Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

12973
lessons
Text classification - ML on Web with MediaPipe: Episode 9
๐Ÿ“ ML Fundamentals
Text classification - ML on Web with MediaPipe: Episode 9
Google for Developers Beginner 1y ago
Image embedding - ML on Web with MediaPipe: Episode 12
๐Ÿ“ ML Fundamentals
Image embedding - ML on Web with MediaPipe: Episode 12
Google for Developers Beginner 1y ago
WHAT IS BINARY SEARCH?
๐Ÿ“ ML Fundamentals
WHAT IS BINARY SEARCH?
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
7 Data Science Resume Projects
๐Ÿ“ ML Fundamentals
7 Data Science Resume Projects
Analytics Vidhya Intermediate 1y ago
RFS: Machine learning to simulate the physical world
๐Ÿ“ ML Fundamentals
RFS: Machine learning to simulate the physical world
Y Combinator Beginner 1y ago
Visualizing Bias in ReLU Activation ๐Ÿ“Š - Deep Learning Beginner ๐Ÿ‘ถ - Topic 134 #ai #ml
๐Ÿ“ ML Fundamentals
Visualizing Bias in ReLU Activation ๐Ÿ“Š - Deep Learning Beginner ๐Ÿ‘ถ - Topic 134 #ai #ml
deeplizard Beginner 1y ago
Dr. Matthew Bernstein - A Primer of Variational Autoencoders and their Applications in...
๐Ÿ“ ML Fundamentals
Dr. Matthew Bernstein - A Primer of Variational Autoencoders and their Applications in...
Cohere Beginner 1y ago
The Home Depot keeps shelves stocked with machine learning
๐Ÿ“ ML Fundamentals
The Home Depot keeps shelves stocked with machine learning
Google Cloud Beginner 1y ago
How to read the scikit-learn documentation
๐Ÿ“ ML Fundamentals
How to read the scikit-learn documentation
Data School Beginner 1y ago
Bias Effect on Activation Functions โšก - Deep Learning Beginner ๐Ÿ‘ถ - Topic 133 #ai #ml
๐Ÿ“ ML Fundamentals
Bias Effect on Activation Functions โšก - Deep Learning Beginner ๐Ÿ‘ถ - Topic 133 #ai #ml
deeplizard Beginner 1y ago
Build Business Fundamentals  #codebasics #dataanalyst #ai #datascientist #data
๐Ÿ“ ML Fundamentals
Build Business Fundamentals #codebasics #dataanalyst #ai #datascientist #data
codebasics Beginner 1y ago
Beyond AGI, Can AI Help Save the Planet? // Patrick Beukema // MLOps Podcast #225
๐Ÿ“ ML Fundamentals
Beyond AGI, Can AI Help Save the Planet? // Patrick Beukema // MLOps Podcast #225
MLOps.community Advanced 1y ago
How Iโ€™d learned #datascience (if I had to start over) ๏ฟผ
๐Ÿ“ ML Fundamentals
How Iโ€™d learned #datascience (if I had to start over) ๏ฟผ
Shaw Talebi Beginner 1y ago
CPU Pipeline - Computerphile
๐Ÿ“ ML Fundamentals
CPU Pipeline - Computerphile
Computerphile Beginner 1y ago
An Inside Look into Dartmouth's online Master of Engineering in Computer Engineering 04.18.24.
๐Ÿ“ ML Fundamentals
An Inside Look into Dartmouth's online Master of Engineering in Computer Engineering 04.18.24.
