Skip to content
pandatutor® Log in

Data Science & AI

77 resources

YouTube
free video
Stanford CS229 Machine Learning | Spring 2026
Stanford Online
This playlist features lectures from the Stanford graduate course CS229 Machine Learning. The course provides a...
YouTube
free video
CS329A Self-Improving AI Agents
Stanford Online
This playlist contains video recordings of Stanford's graduate-level CS329A course. It covers the latest techniques...
YouTube
free video
Stanford Online AI Programs Top Questions
Stanford Online
Choosing an AI program at Stanford Online? Start here. Get answers to the most frequently asked questions about...
YouTube
free video
Stanford CME296: Diffusion & Large Vision Models
Stanford Online
This course explores diffusion-based generative models for vision. You will study the foundations of diffusion,...
YouTube
free video
Stanford CS221: Artificial Intelligence: Principles and Techniques | Autumn 2025
Stanford Online
The goal of artificial intelligence (AI) is to tackle complex real-world problems with rigorous mathematical tools....
YouTube
free video
MIT 6.7960 Deep Learning, Fall 2024
MIT OpenCourseWare
Instructors: Phillip Isola, Sara Beery, Dr. Jeremy Bernstein View the complete course:...
YouTube
free video
Maximum Likelihood
StatQuest with Josh Starmer
All the videos about Maximum Likelihood in one neat and tidy place.
intermediate
YouTube
free video
Stanford CS224R Deep Reinforcement Learning
Stanford Online
Humans, animals, and robots must make decisions and take actions in the world. Their choices impact the environment...
YouTube
free video
Stanford CME295: Transformers and Large Language Models I Autumn 2025
Stanford Online
This course explores the world of Transformers and Large Language Models (LLMs). You will learn the evolution of NLP...
YouTube
free video
Stanford CS230: Deep Learning I Autumn 2025
Stanford Online
Deep Learning is one of the most highly sought after skills in AI. In this course, you will learn the foundations of...
YouTube
free video
AI Luminaries
Stanford Online
A curated collection of videos featuring top experts in artificial intelligence.
YouTube
free video
Stanford CS329H: Machine Learning from Human Preferences I Autumn 2024
Stanford Online
Machine learning from human preferences investigates mechanisms for capturing human and societal preferences and...
YouTube
free video
Transformers
Stanford Online
Dive into the intriguing world of AI Transformers with this curated YouTube playlist. Featuring expert insights,...
YouTube
free video
Future of Artificial Intelligence
Stanford Online
YouTube
free video
Large Language Models (LLMs)
Stanford Online
Explore the cutting-edge realm of Large Language Models (LLMs) with this expertly curated YouTube playlist....
YouTube
free video
Stanford CS231N Deep Learning for Computer Vision I 2025
Stanford Online
XCS231N Deep Learning for Computer Vision, the professional education version of the graduate course CS231N Deep...
YouTube
free video
Agentic AI
Stanford Online
Dive into the fascinating world of Agentic AI with this curated YouTube playlist. This playlist features expert...
YouTube
free video
Anthropic
Fireship
intermediate
YouTube
free video
OpenAi
Fireship
YouTube
free video
Stanford CS336 Language Modeling from Scratch I 2025
Stanford Online
Language models serve as the cornerstone of modern natural language processing (NLP) applications and open up a new...
YouTube
free video
AI In Healthcare with Stanford professors Matt Lungren and Justin Norden
Stanford Online
Join Stanford professors Matt Lungren and Justin Norden as they explore the impacts and applications of AI in...
YouTube
free video
Stanford CS224N Natural Language Processing with Deep Learning I Spring 2024 I Professor Christopher Manning
Stanford Online
Natural language processing (NLP) or computational linguistics is one of the most important technologies of the...
YouTube
free video
Artificial Intelligence 2024 Playlist
Stanford Online
2024 was an extraordinary year for AI, with breakthroughs and innovations arriving at lightning speed. Over the year...
YouTube
free video
Generative AI Program
Stanford Online
-Learn more and enroll in the program:...
YouTube
free video
Stanford ECON295/CS323 I The AI Awakening: Implications for the Economy and Society I 2024
Stanford Online
Our economic institutions, organizations, and skills have not kept up with rapid advances in AI. In this growing...
