Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” 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
This is the best terminal you can run on your computer
ML Fundamentals โšก AI Lesson
This is the best terminal you can run on your computer
Underfitted Beginner 1y ago
๐Ÿ“ธ Pixverse AI: Turn Any Image into a Cinematic Video in Seconds!
ML Fundamentals โšก AI Lesson
๐Ÿ“ธ Pixverse AI: Turn Any Image into a Cinematic Video in Seconds!
Analytics Vidhya Intermediate 1y ago
Cardioids in Coffee Cups - Numberphile
ML Fundamentals
Cardioids in Coffee Cups - Numberphile
Numberphile Beginner 1y ago
Code Your Way to Success: Essential Dev Skills
ML Fundamentals
Code Your Way to Success: Essential Dev Skills
Coursera Beginner 1y ago
Mixture-of-Experts (MoE) is a machine learning technique.
18:45
ML Fundamentals โšก AI Lesson
Mixture-of-Experts (MoE) is a machine learning technique.
the6thai Beginner 1y ago
Machine Learning Explained with Oreos ๐Ÿ˜‹
ML Fundamentals โšก AI Lesson
Machine Learning Explained with Oreos ๐Ÿ˜‹
Sajjaad Khader Beginner 1y ago
Keras Crash Course | Deep Learning, Image Modelling, RNNs and More
ML Fundamentals โšก AI Lesson
Keras Crash Course | Deep Learning, Image Modelling, RNNs and More
DataCamp Beginner 1y ago
Running on Empty: Bouncing Back from Burnout
ML Fundamentals
Running on Empty: Bouncing Back from Burnout
Coursera Beginner 1y ago
Working as a Data Science freelancer
ML Fundamentals โšก AI Lesson
Working as a Data Science freelancer
Aladdin Persson Beginner 1y ago
Filter Value Connections in CNNs ๐Ÿ”— - Understanding Network Weights ๐ŸŽš๏ธ - Topic 269 #ai #ml
ML Fundamentals โšก AI Lesson
Filter Value Connections in CNNs ๐Ÿ”— - Understanding Network Weights ๐ŸŽš๏ธ - Topic 269 #ai #ml
deeplizard Beginner 1y ago
Shocking Study: Physician Errors as a Leading Cause of Death
ML Fundamentals
Shocking Study: Physician Errors as a Leading Cause of Death
MLOps.community Beginner 1y ago
AI discovers PHYSICS: Lagrange & Hamiltonian (MIT)
ML Fundamentals โšก AI Lesson
AI discovers PHYSICS: Lagrange & Hamiltonian (MIT)
Discover AI Beginner 1y ago
Charles H  Martin  - WeightWatcher  DataFree Diagnostics for Deep Learning
ML Fundamentals
Charles H Martin - WeightWatcher DataFree Diagnostics for Deep Learning
Cohere Advanced 1y ago
Train Self-Supervised Models with LightlyTrain + DINOv2
ML Fundamentals โšก AI Lesson
Train Self-Supervised Models with LightlyTrain + DINOv2
Aladdin Persson Intermediate 1y ago
The Tea Lady Experiment - Numberphile
ML Fundamentals
The Tea Lady Experiment - Numberphile
Numberphile Beginner 1y ago
Learn real-world skills with AI Tutor | Michael Gawenka, Solutions Consultant, HackerRank
ML Fundamentals
Learn real-world skills with AI Tutor | Michael Gawenka, Solutions Consultant, HackerRank
HackerRank Beginner 1y ago
AI Concepts You NEED to Know (Learn AI Fast)
ML Fundamentals
AI Concepts You NEED to Know (Learn AI Fast)
Jean Lee Beginner 1y ago
Vision: Structure of the eye - Explained!
ML Fundamentals โšก AI Lesson
Vision: Structure of the eye - Explained!