Coursera Intermediate 1y ago
Stanford EE274: Data Compression I 2023 I Lecture 18 - Video Compression
๐Ÿ“ ML Fundamentals
Stanford EE274: Data Compression I 2023 I Lecture 18 - Video Compression
Stanford Online Intermediate 1y ago
Stanford EE274: Data Compression I 2023 I Lecture 8 - Beyond IID distributions: Conditional entropy
๐Ÿ“ ML Fundamentals
Stanford EE274: Data Compression I 2023 I Lecture 8 - Beyond IID distributions: Conditional entropy
Stanford Online Intermediate 1y ago
Top 15 Popular Gen AI Tools You Must Know | Best Generative AI Tools To Boost Productivity | Edureka
๐Ÿ“ ML Fundamentals
Top 15 Popular Gen AI Tools You Must Know | Best Generative AI Tools To Boost Productivity | Edureka
edureka! Beginner 1y ago
Fireside chat: Sebastian Ruder
๐Ÿ“ ML Fundamentals
Fireside chat: Sebastian Ruder
Cohere Beginner 1y ago
How bikes *actually* work
๐Ÿ“ ML Fundamentals
How bikes *actually* work
Veritasium Intermediate 1y ago
A Podcast About The Entire History Of The Universe
๐Ÿ“ ML Fundamentals
A Podcast About The Entire History Of The Universe
CrashCourse Beginner 1y ago
OCW Learning Journeys: Maria's Story #MIT #Calculus #STEM #Brazil #OpenEducation #MedicalSchool
๐Ÿ“ ML Fundamentals
OCW Learning Journeys: Maria's Story #MIT #Calculus #STEM #Brazil #OpenEducation #MedicalSchool
MIT OpenCourseWare Beginner 1y ago
Managing Sources of Randomness When Training Deep Neural Networks
๐Ÿ“ ML Fundamentals
Managing Sources of Randomness When Training Deep Neural Networks
Sebastian Raschka Beginner 1y ago
Navigating Power Apps & Automate with Copilot's Guidance | #CopilotChronicles
๐Ÿ“ ML Fundamentals
Navigating Power Apps & Automate with Copilot's Guidance | #CopilotChronicles
Microsoft 365 Developer Intermediate 1y ago
Accelerating Simulations of Multiscale Chemical Reactors | NVIDIA GTC 2024
๐Ÿ“ ML Fundamentals
Accelerating Simulations of Multiscale Chemical Reactors | NVIDIA GTC 2024
NVIDIA Developer Advanced 1y ago
โ€œdevinโ€, โ€œaiโ€, โ€œmachine learningโ€ is so fake
๐Ÿ“ ML Fundamentals
โ€œdevinโ€, โ€œaiโ€, โ€œmachine learningโ€ is so fake
Sajjaad Khader Beginner 1y ago
The New Era of Mixture-of-Experts
๐Ÿ“ ML Fundamentals
The New Era of Mixture-of-Experts
Weights & Biases Beginner 1y ago
Hyper parameters - EXPLAINED!
๐Ÿ“ ML Fundamentals
Hyper parameters - EXPLAINED!
CodeEmporium Beginner 1y ago
I Traded $1000 with Every Tree-Based Machine Learning Model
๐Ÿ“ ML Fundamentals
I Traded $1000 with Every Tree-Based Machine Learning Model
ritvikmath Beginner 1y ago
Bias Gives More or Less Freedom โ“ - Slope and Intercept Dynamics ๐Ÿ“‰ - Topic 132 #ai #ml
๐Ÿ“ ML Fundamentals
Bias Gives More or Less Freedom โ“ - Slope and Intercept Dynamics ๐Ÿ“‰ - Topic 132 #ai #ml
deeplizard Beginner 1y ago
Strength Training for a Sharper Mind ๐Ÿง ๐Ÿ’ช Energize and Excel with Mandy
๐Ÿ“ ML Fundamentals
Strength Training for a Sharper Mind ๐Ÿง ๐Ÿ’ช Energize and Excel with Mandy
deeplizard Beginner 1y ago
Weights and Biases in Action โš–๏ธ - Deep Learning Beginner ๐Ÿ“˜ - Topic 131 #ai #ml
๐Ÿ“ ML Fundamentals
Weights and Biases in Action โš–๏ธ - Deep Learning Beginner ๐Ÿ“˜ - Topic 131 #ai #ml
deeplizard Beginner 1y ago
Stanford EE274: Data Compression I 2023 I Lecture 5 - Asymptotic Equipartition Property
๐Ÿ“ ML Fundamentals
Stanford EE274: Data Compression I 2023 I Lecture 5 - Asymptotic Equipartition Property
Stanford Online Intermediate 1y ago
Stanford EE274: Data Compression I 2023 I Lecture 3 - Kraft Inequality, Entropy, Introduction to SCL
๐Ÿ“ ML Fundamentals
Stanford EE274: Data Compression I 2023 I Lecture 3 - Kraft Inequality, Entropy, Introduction to SCL
Stanford Online Beginner 1y ago
Stanford EE274: Data Compression I 2023 I  Lecture 11 - Lossy Compression Basics; Quantization
๐Ÿ“ ML Fundamentals
Stanford EE274: Data Compression I 2023 I Lecture 11 - Lossy Compression Basics; Quantization
Stanford Online Beginner 1y ago
Stanford EE274: Data Compression I 2023 I Lecture 6 - Arithmetic Coding