YouTube
free video
Top AI Project Mistakes (with Solutions)
Stanford Online
Aditya Challapally shares common pitfalls of Generative AI projects and offers strategic solutions.
YouTube
free video
GenAI Myths: BUSTED
Stanford Online
Stanford Online instructor Aditya Challapally reveals key misconceptions of generative AI that are steering...
YouTube
free video
Stanford CS236: Deep Generative Models I 2023 I Stefano Ermon
Stanford Online
For more information about Stanford's Artificial Intelligence programs, visit: https://stanford.io/ai View the...
YouTube
free video
Stanford EE274 I Data Compression: Theory and Applications I 2023
Stanford Online
View the course website: https://stanforddatacompressionclass.github.io/Fall23/ The amount of data being generated,...
YouTube
free video
Introduction to Artificial Intelligence
Khan Academy
In this playlist, Sal (and others) walks us through the basics about what AI is and how to use it. This is meant to...
beginner
YouTube
free video
Human Stories in AI
StatQuest with Josh Starmer
Human Stories in AI with StatQuest and Lighting AI is about the career journeys of passionate AI experts. From their...
YouTube
free video
Artificial Intelligence 2023 Playlist
Stanford Online
2023 brought massive breakthroughs in artificial intelligence. Over the course of the year we were honored to hear...
YouTube
free video
Statistical Learning with Python
Stanford Online
This is an introductory-level course in supervised learning, with a focus on regression and classification methods....
YouTube
free video
Professor Chris Manning Artificial Intelligence Q+A I 2023
Stanford Online
Professor Christopher Manning, director of Stanford Artificial Intelligence Laboratory (SAIL), came to our studio to...
YouTube
free video
Stanford CS224W Machine Learning with Graphs I Jure Leskovec
Stanford Online
Complex data can be represented as a graph of relationships between objects. Such networks are a fundamental tool...
YouTube
free video
MIT 18.S096 Matrix Calculus For Machine Learning And Beyond, IAP 2023
MIT OpenCourseWare
MIT 18.S096 Matrix Calculus For Machine Learning And Beyond, IAP 2023 Instructors: Alan Edelman, Steven G....
YouTube
free video
Stanford CS224N: Natural Language Processing with Deep Learning | 2023
Stanford Online
Natural language processing (NLP) is a crucial part of artificial intelligence (AI), modeling how people share...
YouTube
free video
Stanford XCS224U: Natural Language Understanding I Spring 2023
Stanford Online
Taught by professor Christopher Potts, this professional Stanford Online course draws on theoretical concepts from...
YouTube
free video
Artificial Intelligence (AI) in Education
Khan Academy
Playlist covering all things AI and Education. Be sure to check out Khanmigo, our AI-powered assistant for...
YouTube
free video
Stanford CS229: Machine Learning I Spring 2022
Stanford Online
This course provides a broad introduction to machine learning and statistical pattern recognition. Topics include:...
YouTube
free video
Conversations with Andrew Ng
Stanford Online
In celebration of the launch of the new Machine Learning Specialization on Coursera, Andrew Ng sat down with...
YouTube
free video
The AI Buzz with Luca and Josh
StatQuest with Josh Starmer
AI is moving fast, but no worries, The AI Buzz makes it easy to keep up! Luca Antiga, the Chief Technology Officer...
YouTube
free video
Machine Learning Explainability Workshop I Stanford
Stanford Online
Professor Hima Lakkaraju's day-long workshop at Stanford covered modern techniques for interpretable machine...
YouTube
free video
Stanford CS229M: Machine Learning Theory - Fall 2021
Stanford Online
When do machine learning algorithms work and why? How do we formalize what it means for an algorithm to learn from...
YouTube
free video
Statistical Learning with R
Stanford Online
This is an introductory-level course in supervised learning, with a focus on regression and classification methods....
YouTube
free video
Stanford CS25 - Transformers United
Stanford Online
Stanford CS25: Transformers United Since their introduction in 2017, transformers have revolutionized Natural...
YouTube
free video
Stanford CS221: Artificial Intelligence: Principles and Techniques | Autumn 2021
Stanford Online
For more information about Stanford's Artificial Intelligence professional and graduate programs visit:...
YouTube
free video
Stanford CS521 - AI Safety Seminar
Stanford Online
In this seminar, we will focus on the challenges in the design of safe and verified AI-based systems. We will...
