Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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ML Maths Basics
beginner
Manipulate vectors and matrices
Supervised Learning
beginner
Train decision trees, random forests, and neural nets
Unsupervised Learning
intermediate
Apply k-means and DBSCAN clustering
ML Pipelines
intermediate
Engineer features and handle missing data
Demis Hassabis on the frontiers of AI
ML Fundamentals
Demis Hassabis on the frontiers of AI
Google for Developers Beginner 1y ago
What's new in the Gemmaverse
ML Fundamentals
What's new in the Gemmaverse
Google for Developers Intermediate 1y ago
Automate your work and integrate with Google Workspace
ML Fundamentals
Automate your work and integrate with Google Workspace
Google Cloud Tech Beginner 1y ago
Can quantum computers break the speed of information?
ML Fundamentals
Can quantum computers break the speed of information?
Serrano.Academy Beginner 1y ago
Took Me Two Years To Learn This But You Only Need These Three Videos #machinelearning #shorts #ai
ML Fundamentals
Took Me Two Years To Learn This But You Only Need These Three Videos #machinelearning #shorts #ai
WebKnower Beginner 1y ago
CS50's Fundamentals of AI - Lecture 1 - Predicting (live, unedited)
ML Fundamentals
CS50's Fundamentals of AI - Lecture 1 - Predicting (live, unedited)
CS50 Beginner 1y ago
Getting Started with Machine Learning: Supervised and Unsupervised Learning + Scikit-Learn
ML Fundamentals
Getting Started with Machine Learning: Supervised and Unsupervised Learning + Scikit-Learn
GeeksforGeeks Beginner 1y ago
Unlocking ML Performance on TPUs and GPUs
ML Fundamentals
Unlocking ML Performance on TPUs and GPUs
Google Cloud Tech Beginner 1y ago
Abstracts: Heat Transfer and Deep Learning with Hongxia Hao and Bing Lv
ML Fundamentals
Abstracts: Heat Transfer and Deep Learning with Hongxia Hao and Bing Lv
Microsoft Research Beginner 1y ago
#01 Myths & Realities to become a Data Scientist 🚨 | Data Science Course Series in Tamil
ML Fundamentals
#01 Myths & Realities to become a Data Scientist 🚨 | Data Science Course Series in Tamil
AI Coach John (Tamil) Beginner 1y ago
Explore the potential of Computer-Using Agents: Insights from Avanade | ODFP975
ML Fundamentals
Explore the potential of Computer-Using Agents: Insights from Avanade | ODFP975
Microsoft Developer Intermediate 1y ago
Oxford Bank Governance Programme
ML Fundamentals
Oxford Bank Governance Programme
Saïd Business School, University of Oxford Beginner 1y ago
Adding memory to Cursor using MCP and a Knowledge Graph database
ML Fundamentals ⚡ AI Lesson
Adding memory to Cursor using MCP and a Knowledge Graph database
Simon Willison (underfitted) Beginner 1y ago
Embeddings in Machine Learning
ML Fundamentals
Embeddings in Machine Learning
Outcome School Beginner 1y ago
Neural Network Training in Tamil | Epoch | Batch Size | Batch Norm | Optimizers | Early Stopping
ML Fundamentals
Neural Network Training in Tamil | Epoch | Batch Size | Batch Norm | Optimizers | Early Stopping
Adi Explains Beginner 1y ago
A Problem with Infinite Hotel Keys - Numberphile
ML Fundamentals
A Problem with Infinite Hotel Keys - Numberphile
Numberphile Beginner 1y ago
Oxford Africa Business Forum: Development Finance - A Double Edged-Sword?
ML Fundamentals
Oxford Africa Business Forum: Development Finance - A Double Edged-Sword?
Saïd Business School, University of Oxford Intermediate 1y ago
5 Jobs in High Demand: How to Find the Right One for You
ML Fundamentals
5 Jobs in High Demand: How to Find the Right One for You
Coursera Intermediate 1y ago
How to create a Dev Container for your project in Visual Studio Code
ML Fundamentals ⚡ AI Lesson
How to create a Dev Container for your project in Visual Studio Code
Simon Willison (underfitted) Intermediate 1y ago
Feature Engineering in Machine Learning
ML Fundamentals
Feature Engineering in Machine Learning
Outcome School Beginner 1y ago
Hash Collisions & The Birthday Paradox - Computerphile
ML Fundamentals ⚡ AI Lesson
Hash Collisions & The Birthday Paradox - Computerphile
Computerphile Beginner 1y ago
Will AI kill humanity?
ML Fundamentals
Will AI kill humanity?
