Intro to Machine Learning featuring Generative AI

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Welcome to this intro to machine learning course. The course starts with the fundamentals, covering what machine learning is, how it differs from traditional approaches, and where it’s used. It then dives deeper into the mechanics, exploring different models, algorithms, and training processes. Next, it introduces Generative AI, explaining how it creates new content, before wrapping up with the architecture of AI systems and how to design and deploy them effectively.

Rola Dali created this course. Rola is an AI Engineer and has a PHD in NeuroScience.
https://rdali.github.io/

Code and Slides: https://github.com/rdali/miniMLseries

Support for this channel comes from our friends at Scrimba – the coding platform that’s reinvented interactive learning: https://scrimba.com/freecodecamp

Contents
0:00:00 Course Introduction
0:02:51 Intro to Machine Learning
0:29:32 Machine Learning Under the Hood
0:45:30 ML vs Software Demo
1:06:43 Intro to Generative AI
1:57:36 Architecting GenAI Systems

Thanks to our Champion and Sponsor supporters:
Drake Milly
Ulises Moralez
Goddard Tan
David MG
Matthew Springman
Claudio
Oscar R.
jedi-or-sith
Nattira Maneerat
Justin Hual