YouTube
free video
MIT 6.801 Machine Vision, Fall 2020
MIT OpenCourseWare
Instructor: Berthold Horn View the complete course: https://ocw.mit.edu/6-801F20 YouTube Playlist:...
advanced
YouTube
free video
Stanford CS224U: Natural Language Understanding | Spring 2021
Stanford Online
The videos in this series are part of the lectures in this Stanford Graduate course CS224U. This project-oriented...
YouTube
free video
Stanford CS224N: Natural Language Processing with Deep Learning | Winter 2021
Stanford Online
For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit:...
YouTube
free video
#66DaysOfData
StatQuest with Josh Starmer
If you want to participate in Ken Jee's #66DaysOfData and are having trouble thinking of new stuff to learn, here's...
intermediate
YouTube
free video
Stanford CS229: Machine Learning Course | Summer 2019 (Anand Avati)
Stanford Online
For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit:...
YouTube
free video
Stanford CS224W: Machine Learning with Graphs
Stanford Online
This course covers important research on the structure and analysis of such large social and information networks...
YouTube
free video
Neural Networks / Deep Learning
StatQuest with Josh Starmer
This playlist has everything you need to know about Neural Networks, from the basics to the state of the art with...
YouTube
free video
XGBoost
StatQuest with Josh Starmer
YouTube
free video
CART - Classification And Regression Trees
StatQuest with Josh Starmer
YouTube
free video
Stanford EE104: Introduction to Machine Learning Full Course
Stanford Online
Lectures by Professor Sanjay Lall, Stanford University. Introduction to machine learning. Topics Include:...
beginner
YouTube
free video
Exploring Data
Khan Academy
How do we make sense of data to better understand the world around us? Together, these lessons from statistics,...
YouTube
free video
Pandas Tutorials
Corey Schafer
YouTube
free video
Stanford CS221: Artificial Intelligence: Principles and Techniques | Autumn 2019
Stanford Online
For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit:...
YouTube
free video
Stanford CS229: Machine Learning led by Andrew Ng | Autumn 2018
Stanford Online
Led by Andrew Ng, this course provides a broad introduction to machine learning and statistical pattern recognition....
YouTube
free video
Artificial Intelligence
Crash Course
In 20 episodes, Jabril will teach you about Artificial Intelligence and Machine Learning! This course is based on a...
YouTube
free video
Data Analysis with Dr Mike Pound
Computerphile
Use data to your advantage. In this Learning Playlist, Dr Mike Pound will help you understand how to refine your...
YouTube
free video
Stanford CS224U: Natural Language Understanding | Spring 2019
Stanford Online
This project-oriented class is focused on developing systems and algorithms for robust machine understanding of...
YouTube
free video
Matplotlib Tutorials
Corey Schafer
In this Python Programming series, we will be learning how to use the Matplotlib library. Matplotlib allows us to...
YouTube
free video
Stanford CS234: Reinforcement Learning | Winter 2019
Stanford Online
This class will provide a solid introduction to the field of RL. Students will learn about the core challenges and...
YouTube
free video
Stanford CS230: Deep Learning | Autumn 2018
Stanford Online
Lectures from Stanford graduate course CS230 taught by Andrew Ng. You will learn about Convolutional networks,...
YouTube
free video
Stanford CS224N: Natural Language Processing with Deep Learning Course | Winter 2019
Stanford Online
For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit:...
YouTube
free video
Data Science
freeCodeCamp
YouTube
free video
Machine Learning
freeCodeCamp
YouTube
free video
Statistics and Machine Learning in R
StatQuest with Josh Starmer
If you want to do statistics and machine learning in R, this playlist is for you, and you only. No one else is...
YouTube
free video
Neural networks
3Blue1Brown
Learn the basics of neural networks and backpropagation, one of the most important algorithms for the modern world.
YouTube
free video
Artificial Intelligence with Rob Miles
Computerphile
Rob Miles is passionate about AI Safety - If we ever invent or discover a general artificial intelligence of human...
YouTube
free video
Learning D3
Traversy Media
YouTube
free video
Computer Vision: Filters (Blur, Edge Detection etc)
Computerphile
Computer vision related YouTube Videos
YouTube
free video
Visualizing Data
TED-Ed