Quick start to AI & ML
In this blog post I want to share the videos and blogs that helped me get started with AI:
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Start with the why AI-blogs
This comprehensive blog gives the big picture of AI, where it was, where it is and where it can head towards. A fun read that wraps important aspects of AI in a nutshell.
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How Machines Learn (YouTube)
A short video about how machine learning works,depicted in a humorous way.
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Neural networks (YouTube)
This playlist of 4 videos on Youtube is essentially THE best (yes, the best) explanation (both intuitively and mathematically) of what a neural network is and how one can build them.
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Neural Networks and Deep Learning (book)
This book gives a comprehensive understanding of the math that goes into making a neural network (along with how to code it). Highly recommended for starters. It's also a great choice for people who just want to revise the fundamentals of Neural networks again.
These URLs should give you a good head-start/idea on the big picture of AI and ML along with a basic understanding of neural networks. I will be constantly updating this list of (URL)s when I find similar good ones.
Happy learning!
