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
Fireside chat: Sebastian Ruder
ML Fundamentals ⚡ AI Lesson
Fireside chat: Sebastian Ruder
Cohere Beginner 2y ago
NO Bias Term ❓ - Deep Learning Beginner 👶 - Topic 129 #ai #ml
ML Fundamentals ⚡ AI Lesson
NO Bias Term ❓ - Deep Learning Beginner 👶 - Topic 129 #ai #ml
deeplizard Beginner 2y ago
OCW Learning Journeys: Maria's Story #MIT #Calculus #STEM #Brazil #OpenEducation #MedicalSchool
ML Fundamentals
OCW Learning Journeys: Maria's Story #MIT #Calculus #STEM #Brazil #OpenEducation #MedicalSchool
MIT OpenCourseWare Beginner 2y ago
Node Output Without Bias Term 🚫 - Deep Learning Beginner 👶 - Topic 128 #ai #ml
ML Fundamentals ⚡ AI Lesson
Node Output Without Bias Term 🚫 - Deep Learning Beginner 👶 - Topic 128 #ai #ml
deeplizard Beginner 2y ago
Managing Sources of Randomness When Training Deep Neural Networks
ML Fundamentals ⚡ AI Lesson
Managing Sources of Randomness When Training Deep Neural Networks
Sebastian Raschka Beginner 2y ago
Navigating Power Apps & Automate with Copilot's Guidance | #CopilotChronicles
ML Fundamentals
Navigating Power Apps & Automate with Copilot's Guidance | #CopilotChronicles
Microsoft 365 Developer Intermediate 2y ago
Accelerating Simulations of Multiscale Chemical Reactors | NVIDIA GTC 2024
ML Fundamentals
Accelerating Simulations of Multiscale Chemical Reactors | NVIDIA GTC 2024
NVIDIA Developer Advanced 2y ago
“devin”, “ai”, “machine learning” is so fake
ML Fundamentals
“devin”, “ai”, “machine learning” is so fake
Sajjaad Khader Beginner 2y ago
The New Era of Mixture-of-Experts
ML Fundamentals ⚡ AI Lesson
The New Era of Mixture-of-Experts
Weights & Biases Beginner 2y ago
Hyper parameters - EXPLAINED!
ML Fundamentals ⚡ AI Lesson
Hyper parameters - EXPLAINED!
CodeEmporium Beginner 2y ago
I Traded $1000 with Every Tree-Based Machine Learning Model
ML Fundamentals
I Traded $1000 with Every Tree-Based Machine Learning Model
ritvikmath Beginner 2y ago
Spam Mail Detection with Machine Learning in Python
ML Fundamentals ⚡ AI Lesson
Spam Mail Detection with Machine Learning in Python
NeuralNine Beginner 2y ago
Unlock Your Data Potential: Discover Transformative Insights!
ML Fundamentals
Unlock Your Data Potential: Discover Transformative Insights!
K-Transfer Beginner 2y ago
Accelerating Drug Discovery by Combining Quantum-Based Models w/ Machine Learning | NVIDIA GTC 2024
ML Fundamentals ⚡ AI Lesson
Accelerating Drug Discovery by Combining Quantum-Based Models w/ Machine Learning | NVIDIA GTC 2024
NVIDIA Developer Advanced 2y ago
AI Safety and Reliability // Petar Tsankov // MLOps podcast #218 clip
ML Fundamentals
AI Safety and Reliability // Petar Tsankov // MLOps podcast #218 clip
MLOps.community Beginner 2y ago
Want a career in high demand? Learn how Software testing can be your key!🙌
ML Fundamentals
Want a career in high demand? Learn how Software testing can be your key!🙌
Entri Coding മലയാളം Beginner 2y ago
Cohen's Kappa : Data Science Basics
ML Fundamentals
Cohen's Kappa : Data Science Basics
ritvikmath Beginner 2y ago
Demystifying AI, ML, DL, and Data Science: Simplified Guide!
ML Fundamentals
Demystifying AI, ML, DL, and Data Science: Simplified Guide!