GeeksforGeeks Beginner 1y ago
ML Foundations for AI Engineers (in 34 Minutes)
ML Fundamentals
ML Foundations for AI Engineers (in 34 Minutes)
Shaw Talebi Beginner 1y ago
Networking Don'ts: Expert Tips from Susan McPherson 💡
ML Fundamentals
Networking Don'ts: Expert Tips from Susan McPherson 💡
Coursera Beginner 1y ago
Jeremy Bernstein - Depths of First Order Optimization
ML Fundamentals
Jeremy Bernstein - Depths of First Order Optimization
Cohere Advanced 1y ago
Unitree G1 - Moving the arms/hands - Dev w/ G1 Humanoid P.3
ML Fundamentals ⚡ AI Lesson
Unitree G1 - Moving the arms/hands - Dev w/ G1 Humanoid P.3
Sentdex Intermediate 1y ago
Reinforcement Learning in 100 Seconds
ML Fundamentals
Reinforcement Learning in 100 Seconds
Infinite Codes Beginner 1y ago
Resume Project Challenge 15 #ipl2025 #data #dataanalyst #shorts
ML Fundamentals
Resume Project Challenge 15 #ipl2025 #data #dataanalyst #shorts
codebasics Intermediate 1y ago
Advancing Fusion with ML/AI
ML Fundamentals ⚡ AI Lesson
Advancing Fusion with ML/AI
Microsoft Research Intermediate 1y ago
Data Analyst Career #data #codebasics #career #dataanalyst #job #shorts
ML Fundamentals
Data Analyst Career #data #codebasics #career #dataanalyst #job #shorts
codebasics Beginner 1y ago
Subroutines in Low Level Code - Computerphile
ML Fundamentals ⚡ AI Lesson
Subroutines in Low Level Code - Computerphile
Computerphile Beginner 1y ago
Brainf*ck PURE MADNESS. #programming #coding #python #code
ML Fundamentals
Brainf*ck PURE MADNESS. #programming #coding #python #code
MikixIT Intermediate 1y ago
AI vs Human Lawyer: The Future of Legal Practice
ML Fundamentals
AI vs Human Lawyer: The Future of Legal Practice
Everything AI and Law Podcast Beginner 1y ago
Top Python Libraries & Frameworks You NEED to Know! 🐍
0:06
ML Fundamentals ⚡ AI Lesson
Top Python Libraries & Frameworks You NEED to Know! 🐍
CydexCode Beginner 1y ago
The Voice of the AI Engineer
ML Fundamentals
The Voice of the AI Engineer
Latent Space Beginner 1y ago
Cross Entropy Loss Function in Deep Learning | Deep Learning in Tamil | Adi Explains
ML Fundamentals
Cross Entropy Loss Function in Deep Learning | Deep Learning in Tamil | Adi Explains
Adi Explains Beginner 1y ago
AI, Machine Learning, Deep Learning: What’s the Difference?
ML Fundamentals
AI, Machine Learning, Deep Learning: What’s the Difference?
Jean Lee Beginner 1y ago
Delivering on the promise of cloud with AI for Professional Services businesses.
ML Fundamentals
Delivering on the promise of cloud with AI for Professional Services businesses.
sa.global Beginner 1y ago
Speech to Text (13.3)
ML Fundamentals
Speech to Text (13.3)
Jeff Heaton Beginner 1y ago
NBA MVP Machine Learning Prediction ‼️
ML Fundamentals
NBA MVP Machine Learning Prediction ‼️
Sajjaad Khader Beginner 1y ago
End to End Data Provenance and Compliance for GenAI Pipelines #ai #datacompliance #genai
ML Fundamentals ⚡ AI Lesson
End to End Data Provenance and Compliance for GenAI Pipelines #ai #datacompliance #genai
Data Science Dojo Intermediate 1y ago
Tracking elephants with AI!
ML Fundamentals
Tracking elephants with AI!
MLOps.community Intermediate 1y ago
What is JAX?
ML Fundamentals
What is JAX?
Google for Developers Beginner 1y ago
Web Development Skills: Ultimate Guide for Beginners
ML Fundamentals
Web Development Skills: Ultimate Guide for Beginners
Coursera Beginner 1y ago
One-hot Encoding in Machine Learning
ML Fundamentals
One-hot Encoding in Machine Learning
Outcome School Beginner 1y ago
5 High-Paying Jobs You Should Know About
ML Fundamentals
5 High-Paying Jobs You Should Know About
Coursera Beginner 1y ago
Webinar: How great influencers drive change | High Performance Leadership Programme
ML Fundamentals
Webinar: How great influencers drive change | High Performance Leadership Programme
Saïd Business School, University of Oxford Intermediate 1y ago
Comfort Kills Innovation: Why Diversity Fuels Creativity
ML Fundamentals
Comfort Kills Innovation: Why Diversity Fuels Creativity
Coursera Beginner 1y ago
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Using BigQuery Machine Learning for inference
📚 External: Coursera ↗
Self-paced
Using BigQuery Machine Learning for inference
Opens on Coursera ↗
Análisis exploratorio de datos con Python y Pandas
📚 External: Coursera ↗
Self-paced
Análisis exploratorio de datos con Python y Pandas
Opens on Coursera ↗
Machine Learning with Python: Build & Optimize
📚 External: Coursera ↗
Self-paced
Machine Learning with Python: Build & Optimize
Opens on Coursera ↗
Cloud Analytics with Google Cloud Platform
📚 External: Coursera ↗
Self-paced
Cloud Analytics with Google Cloud Platform
Opens on Coursera ↗
GenAI for Compensation Analysis in Law Firms
📚 External: Coursera ↗
Self-paced
GenAI for Compensation Analysis in Law Firms
Opens on Coursera ↗
Cervical Cancer Risk Prediction Using Machine Learning
📚 External: Coursera ↗
Self-paced
Cervical Cancer Risk Prediction Using Machine Learning
Opens on Coursera ↗