learn the technology behind AI

We bring you a collection of eight advanced AI courses created by Stanford University. These are video courses that have been released on YouTube so that any user can access them and learn the technology behind the artificial intelligence.

These are very technical courses, in which you will learn the entire framework of mathematics and technology that makes AI work today. You will not need to spend hundreds of euros on these trainings because you will have them for free.

Free advanced AI video courses

• CS221 – Artificial Intelligence: How AI finds solutions, analyzes problems and makes decisions: A starter course uploaded to YouTube. It has 60 videos of different lengths in which you are introduced to machine learning and the inner workings of artificial intelligence. Almost all the videos are from 2021, with some from 2023. Link.
• CS229 – Machine Learning (Andrew Ng): A series of 21 videos, each over an hour long, that introduce you to machine learning and statistical pattern recognition. They are theoretical courses on this technology before it exploded, in 2018. Link.
• CS230 – Deep Learning (Andrew Ng): Another course with 10 videos lasting more than an hour. It is from 2018 and they explain how convolutional networks, RNN, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization and much more work. Link.
• CS229M – Machine Learning Theory: A course in which you will learn the mathematics that explains why machine learning really works. With this you will learn the essence of how it works with 20 videos of almost an hour and a half each. Link.
• CS224N – NLP with deep learning: A course of 23 videos of around an hour in which it is explained in depth how AI reads, understands and generates language. These are the fundamentals of all artificial intelligence tools. Link.
• CS224U – Natural Language Understanding: A course made up of 63 videos in which you will learn the mechanics that artificial intelligence follows not only to learn words, but also what each one means. Link.
• CS231n – Deep learning for computer vision: A course in which you will learn the theory behind how AI is capable of interpreting images and videos in contexts such as medicine or even autonomous vehicle driving. Composed of 18 videos of more than an hour each. Link.
• CS234 – Reinforcement Learning: You will learn how AI agents learn to make decisions, measure results, and adjust their actions. There are 16 videos of more than 1 hour each. Link.

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