine learning is a subfield of computer science and artificial intelligence that deals with the construction and study of systems that can learn from data, rather than follow only explicitly programmed instructions (wikipedia). If you are thinking of doing or becoming a Data Scientist or Advanced Analytics professional, you will absolutely need to master Machine Learning. These 100 Most Popular Talks on Machine Learning topics are a great resource to learn. Review List Watch 2 Lectures on building Recommender Systems using Machine Learning given by the Director of Research/Engineering at Netflix at Carnegie Mellon University this Summer. Its 2 parts at 2 hours each, touches on what is practical and important, and worthwhile if you have an interest in personalization and recommender algorithms. Watch Lectures This is Part 1 of 8 week Big Data and Hadoop course. The 3 hour Interactive live class covers What is Big Data, What is Hadoop and Why Hadoop? We also understand the details of Hadoop Distributed File System ( HDFS). It goes into the details of concepts like Rack Awareness, Data Replication, Reading and Writing on HDFS. We will also show how to setup the Cloudera VM on your machine. Watch Video” More learning “Will Hunting” style, take a view at this FREE VIDEO course at MIT: Introduction to Algorithms. Take note of the prerequisites. Lecture #1 has had over 450,000 views. Read More…” Cool company alert! SkilledUp, which bills itself as an “education reformer” was built to help you find online courses, gain and increase your skills and prove your worth to employers. Call it a public service, call it amazing – they call it transforming education. See their complete LIST of DATA SCIENCE Bootcamps & Fellowships! Read More Watch a video course call “Introduction to Deep Learning” taught in 2015 at the University of Oxford by Nando de Freitas. Watch Video
It is followed by two other, very good presentations titled – ‘”Leveraging Spark, AWS, And Graph Analytics to Better Protect Customers” and “Data Profiling and Pipeline Processing with Spark – A Journey”’ (58min). Enjoy! Edu-Video | Spark Summit East 2016 | Keynote Speakers (Day 1)
Video Lecture | By Prof Zoubin Ghahramani on “Probabilistic Machine Learning – Foundations and Frontiers”
Data Science Central | 31 External Machine Learning / Data Science Resources & Articles
Edu-Videos | 100 Most Popular Machine Learning Talks at VideoLectures.Net
Edu-Videos | Building Recommender Systems by Netflix Research/Eng Director Xavier Amatriain
Video| Big Data / Hadoop Tutorial For Beginners -Parts 1 thru 8 (62,000+ Views)
Video: MIT | Free Course | Introduction to Algorithms
SkilledUp’s Complete List of Data Science Bootcamps & Fellowships
Edu-Video | Introduction to Deep Learning (Class Videos)