K-Transfer Beginner 2y ago
Learn to code for free with Stanford's Code in Place | The Topics
ML Fundamentals ⚡ AI Lesson
Learn to code for free with Stanford's Code in Place | The Topics
Stanford Online Beginner 2y ago
Learn to code for free with Stanford's Code in Place | Why you should join
ML Fundamentals
Learn to code for free with Stanford's Code in Place | Why you should join
Stanford Online Beginner 2y ago
ML Pro Tip: What You NEED to Know Before Deep Learning! #machinelearning
ML Fundamentals
ML Pro Tip: What You NEED to Know Before Deep Learning! #machinelearning
Jean Lee Beginner 2y ago
Revving Up Sales: How Carsales Boosts Profits with Metaflow
ML Fundamentals ⚡ AI Lesson
Revving Up Sales: How Carsales Boosts Profits with Metaflow
Outerbounds Intermediate 2y ago
Deep Learning on Rails with PyTorch Lightning | Step by Step PyTorch
ML Fundamentals ⚡ AI Lesson
Deep Learning on Rails with PyTorch Lightning | Step by Step PyTorch
DataCamp Intermediate 2y ago
Amazon Go “machine learning” debacle explained
ML Fundamentals
Amazon Go “machine learning” debacle explained
Sajjaad Khader Beginner 2y ago
Johannes Kolbe - Deep Learning in Computer Vision
ML Fundamentals ⚡ AI Lesson
Johannes Kolbe - Deep Learning in Computer Vision
Cohere Beginner 2y ago
Creating APIs For Machine Learning Models with FastAPI
ML Fundamentals ⚡ AI Lesson
Creating APIs For Machine Learning Models with FastAPI
NeuralNine Beginner 2y ago
Boost Your Data Integrity for Machine Learning Success
ML Fundamentals ⚡ AI Lesson
Boost Your Data Integrity for Machine Learning Success
Professor Charley T Beginner 2y ago
Intoduction of Differentiation and Partial Differentiation | GATE DA 2025 | GFG Noida Classroom
ML Fundamentals
Intoduction of Differentiation and Partial Differentiation | GATE DA 2025 | GFG Noida Classroom
GeeksforGeeks Beginner 2y ago
Increase Landing Page Conversions with Machine Learning Optimization
ML Fundamentals
Increase Landing Page Conversions with Machine Learning Optimization
Professor Charley T Beginner 2y ago
AI vs. AI Fight
ML Fundamentals ⚡ AI Lesson
AI vs. AI Fight
AI Warehouse Beginner 2y ago
The State of Production Machine Learning in 2024 // Alejandro Saucedo // AI in Production
ML Fundamentals ⚡ AI Lesson
The State of Production Machine Learning in 2024 // Alejandro Saucedo // AI in Production
MLOps.community Intermediate 2y ago
Manual Testing vs Automation Testing | Manual vs Automation Testing | Edureka
ML Fundamentals
Manual Testing vs Automation Testing | Manual vs Automation Testing | Edureka
edureka! Advanced 2y ago
Exploring basic terms & concepts - Unlock the world of programming with clear explanation.
ML Fundamentals ⚡ AI Lesson
Exploring basic terms & concepts - Unlock the world of programming with clear explanation.
