[year] Best Data Science Resources

Machine Learning Projects

Hey guys, I have collected some best Data Science resources, Machine Learning resources, Deep Learning resources, Python resources, SQL resources, and Statistics resources, from all around the internet. If you also want to contribute to the community with your resources, contact me.

Best Data Science Resources:

Best Machine Learning Resources:

Best Deep Learning Resources:

Best NLP Resources:

Other Resources:

Best Python Resources:

Best SQL Resources:

Best Statistics Resources:

Best Probability Resources:

Git Resources:

Case Studies:

Free Courses from Google:


A visual guide on how to choose the right Database:

With so many options around, choosing the right datastore can be confusing. In this diagram, we can see a selection choice for a datastore based on a use case.

Data can be 𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲𝗱 (𝗦𝗤𝗟 𝘁𝗮𝗯𝗹𝗲 𝘀𝗰𝗵𝗲𝗺𝗮), 𝘀𝗲𝗺𝗶-𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲𝗱 (𝗝𝗦𝗢𝗡, 𝗫𝗠𝗟, 𝗲𝘁𝗰.), 𝗮𝗻𝗱 𝘂𝗻𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲𝗱 (𝗕𝗹𝗼𝗯). In the case of structured, they can be relational or columnar, while in the case of semi-structured, there is a wide range of possibilities, from key-value to graph.

Credits – Satish Chandra Gupta

A visual guide on how to choose the right Database - Data Science resources

NOTE – All the credits for these resources go to their respective owners. None of this work/resources belongs to me.

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