Books, videos and courses I’ve done, am doing or want to do, for the curious and for my own reference.
Read/watched/took:
- Machine Learning with Andrew Ng
- Biostatistics Boot Camp 1&2 with Brian Caffo – Link to 2
- Data Science For Business
- CS231N with Andrej Karpathy
- Statistical Rethinking
- Mathematical Statistics and Data Analysis
- Introduction to Statistical Learning
- Data Warehousing Specialization
- Business Analytics Specialization
- Dive Into Python
- JavaScript Allonge
- What is Code?
- Apache Spark (edX)
- Coding the Matrix
- Deep Learning: A Critical Appraisal
- Organizational Behavior
Reading/watching/taking:
- Essentials of Corporate Finance
- The Awk Programming Language
- Computer Networks 5e
- An Introduction to Information Theory
Want to read/watch/take:
- Latent Variable Models
- Elements of Statistical Learning
- Deep Learning
- deeplearning.ai
- Introduction to Graph Theory
What should I add?
Beyond Data Science 