๐Ÿ“ ML Fundamentals
Stanford EE274: Data Compression I 2023 I Lecture 6 - Arithmetic Coding
Stanford Online Intermediate 1y ago
Stanford EE274: Data Compression I 2023 I Lecture 16 - Learnt Image Compression
๐Ÿ“ ML Fundamentals
Stanford EE274: Data Compression I 2023 I Lecture 16 - Learnt Image Compression
Stanford Online Intermediate 1y ago
Stanford EE274: Data Compression I 2023 I Lecture 1 - Course Intro, Lossless Data Compression Basics
๐Ÿ“ ML Fundamentals
Stanford EE274: Data Compression I 2023 I Lecture 1 - Course Intro, Lossless Data Compression Basics
Stanford Online Beginner 1y ago
Stanford EE274: Data Compression I 2023 I Lecture 17 - Humans and Compression
๐Ÿ“ ML Fundamentals
Stanford EE274: Data Compression I 2023 I Lecture 17 - Humans and Compression
Stanford Online Intermediate 1y ago
Stanford EE274: Data Compression I 2023 I Lecture 2 - Prefix Free Codes
๐Ÿ“ ML Fundamentals
Stanford EE274: Data Compression I 2023 I Lecture 2 - Prefix Free Codes
Stanford Online Intermediate 1y ago
Stanford EE274: Data Compression I 2023 I Lecture 4 - Huffman Codes
๐Ÿ“ ML Fundamentals
Stanford EE274: Data Compression I 2023 I Lecture 4 - Huffman Codes
Stanford Online Intermediate 1y ago
Stanford EE274: Data Compression I 2023 I Lecture 7 - ANS
๐Ÿ“ ML Fundamentals
Stanford EE274: Data Compression I 2023 I Lecture 7 - ANS
Stanford Online Intermediate 1y ago
Stanford EE274: Data Compression I 2023 I Lecture 10 - LZ and Universal Compression
๐Ÿ“ ML Fundamentals
Stanford EE274: Data Compression I 2023 I Lecture 10 - LZ and Universal Compression
Stanford Online Intermediate 1y ago
Bias Shifts in Hidden Layers ๐ŸŽš๏ธ - Deep Learning Beginner ๐Ÿ“˜ - Topic 130 #ai #ml
๐Ÿ“ ML Fundamentals
Bias Shifts in Hidden Layers ๐ŸŽš๏ธ - Deep Learning Beginner ๐Ÿ“˜ - Topic 130 #ai #ml
deeplizard Beginner 1y ago
NO Bias Term โ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 129 #ai #ml
๐Ÿ“ ML Fundamentals
NO Bias Term โ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 129 #ai #ml
deeplizard Beginner 1y ago
Node Output Without Bias Term ๐Ÿšซ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 128 #ai #ml
๐Ÿ“ ML Fundamentals
Node Output Without Bias Term ๐Ÿšซ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 128 #ai #ml
deeplizard Beginner 1y ago
Isolating a Single Network Weight ๐Ÿ”Ž - Deep Learning Beginner ๐Ÿ‘ถ - Topic 127 #ai #ml
๐Ÿ“ ML Fundamentals
Isolating a Single Network Weight ๐Ÿ”Ž - Deep Learning Beginner ๐Ÿ‘ถ - Topic 127 #ai #ml
deeplizard Beginner 1y ago
Simple Node Output Mechanics ๐Ÿ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 126 #ai #ml
๐Ÿ“ ML Fundamentals
Simple Node Output Mechanics ๐Ÿ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 126 #ai #ml
deeplizard Beginner 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Introduction to the Tidyverse
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Self-paced
Introduction to the Tidyverse
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Develop a Movie Recommendation Engine
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Self-paced
Develop a Movie Recommendation Engine
Opens on Coursera โ†—
Responsible AI: Applying AI Principles with Google Cloud
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Self-paced
Responsible AI: Applying AI Principles with Google Cloud
Opens on Coursera โ†—
Machine Learning for Smart Beta
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Self-paced
Machine Learning for Smart Beta
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Deep Learning: Build & Optimize Neural Networks
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Self-paced
Deep Learning: Build & Optimize Neural Networks
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Introduction to Deep Learning & Neural Networks with Keras
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Self-paced
Introduction to Deep Learning & Neural Networks with Keras
Opens on Coursera โ†—