Courses

• Probability and statistics (Theory)
• Introduction to Big Data (Apache Spark)
• Scalable Machine Learning (Apache Spark)
• Machine Learning (Octave / MatLab)
• Neural Networks for Machine Learning (Octave)
• Real-Time Analytics (Apache Storm)
• The Analytics Edge (R)
• Data Science Specialization (R)
  • The Data Scientist’s Toolbox
  • R Programming
  • Getting and Cleaning Data
  • Exploratory Data Analysis
  • Reproducible Research
  • Statistical Inference
  • Regression Models
  • Practical Machine Learning
  • Developing Data Products

Materials

• AmpCamp - big data bootcamp (Apache Spark)
• Machine Learning - list of articles (Python)