CodeEmporium Advanced 1y ago
Illustrating Convolutional Layer Connectivity ๐ŸŒ - CNN Structure ๐Ÿ—๏ธ - Topic 268 #ai #ml
ML Fundamentals โšก AI Lesson
Illustrating Convolutional Layer Connectivity ๐ŸŒ - CNN Structure ๐Ÿ—๏ธ - Topic 268 #ai #ml
deeplizard Beginner 1y ago
#297 The Past and Future of Language Models | Andriy Burkov, Author of The Hundred-Page ML Book
ML Fundamentals โšก AI Lesson
#297 The Past and Future of Language Models | Andriy Burkov, Author of The Hundred-Page ML Book
DataCamp Advanced 1y ago
Optimizing AI Infrastructure
ML Fundamentals
Optimizing AI Infrastructure
MLOps.community Intermediate 1y ago
Reinforcement Learning with Neural Networks: Mathematical Details
ML Fundamentals โšก AI Lesson
Reinforcement Learning with Neural Networks: Mathematical Details
StatQuest (Josh Starmer) Beginner 1y ago
Accelerate scikit-learn Machine Learning Models 50x with NVIDIA cuML
ML Fundamentals
Accelerate scikit-learn Machine Learning Models 50x with NVIDIA cuML
Krish Naik Beginner 1y ago
The AI Tool That Will Replace Web Developers Is HERE
ML Fundamentals
The AI Tool That Will Replace Web Developers Is HERE
Jean Lee Beginner 1y ago
Wells Fargoโ€™s AI Just Handled 245M Interactions โ€” No Humans Involved!
ML Fundamentals
Wells Fargoโ€™s AI Just Handled 245M Interactions โ€” No Humans Involved!
Analytics Vidhya Intermediate 1y ago
How to prepare for the future of development and AI
ML Fundamentals โšก AI Lesson
How to prepare for the future of development and AI
Underfitted Intermediate 1y ago
Overarchitected with Nick & Holly April ...Rapidfire
ML Fundamentals โšก AI Lesson
Overarchitected with Nick & Holly April ...Rapidfire
Databricks Intermediate 1y ago
Gen AI Comprehensive Roadmap
ML Fundamentals
Gen AI Comprehensive Roadmap
GeeksforGeeks Intermediate 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Guest Lecture: Somil Bansal, Stanford
ML Fundamentals โšก AI Lesson
Stanford AA228V I Validation of Safety Critical Systems I Guest Lecture: Somil Bansal, Stanford
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Explainability
ML Fundamentals โšก AI Lesson
Stanford AA228V I Validation of Safety Critical Systems I Explainability
Stanford Online Beginner 1y ago
Reinforcement Learning: Zero to Hero
ML Fundamentals โšก AI Lesson
Reinforcement Learning: Zero to Hero
CodeEmporium Advanced 1y ago
The World's LONGEST Klein Bottle - Numberphile
ML Fundamentals
The World's LONGEST Klein Bottle - Numberphile
Numberphile Beginner 1y ago
What Does Effective Checkpointing Mean for Streaming Workloads?
ML Fundamentals โšก AI Lesson
What Does Effective Checkpointing Mean for Streaming Workloads?
MLOps.community Advanced 1y ago
Filter Weights in Convolutional Layers ๐Ÿ‹๏ธโ€โ™‚๏ธ - CNN Weights Analysis ๐Ÿ“ˆ - Topic 267 #ai #ml
ML Fundamentals โšก AI Lesson
Filter Weights in Convolutional Layers ๐Ÿ‹๏ธโ€โ™‚๏ธ - CNN Weights Analysis ๐Ÿ“ˆ - Topic 267 #ai #ml
deeplizard Beginner 1y ago
The Hottest Programming Language? English.
ML Fundamentals
The Hottest Programming Language? English.
Jean Lee Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Discrete Reachability
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Discrete Reachability
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Runtime Monitoring
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Runtime Monitoring
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Reachability for Nonlinear Systems
ML Fundamentals โšก AI Lesson
Stanford AA228V I Validation of Safety Critical Systems I Reachability for Nonlinear Systems
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Reachability for Linear Systems
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Reachability for Linear Systems
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Adaptive Importance Sampling
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Adaptive Importance Sampling
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Importance Sampling
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Importance Sampling
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Failure Distribution
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Failure Distribution
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Guest Lecture: Anthony Corso, Terra AI
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Guest Lecture: Anthony Corso, Terra AI
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Falsification through Planning
ML Fundamentals โšก AI Lesson
Stanford AA228V I Validation of Safety Critical Systems I Falsification through Planning
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Falsification through Optimization
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Falsification through Optimization
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Property Specification 2
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Property Specification 2
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Property Specification 1
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Property Specification 1
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I System Modeling
ML Fundamentals โšก AI Lesson
Stanford AA228V I Validation of Safety Critical Systems I System Modeling
Stanford Online Beginner 1y ago
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