Profile picture
, 10 tweets, 7 min read Read on Twitter
If u want to learn #AI or #ML completely online without any BS. Follow this route(thread): #elearning

1. Artificial Intelligence:A modern approach by Stuart Russel and Peter Norvig

This book will give a non technical intro into #AI.Read relevant chapters…
2. Alternatively u can take "#AI for everyone" course on coursera by @AndrewYNg

This is also non technical.…

3. Then move on to "The hundred page machine learning book" by @burkov…
4. "Machine Learning" course on @coursera by @AndrewYNg will give a proper foundation…

5. "Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow"
by @aureliengeron…

#AI #MachineLearning
6. Now u can move on Deep learning if u r interested.
"Deep Learning with Python" by @fchollet is a gr8 book…

7. 5 course specialization on deep learning by @AndrewYNg is a must if u want to excel.

Complete the courses in order…
8. "4 course Tensorflow specialization" by @lmoroney & @AndrewYNg is another option with exciting courses like "Natural Language Processing" etc.…

#AI #MachineLearning
This is my suggestion (I'm also learning), not a definite path. There are similar courses on many other platforms like @udacity.

Many of the books and courses listed here may have common topics, so learn accordingly.

Use books as support material, focus on courses & practice.
Certification is kinda important, thts one more reason to prefer courses over books.

Advanced courses like "Self driving Cars" etc are also available as a further step.

All this is assuming u have decent grip over High school algebra, probability, basic python etc.
Learning python the programming language is not the same as learning python for ML. Don't make the mistake of learning from standard python texts. This article sums it up:…

Don't waste ur time getting hyped over random BS articles. Do it the right way.
Add relevant info/suggestions.
As pointed out by a few, AI: A modern approach is a technical book. I only had a few chapters(1, 2 & 18) in mind, when I mentioned non technical intro. It's a brilliant book, no doubts abt tht. But it might not be suitable for all. Go for options 2, 3. Can be finished in a day.
Missing some Tweet in this thread?
You can try to force a refresh.

Like this thread? Get email updates or save it to PDF!

Subscribe to David
Profile picture

Get real-time email alerts when new unrolls are available from this author!

This content may be removed anytime!

Twitter may remove this content at anytime, convert it as a PDF, save and print for later use!

Try unrolling a thread yourself!

how to unroll video

1) Follow Thread Reader App on Twitter so you can easily mention us!

2) Go to a Twitter thread (series of Tweets by the same owner) and mention us with a keyword "unroll" @threadreaderapp unroll

You can practice here first or read more on our help page!

Follow Us on Twitter!

Did Thread Reader help you today?

Support us! We are indie developers!

This site is made by just three indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3.00/month or $30.00/year) and get exclusive features!

Become Premium

Too expensive? Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal Become our Patreon

Thank you for your support!