- Data Science A-Z: Real-Life Data Science Exercise – Udemy
- An Introduction to Statistical Learning – eBook
- The Elements of Statistical Learning – eBook
- Statistical Thinking for Data Science and Analytics – edX
- Fundamentals of Statistics – MITx 18.650x
- Intro to Descriptive Statistics – Udacity
- Intro to Inferential Statistics – Udacity
- Probability – The Science of Uncertainty and Data – MITx: 6.431x
- Multivariable Calculus – Khan academy
- Mathematics for Machine Learning: Multivariate Calculus – Coursera
- Linear Algebra – Khan academy
- Essence of Linear Algebra – 3Blue1Brown
- Mathematics for Machine Learning: Linear Algebra – Coursera
- Linear Algebra – MIT 18.06
- Complete Python Bootcamp: Go from Zero to Hero in Python – Udemy
- Introduction to Computer Science and Programming Using Python – MITx: 6.00.1x
- Introduction to Computation Thinking and Data Science – MITx: 6.00.2x
- Tableau 10 A-Z – Udemy
- Machine Learning A-Z: Hands-On Python & R in Data Science – Udemy
- Machine Learning with Python: From Linear Models to Deep Learning – MITx 6.86x
- Machine Learning by Stanford University – Coursera
- Introduction to Machine Learning for Coders – fast.ai
- Hands-On Machine Learning with Scikit-Learn & TensorFlow – eBook
- Deeplearning.ai – Coursera
- Practical Deep Learning for Coders – fast.ai
- Deep Learning by Ian Goodfellow et al. – eBook
- Introduction to Computer Vision by Georgia Institute of Technology – Udacity
- Convolutional Neural Networks for Visual Recognition – Stanford CS231n
- Natural Language Processing with Deep Learning – Stanford CS224n
- SQL for Data Analyst - Udacity
- Intro to Hadoop and MapReduce - Udacity
- The Ultimate Hands-On Hadoop - Tame your Big Data - Udemy
- Code School: Git Real - PluralSight