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How to Learn AI on Your Own (a self-study guide)

Thu Vu
TDS Archive
Published in
12 min readJan 5, 2024

If your hands touch a keyboard for work, Artificial Intelligence is going to change your job in the next few years.

In this blog post, I’ll be sharing with you a roadmap for expanding your AI skillset, together with the learning resources.

This roadmap goes down to the basics, so even if you don’t have any background in machine learning, mathematics or programming, I hope you’ll walk away with some useful ideas of where to start.

👉 Note: You can also watch the video version of this blog post and download the full Roadmap PDF on my Youtube channel:

Now, let’s get started! 💪

Why Should You Learn AI?

Artificial Intelligence, Machine Learning and Deep Learning have been around since 1950s. This area has taken off in the last decade (and much in the recent years) due to advancements in algorithms, computing power and especially, the abundance of data.

The AI we often talk about today is Generative AI, which is a subset of Machine Learning and Deep Learning.

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TDS Archive
TDS Archive

Published in TDS Archive

An archive of data science, data analytics, data engineering, machine learning, and artificial intelligence writing from the former Towards Data Science Medium publication.

Thu Vu
Thu Vu

Written by Thu Vu

Data science consultant | CS major | Youtube @Thu Vu data analytics

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