Reading has been one of my hobbies - I read on all subjects, science, society, technology, philosophy and so on. Here are my all time ten favorite books:
- Jared Diamond, Guns, Germs And Steel
- Jared Diamond, Collapse
- Thomas L. Friedman, The World Is Flat: A Brief History of the Twenty-first Century
- Richard Dawkins, The Selfish Gene
- RAMACHANDRAN V. S, The Tell-Tale Brain: Tale Brain-Unlocking the Mystry of Human Nature
- Siddhartha Mukherjee, The Gene: An Intimate History
- Yuval Noah Harari, Sapiens
- Max Tegmark, Life 3.0
- Ray Dalio, Principles
- Kahneman, Daniel, Thinking, Fast and Slow
Teaching, training and mentoring also have been my activities and along these I have created some learning content most of which is spread over different platforms. Here I post some content, mostly focused on Artificial Intelligence, Machine Learning and data science. For some content you may hit a pay wall so either you can go beyond that or turn to open source material, which may not be that good presentation wise but the content should be fine.
Structured courses
Articles
- First step towards machine learning
- What all you need to become a data scientist?
- First step towards deep learning
- Machine Learning for Managers
- Some common misconceptions about deep learning
- Why we need so many performance metrics in hypothesis testing ?
- Image classification with MNIST data
- Clustering with K-means from scratch
- 5 Machine Learning Classifiers you must know
- Time Series forecasting with ARIMA
- What is attention and how it works ?
- What is Query, Key, Value (QKV) Attention ?
- Sequence to sequence model
Videos
- Lecture 1
- Lecture 2
- Lecture 3
- Lecture 3
If you are looking for a premium quality course content on Machine Learning you may check This .