Machine Learning and Data Science Resources

In this post, I aim to share a list of resources that I personally found helpful in my journey so far. If you're someone who is just getting started, preparing for interviews, or looking for new material, I hope you find this useful. I've divided these resources into groups. There's a wide variety of roles available in this field -- Data Scientist, Product Analyst, Data Analyst, Data Engineer, Machine Learning Engineer, Computer Vision Engineer etc., and each role has specific focus areas. However, here's a general list of topics that I found to be covered to some extent in each role: You can also check out more blogs from the author here: https://ruder.io/