Foundations

ML Fundamentals

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

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lessons
Skills in this topic
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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
Look Ma, no markers: holistic performance capture without the hassle
ML Fundamentals
Look Ma, no markers: holistic performance capture without the hassle
Microsoft Research Beginner 1y ago
Standard Normal Distribution ๐Ÿ“ˆ - Normalizing Data Values ๐Ÿ”ข - Topic 217 #ai #ml
ML Fundamentals
Standard Normal Distribution ๐Ÿ“ˆ - Normalizing Data Values ๐Ÿ”ข - Topic 217 #ai #ml
deeplizard Beginner 1y ago
Ultimate Guide to Mastering the Python Interview Challenge!
ML Fundamentals
Ultimate Guide to Mastering the Python Interview Challenge!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Exciting Project for 2024 | Launch Your Online Food Delivery App!
ML Fundamentals
Exciting Project for 2024 | Launch Your Online Food Delivery App!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
MLOps Across Borders // Gottam Sai Bhrath & Cole Bailey // MLOps Podcast #263 clip
ML Fundamentals
MLOps Across Borders // Gottam Sai Bhrath & Cole Bailey // MLOps Podcast #263 clip
MLOps.community Intermediate 1y ago
The real science of black holes
ML Fundamentals
The real science of black holes
Veritasium Intermediate 1y ago
Data Science - Hottest field of 2024! #codebasics #datascience #data #shorts
ML Fundamentals
Data Science - Hottest field of 2024! #codebasics #datascience #data #shorts
codebasics Beginner 1y ago
7 PROVEN Strategies To Become An AI Engineer (2025 Updated)
ML Fundamentals
7 PROVEN Strategies To Become An AI Engineer (2025 Updated)
AI For Beginners Beginner 1y ago
Leadership insights from Snowflakeโ€™s Sridhar Ramaswamy
ML Fundamentals
Leadership insights from Snowflakeโ€™s Sridhar Ramaswamy
Weights & Biases Intermediate 1y ago
Software Engineering Internships: 7 Things They Don't Tell You
ML Fundamentals
Software Engineering Internships: 7 Things They Don't Tell You
Jean Lee Intermediate 1y ago
ML Models for Safety-Critical Systems with Lucas Garcรญa - 705
ML Fundamentals
ML Models for Safety-Critical Systems with Lucas Garcรญa - 705
The TWIML AI Podcast with Sam Charrington Beginner 1y ago
September reading group reel
ML Fundamentals
September reading group reel
MLOps.community Intermediate 1y ago
What Do Colleges Look For? Inside Admissions
ML Fundamentals
What Do Colleges Look For? Inside Admissions
Coursera Beginner 1y ago
Why Normalize Data? ๐Ÿ” - Stabilizing Neural Training ๐Ÿ“Š - Topic 216 #ai #ml
ML Fundamentals
Why Normalize Data? ๐Ÿ” - Stabilizing Neural Training ๐Ÿ“Š - Topic 216 #ai #ml
deeplizard Beginner 1y ago
Spotlight on our scholars
ML Fundamentals
Spotlight on our scholars
Saรฏd Business School, University of Oxford Intermediate 1y ago
Demand Forecasting For Stores - AI Project in Python
ML Fundamentals
Demand Forecasting For Stores - AI Project in Python
NeuralNine Beginner 1y ago
You need to learn this! Unlock the Power of AI (Artificial Intelligence) // FREE CCNA 200-301 Course
ML Fundamentals
You need to learn this! Unlock the Power of AI (Artificial Intelligence) // FREE CCNA 200-301 Course
David Bombal Beginner 1y ago
Computer Vision Explained
ML Fundamentals
Computer Vision Explained
365 Data Science Beginner 1y ago
Meet AIโ€™s multitool: Vector embeddings
ML Fundamentals
Meet AIโ€™s multitool: Vector embeddings
Google Cloud Tech Beginner 1y ago
What are text embeddings?
ML Fundamentals
What are text embeddings?
Google Cloud Tech Intermediate 1y ago
Fortitude: Forging a Trillion Dollar Space Economy
ML Fundamentals
Fortitude: Forging a Trillion Dollar Space Economy
Saรฏd Business School, University of Oxford Intermediate 1y ago
Applications of Machine Learning #shorts #codebasics #data #machinelearning #datascientist
ML Fundamentals
Applications of Machine Learning #shorts #codebasics #data #machinelearning #datascientist
codebasics Beginner 1y ago
Drive Win-Win Results with 9 Essential Negotiation Skills
ML Fundamentals
Drive Win-Win Results with 9 Essential Negotiation Skills
Coursera Beginner 1y ago
Writing Cover Letter for Data Science and Machine Learning Job Search | Interview Accelerator Course
ML Fundamentals
Writing Cover Letter for Data Science and Machine Learning Job Search | Interview Accelerator Course
Sahil Vohra Beginner 1y ago
The Perfect Resume for Data Science & Machine Learning Jobs - Part 2 | Interview Accelerator Course
ML Fundamentals
The Perfect Resume for Data Science & Machine Learning Jobs - Part 2 | Interview Accelerator Course
Sahil Vohra Intermediate 1y ago
PyTorch Conference 2024 Highlights
ML Fundamentals
PyTorch Conference 2024 Highlights
PyTorch Beginner 1y ago
