Operational Database Management Systems
Data 8: The Foundations of Data Science The UC Berkeley Foundations of Data Science course combines three perspectives: inferential thinking, computational thinking, and real-world relevance. Given data arising from some real-world phenomenon, how does...
Machine Learning Machine Learning Course at Stanford by Andrew Ng, Chief Scientist of Baidu; Chairman and Co-Founder of Coursera; Stanford CS faculty. Open Source Tools Advanced AI Tools TensorFlow is an open source software library for numerical computation...
This is an overview (with links) to a 5-part series on introductory machine learning. The set of tutorials is comprehensive, yet succinct, covering many important topics in the field (and beyond). By Alex Castrounis | Product...
DATA-X: Videobook introduces query analytics for Apache Hadoop – DATA-X: Video Introduction to SQL This short video (5 minutes) is an introduction to SQL. SQL ( Structured Query Language) is a special-purpose programming language designed for managing data held in...
DATA-X: Video Query Federation BY Cynthia Saracco Introduction to SQL-based query federation technology, including support for relational and Apache Hadoop data sources. Part of a larger video series for the open Data-X project....
Data-X: Video Using SerDes BY Cynthia Saracco Introduces the use of SerDes (serializers / deserializers) for supporting SQL-based query access to non-traditional data stored in Apache Hadoop. Part of a larger video series...
DATA-X: Video SQL on Hadoop: Querying Tables Cynthia Saracco Introduction to using SQL to query data stored in Apache Hadoop. Part of a larger video series for the open Data-X project. Table of...
Introduction to techniques for loading and inserting data into tables on Hadoop using SQL. Part of a larger video series for the open Data-X project. By Cindy Saracco. Table of Contents: SQL on Hadoop:...
Introduction to techniques for creating SQL-based tables on popular Hadoop data storage mechanisms. Part of a larger video series for the open Data-X project. By Cynthia Saracco Table of Contents: SQL on Hadoop: Creating Tables...
Brief introduction to Apache Hadoop and related projects. BY Cynthia Saracco Table of Contents: – Introducing Apache Hadoop – About the instructor – What is Hadoop? – Hadoop distributions (beyond Apache) – Key Hadoop...