Entri Coding മലയാളം Beginner 2y ago
Understanding AI from Scratch – Neural Networks Course
ML Fundamentals ⚡ AI Lesson
Understanding AI from Scratch – Neural Networks Course
freeCodeCamp.org Beginner 2y ago
A fireside chat with Jeanine Banks and Oriol Vinyals
ML Fundamentals
A fireside chat with Jeanine Banks and Oriol Vinyals
Google for Developers Beginner 2y ago
Isolating a Single Network Weight 🔎 - Deep Learning Beginner 👶 - Topic 127 #ai #ml
ML Fundamentals ⚡ AI Lesson
Isolating a Single Network Weight 🔎 - Deep Learning Beginner 👶 - Topic 127 #ai #ml
deeplizard Beginner 2y ago
Simple Node Output Mechanics 📐 - Deep Learning Beginner 👶 - Topic 126 #ai #ml
ML Fundamentals ⚡ AI Lesson
Simple Node Output Mechanics 📐 - Deep Learning Beginner 👶 - Topic 126 #ai #ml
deeplizard Beginner 2y ago
Forward Pass with Bias 🔄 - Deep Learning Beginner 👶 - Topic 125 #ai #ml
ML Fundamentals ⚡ AI Lesson
Forward Pass with Bias 🔄 - Deep Learning Beginner 👶 - Topic 125 #ai #ml
deeplizard Beginner 2y ago
Bias Impact on Activation 🎚️ - Deep Learning Beginner 👶 - Topic 124 #ai #ml
ML Fundamentals ⚡ AI Lesson
Bias Impact on Activation 🎚️ - Deep Learning Beginner 👶 - Topic 124 #ai #ml
deeplizard Beginner 2y ago
Are Bias Nodes Learnable ❓ - Deep Learning Beginner 👶 - Topic 123 #ai #ml
ML Fundamentals ⚡ AI Lesson
Are Bias Nodes Learnable ❓ - Deep Learning Beginner 👶 - Topic 123 #ai #ml
deeplizard Beginner 2y ago
Unveiling Bias Nodes 📈 - Deep Learning Beginner 👶 - Topic 122 #ai #ml
ML Fundamentals ⚡ AI Lesson
Unveiling Bias Nodes 📈 - Deep Learning Beginner 👶 - Topic 122 #ai #ml
deeplizard Beginner 2y ago
Backpropagation Uses What ❓📊 - The Math Behind Backpropagation ⛓️ - Topic 121 #ai #ml
ML Fundamentals ⚡ AI Lesson
Backpropagation Uses What ❓📊 - The Math Behind Backpropagation ⛓️ - Topic 121 #ai #ml
deeplizard Beginner 2y ago
Backpropagation in Action 🚀 - Navigating Weight Updates 🧭 - Topic 120 #ai #ml
ML Fundamentals ⚡ AI Lesson
Backpropagation in Action 🚀 - Navigating Weight Updates 🧭 - Topic 120 #ai #ml
deeplizard Beginner 2y ago
Safety First 🚨 Lift Heavy with the Help of a Spotter 💪 - Mandy
ML Fundamentals ⚡ AI Lesson
Safety First 🚨 Lift Heavy with the Help of a Spotter 💪 - Mandy
deeplizard Beginner 2y ago
Layer-by-Layer Weight Updates 🏋️ - The Backprop Ripple Effect ⚡ - Topic 119 #ai #ml
ML Fundamentals ⚡ AI Lesson
Layer-by-Layer Weight Updates 🏋️ - The Backprop Ripple Effect ⚡ - Topic 119 #ai #ml
deeplizard Beginner 2y ago
Optimizing Weight Updates 🎲 - Supervised Learning Dynamics 📚 - Topic 118 #ai #ml
ML Fundamentals ⚡ AI Lesson
Optimizing Weight Updates 🎲 - Supervised Learning Dynamics 📚 - Topic 118 #ai #ml
deeplizard Beginner 2y ago
Zooming in on Weight Adjustments 🔍 - Backpropagation's Role 🎚️ - Topic 117 #ai #ml
ML Fundamentals ⚡ AI Lesson
Zooming in on Weight Adjustments 🔍 - Backpropagation's Role 🎚️ - Topic 117 #ai #ml
deeplizard Beginner 2y ago
Forward/Backward Pass ➡️⬅️ - Deep Learning Beginner 👶 - Topic 116 #ai #ml
ML Fundamentals ⚡ AI Lesson
Forward/Backward Pass ➡️⬅️ - Deep Learning Beginner 👶 - Topic 116 #ai #ml
deeplizard Beginner 2y ago
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Problem-Dependent Resampling Techniques
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Introduction to AI for Beginners
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NVIDIA: Fundamentals of Machine Learning
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