OCW Viajes de aprendizaje: La historia de Tomรกs
ML Fundamentals
OCW Viajes de aprendizaje: La historia de Tomรกs
MIT OpenCourseWare Intermediate 1y ago
The Best Data Science Course In Market
ML Fundamentals
The Best Data Science Course In Market
Krish Naik Intermediate 1y ago
Course Teaser: Negotiating for What You Want
ML Fundamentals
Course Teaser: Negotiating for What You Want
Stanford Online Beginner 1y ago
Is Teslaโ€™s Humanoid Robot a Game Changer?
ML Fundamentals
Is Teslaโ€™s Humanoid Robot a Game Changer?
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Exciting Project for 2024 | Launch Your Online Food Delivery App!
ML Fundamentals
Exciting Project for 2024 | Launch Your Online Food Delivery App!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Unlock Your Potential: Supervised Learning Made Easy!
ML Fundamentals
Unlock Your Potential: Supervised Learning Made Easy!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Unlock Your Potential: Supervised Learning Made Easy!
ML Fundamentals
Unlock Your Potential: Supervised Learning Made Easy!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Tesla's Cybercab: The Future of Taxi is Here
ML Fundamentals
Tesla's Cybercab: The Future of Taxi is Here
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
The Secret Coding Language of the Whoop Band!
ML Fundamentals
The Secret Coding Language of the Whoop Band!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Resizing Images for Neural Networks ๐Ÿ”„ - Uniform Shape Prep ๐Ÿ“ - Topic 215 #ai #ml
ML Fundamentals
Resizing Images for Neural Networks ๐Ÿ”„ - Uniform Shape Prep ๐Ÿ“ - Topic 215 #ai #ml
deeplizard Beginner 1y ago
Highlights from UBS CEO Sergio Ermotti speaking to MBA students and alumni.
ML Fundamentals
Highlights from UBS CEO Sergio Ermotti speaking to MBA students and alumni.
Saรฏd Business School, University of Oxford Intermediate 1y ago
Tonic Validate
ML Fundamentals
Tonic Validate
MLOps.community Intermediate 1y ago
September Reading group clip 1
ML Fundamentals
September Reading group clip 1
MLOps.community Intermediate 1y ago
Innovation at Heart: How Moderna is Shaping the Future of Medicine
ML Fundamentals
Innovation at Heart: How Moderna is Shaping the Future of Medicine
Saรฏd Business School, University of Oxford Intermediate 1y ago
Chronon: Airbnb's Open-Source Data Platform
ML Fundamentals
Chronon: Airbnb's Open-Source Data Platform
MLOps.community Beginner 1y ago
Data Engineering: The Missing Piece of Your Data Science Puzzle
ML Fundamentals
Data Engineering: The Missing Piece of Your Data Science Puzzle
MLOps.community Beginner 1y ago
How Data Capture Transforms ML Observability
ML Fundamentals
How Data Capture Transforms ML Observability
MLOps.community Intermediate 1y ago
Real-Time Event Processing for AI/ML with Numaflow // Sri Harsha Yayi // DE4AI
ML Fundamentals
Real-Time Event Processing for AI/ML with Numaflow // Sri Harsha Yayi // DE4AI
MLOps.community Intermediate 1y ago
The Evolution of Lyft's Feature Store // Devon Mittow // DE4AI
ML Fundamentals
The Evolution of Lyft's Feature Store // Devon Mittow // DE4AI
MLOps.community Beginner 1y ago
How To Cut Your Data Infrastructure Costs in Half
ML Fundamentals
How To Cut Your Data Infrastructure Costs in Half
MLOps.community Intermediate 1y ago
Turn Data Chaos into AI Strategy with Programmatic AI Data Development // Elena Boiarskaia // DE4AI
ML Fundamentals
Turn Data Chaos into AI Strategy with Programmatic AI Data Development // Elena Boiarskaia // DE4AI
MLOps.community Beginner 1y ago
Centralized or Decentralized ML Platform? // Jelmer Borst and Daniela Solis // MLOps Podcast #267
ML Fundamentals
Centralized or Decentralized ML Platform? // Jelmer Borst and Daniela Solis // MLOps Podcast #267
MLOps.community Intermediate 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
1 / 3 View all โ†’
Identify Damaged Car Parts with Vertex AutoML Vision
๐Ÿ“š Coursera Course โ†—
Self-paced
Identify Damaged Car Parts with Vertex AutoML Vision
Opens on Coursera โ†—
Generative AI for Data Science
๐Ÿ“š Coursera Course โ†—
Self-paced
Generative AI for Data Science
Opens on Coursera โ†—
KALKรœLรœS I: HAZIRLIK VE ALTYAPI / CALCULUS I: PRECALCULUS
๐Ÿ“š Coursera Course โ†—
Self-paced
KALKรœLรœS I: HAZIRLIK VE ALTYAPI / CALCULUS I: PRECALCULUS
Opens on Coursera โ†—
Statistical Learning for Engineering Part 2
๐Ÿ“š Coursera Course โ†—
Self-paced
Statistical Learning for Engineering Part 2
Opens on Coursera โ†—
Advanced Tokenization and Sentiment Analysis
๐Ÿ“š Coursera Course โ†—
Self-paced
Advanced Tokenization and Sentiment Analysis
Opens on Coursera โ†—
Building Resilient Streaming Systems on GCP em Portuguรชs Brasileiro
๐Ÿ“š Coursera Course โ†—
Self-paced
Building Resilient Streaming Systems on GCP em Portuguรชs Brasileiro
Opens on Coursera โ†—