Learn Machine Learning like a PRO!
Last Updated on January 28, 2025 by Editorial Team
Author(s): Deltan Lobo
Originally published on Towards AI.
This member-only story is on us. Upgrade to access all of Medium.
You might have wandered the internet for a complete roadmap to learn ML. You might have been flooded with tons of courses like — “Learn Machine Learning in 3 months”“Machine Learning Simplified”“Learn ML in 1 week”and there are several others like these.
But all you need to know is to learn the specific concepts that are essential for you to be an ML person or engineer or whatever.
So, after making several errors and watching countless hours of YouTube content, I’ll try to make things easier for you.
I am not here to sell you any course nor I’m asking you to pay for a course. All the content that I’ll provide is freely available on the internet.
All the things I mention down would only work if you are CONSISTENT. Without consistency forget of being an ML engineer or ML geek.
I’ll provide some resources to learn stuff. Feel free to check out based on your preferred learning style or specific interests.
Here are some things to remember when studying anything. Whether it’s machine learning or another type of technology. You’ll do better in most situations if you learn… Read the full blog for free on Medium.
Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.
Published via Towards AI
Take our 90+ lesson From Beginner to Advanced LLM Developer Certification: From choosing a project to deploying a working product this is the most comprehensive and practical LLM course out there!
Towards AI has published Building LLMs for Production—our 470+ page guide to mastering LLMs with practical projects and expert insights!

Discover Your Dream AI Career at Towards AI Jobs
Towards AI has built a jobs board tailored specifically to Machine Learning and Data Science Jobs and Skills. Our software searches for live AI jobs each hour, labels and categorises them and makes them easily searchable. Explore over 40,000 live jobs today with Towards AI Jobs!
Note: Content contains the views of the contributing authors and not Towards AI.