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
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
Pro-Palestine Google Employees Arrested Protesting Against Project Nimbus [Archive, April 16, 2024]
ML Fundamentals
Pro-Palestine Google Employees Arrested Protesting Against Project Nimbus [Archive, April 16, 2024]
Unicorn Riot 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
Tutorial 6-One Hot Encoding Word Embedding Indepth Intution In NLP- Krish Naik Hindi
ML Fundamentals
Tutorial 6-One Hot Encoding Word Embedding Indepth Intution In NLP- Krish Naik Hindi
Krish Naik Hindi Beginner 2y ago
Tutorial 5- Plan Of Learning Text Embedding In NLP- Krish Naik Hindi
ML Fundamentals
Tutorial 5- Plan Of Learning Text Embedding In NLP- Krish Naik Hindi
Krish Naik Hindi 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
AI NOW : Confusion Matrix Explained In-Depth using of Real-Time Use-Case (By Talent Catalyst AI)
ML Fundamentals
AI NOW : Confusion Matrix Explained In-Depth using of Real-Time Use-Case (By Talent Catalyst AI)
Talent Catalyst AI 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
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
Free Live Courses: Full-Stack Machine Learning and Building Systems with LLMs
ML Fundamentals ⚡ AI Lesson
Free Live Courses: Full-Stack Machine Learning and Building Systems with LLMs
Outerbounds Intermediate 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
UNT | Online Information Session for U.S. & International Students | 03.26.24.
ML Fundamentals
UNT | Online Information Session for U.S. & International Students | 03.26.24.
Coursera Beginner 2y ago
Human Stories in AI: Fabio Urbina
ML Fundamentals
Human Stories in AI: Fabio Urbina
StatQuest with Josh Starmer Beginner 2y ago
Input Neuron is a Lie!
ML Fundamentals
Input Neuron is a Lie!
Thinking Neuron Beginner 2y ago
Setting Up External Server GPUs for AI/ML/DL - RTX 3090
ML Fundamentals ⚡ AI Lesson
Setting Up External Server GPUs for AI/ML/DL - RTX 3090
TheDataDaddi Beginner 2y ago
Daniela Rus & Gregory Mone | The Heart and the Chip: Our Bright Future with Robots | Talks at Google
ML Fundamentals
Daniela Rus & Gregory Mone | The Heart and the Chip: Our Bright Future with Robots | Talks at Google
Talks at Google Beginner 2y ago
Roles in Data Science Explained: A Culinary Perspective
ML Fundamentals
Roles in Data Science Explained: A Culinary Perspective
K-Transfer Beginner 2y ago
Demystifying Data Science Roles: A Kitchen Analogy
ML Fundamentals
Demystifying Data Science Roles: A Kitchen Analogy
K-Transfer Beginner 2y ago
Empowering Radiologists with AI and Metaflow
ML Fundamentals ⚡ AI Lesson
Empowering Radiologists with AI and Metaflow
Outerbounds Beginner 2y ago
NVIDIA Triton Inference Server and its use in Netflix's Model Scoring Service
ML Fundamentals ⚡ AI Lesson
NVIDIA Triton Inference Server and its use in Netflix's Model Scoring Service
Outerbounds Beginner 2y ago
Hosting Models at Scale
ML Fundamentals ⚡ AI Lesson
Hosting Models at Scale
Outerbounds Beginner 2y ago
Welcomer to Netflix HQ: Metaflow Stories
ML Fundamentals ⚡ AI Lesson
Welcomer to Netflix HQ: Metaflow Stories
Outerbounds Beginner 2y ago
Data Analysis & Machine Learning: Explained in 60 Seconds!
ML Fundamentals
Data Analysis & Machine Learning: Explained in 60 Seconds!
K-Transfer Beginner 2y ago
When Higher Volatility is Better in the Stock Market : Call Options
ML Fundamentals ⚡ AI Lesson
When Higher Volatility is Better in the Stock Market : Call Options
ritvikmath Intermediate 2y ago
The magic translator turning code into action - Compiler✨💻
ML Fundamentals
The magic translator turning code into action - Compiler✨💻
Entri Coding മലയാളം Beginner 2y ago
Common Coding Questions Part 2
ML Fundamentals
Common Coding Questions Part 2
Entri Coding മലയാളം Beginner 2y ago
📚 Continue on Coursera External links · Free to audit
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Machine Learning in the Enterprise - Français
📚 External: Coursera ↗
Self-paced
Machine Learning in the Enterprise - Français
Opens on Coursera ↗
NumPy, Matplotlib & Pandas – Data Science Prerequisites
📚 External: Coursera ↗
Self-paced
NumPy, Matplotlib & Pandas – Data Science Prerequisites
Opens on Coursera ↗
Optimize AI: Build Reusable Model Pipelines
📚 External: Coursera ↗
Self-paced
Optimize AI: Build Reusable Model Pipelines
Opens on Coursera ↗
IA Para Todos (Português)
📚 External: Coursera ↗
Self-paced
IA Para Todos (Português)
Opens on Coursera ↗
How to Develop Affordable Innovations - Jagdish Sheth
📚 External: Coursera ↗
Self-paced
How to Develop Affordable Innovations - Jagdish Sheth
Opens on Coursera ↗
Scalable Machine Learning on Big Data using Apache Spark
📚 External: Coursera ↗
Self-paced
Scalable Machine Learning on Big Data using Apache Spark
Opens on Coursera ↗