Analytics and Big Data

News Articles

• The data science ecosystem
• The data science ecosystem Part 2: Data wrangling
• We need open data to become the new open source

Data Engineering

• The Data Engineering Ecosystem: An Interactive Map
• Data Science vs Data Engineering

Frameworks / Projects / Libraries / Tools

• Curated List of Awesome Machine Learning Libraries in Various Programming Languages, and Curated List of Awesome Awesomeness!
• Encog Machine Learning Framework
• Stanford Engineering Projects
• RapidMiner Studio
• DataCleaner

Comparison of Data Mining Tools

• Forum Post - Why did you choose RapidMiner?
• Forum Post - Difference between WEKA and RapidMiner
• Blog Post - Orange, R, RapidMiner, Statistica and WEKA

Software as a Service

• Kinematic by Docker
• Docker Registrt, Docker Documentation

Interesting Blogs to Read

• AI Computer Vision: Machine learning, natural language processing and ShapeLogic by Sami Badawi

Concepts

• Likelihood Ratios, Odds, and Probabilities
• Maximum Likelihood Estimation and Bayesian Estimation (Video), Barry Van Veen's Playlist
• An undergraduate course in econometrics by Ben Lambert (Free on YouTube)