Intro to Machine Learning & Generative AI πŸ€–

Learn the fundamentals of machine learning and generative AI, covering key concepts and differences from traditional methods.

Intro to Machine Learning & Generative AI πŸ€–
freeCodeCamp.org
97.7K views β€’ Mar 5, 2025
Intro to Machine Learning & Generative AI πŸ€–

About this video

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/

πŸ’» Code and Slides: https://github.com/rdali/miniMLseries

❀️ Try interactive AI courses we love, right in your browser: https://scrimba.com/freeCodeCamp-AI (Made possible by a grant from our friends at Scrimba)

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

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

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Video Information

Views

97.7K

Likes

2.5K

Duration

02:17:06

Published

Mar 5, 2025

User Reviews

4.7
(19)
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