Foundations

ML Fundamentals

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

12,188
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
A Number to the Power of a Matrix - Numberphile
ML Fundamentals
A Number to the Power of a Matrix - Numberphile
Numberphile Beginner 1y ago
Mastering Your Data with Sajith Wickramasekara
ML Fundamentals โšก AI Lesson
Mastering Your Data with Sajith Wickramasekara
a16z Beginner 1y ago
Advanced Pattern Detection in CNNs ๐ŸŽฏ - From Edges to Objects ๐Ÿ–Œ๏ธ - Topic 233 #ai #ml
ML Fundamentals โšก AI Lesson
Advanced Pattern Detection in CNNs ๐ŸŽฏ - From Edges to Objects ๐Ÿ–Œ๏ธ - Topic 233 #ai #ml
deeplizard Beginner 1y ago
No Priors Ep. 93 | With Akash Systems' Felix Ejeckam and Ty Mitchell
ML Fundamentals
No Priors Ep. 93 | With Akash Systems' Felix Ejeckam and Ty Mitchell
No Priors: AI, Machine Learning, Tech, & Startups Beginner 1y ago
AI Learns to Play Dodgeball!  #ai #deeplearning #aiwarehouse
ML Fundamentals โšก AI Lesson
AI Learns to Play Dodgeball! #ai #deeplearning #aiwarehouse
AI Warehouse Beginner 1y ago
Databricks at AWS re:Invent 2024
ML Fundamentals โšก AI Lesson
Databricks at AWS re:Invent 2024
Databricks Intermediate 1y ago
Stanford Webinar - Creating Fair, Useful, and Reliable AI in Healthcare
ML Fundamentals
Stanford Webinar - Creating Fair, Useful, and Reliable AI in Healthcare
Stanford Online Beginner 1y ago
Live-Implementing End To End Big Data Engineering Project With Cloud Part 2
ML Fundamentals
Live-Implementing End To End Big Data Engineering Project With Cloud Part 2
Krish Naik Beginner 1y ago
AI Engineer Roadmap: Essential Steps
ML Fundamentals
AI Engineer Roadmap: Essential Steps
Jean Lee Intermediate 1y ago
Webinar: Breaking barriers - Leadership in complex systems
ML Fundamentals
Webinar: Breaking barriers - Leadership in complex systems
Saรฏd Business School, University of Oxford Beginner 1y ago
A must read book. #codebasics #shorts #data #dataanalyst #finance
ML Fundamentals โšก AI Lesson
A must read book. #codebasics #shorts #data #dataanalyst #finance
codebasics Beginner 1y ago
The First Step is my best step๐Ÿ”ฅ| Full Stack Web Development | Entri App #graduation2024
ML Fundamentals
The First Step is my best step๐Ÿ”ฅ| Full Stack Web Development | Entri App #graduation2024
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Data Augmentation in PyTorch: Improve Models with Existing Data
ML Fundamentals โšก AI Lesson
Data Augmentation in PyTorch: Improve Models with Existing Data
NeuralNine Beginner 1y ago
How Path Tracing Makes Computer Graphics Look Awesome - Computerphile
ML Fundamentals โšก AI Lesson
How Path Tracing Makes Computer Graphics Look Awesome - Computerphile
Computerphile Intermediate 1y ago
๐ŸŽ‰Successfully Completed: Coding Conferment Ceremony 2024 ๐ŸŽ‰| Success Story #entriapp #graduation2024
ML Fundamentals
๐ŸŽ‰Successfully Completed: Coding Conferment Ceremony 2024 ๐ŸŽ‰| Success Story #entriapp #graduation2024
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Introduction To Databricks and Spark | Big Data Engineering
ML Fundamentals
Introduction To Databricks and Spark | Big Data Engineering
Krish Naik Beginner 1y ago
1v10 AI Dodgeball (deep reinforcement learning)
ML Fundamentals โšก AI Lesson
1v10 AI Dodgeball (deep reinforcement learning)
AI Warehouse Beginner 1y ago
Graph Transformations
ML Fundamentals โšก AI Lesson
Graph Transformations
Data Skeptic Beginner 1y ago
How To Make 2025 The Best Year: Effective Goal Setting for Engineers
ML Fundamentals
How To Make 2025 The Best Year: Effective Goal Setting for Engineers
Jean Lee Intermediate 1y ago
Contrastive Loss : Data Science Basics
ML Fundamentals
Contrastive Loss : Data Science Basics
ritvikmath Beginner 1y ago
Pattern Detection with CNNs ๐Ÿ”Ž - Exploring Convolutional Filters ๐Ÿ–ผ๏ธ - Topic 232 #ai #ml
ML Fundamentals โšก AI Lesson
Pattern Detection with CNNs ๐Ÿ”Ž - Exploring Convolutional Filters ๐Ÿ–ผ๏ธ - Topic 232 #ai #ml
deeplizard Beginner 1y ago
Enabling NPUs to speed up workload
ML Fundamentals
Enabling NPUs to speed up workload
Chrome for Developers Intermediate 1y ago
Stanford Seminar - Continual Safety Assurances for Learning-Enabled Robotic Systems
ML Fundamentals
Stanford Seminar - Continual Safety Assurances for Learning-Enabled Robotic Systems
Stanford Online Beginner 1y ago
Career Spotlight: Machine Learning Engineer
ML Fundamentals
Career Spotlight: Machine Learning Engineer
Coursera Beginner 1y ago
Clemson University | Deep Dive into Clemson's MSCS Program | 12.05.24
ML Fundamentals
Clemson University | Deep Dive into Clemson's MSCS Program | 12.05.24
Coursera Intermediate 1y ago
Beyond Numbers: The REAL RAG Improvements
ML Fundamentals
Beyond Numbers: The REAL RAG Improvements
MLOps.community Beginner 1y ago
Meeting Ernล‘ Rubik - Numberphile
ML Fundamentals
Meeting Ernล‘ Rubik - Numberphile
Numberphile Beginner 1y ago
Mathilde Papillon - Beyond Euclid: An Illustrated Guide to Modern Machine Learning...
ML Fundamentals
Mathilde Papillon - Beyond Euclid: An Illustrated Guide to Modern Machine Learning...
Cohere Beginner 1y ago
EMEA Data + AI World Tour 2024
ML Fundamentals โšก AI Lesson
EMEA Data + AI World Tour 2024
Databricks Intermediate 1y ago
AI Engineer vs. Data Scientist #codebasics #datascience #aiengineering #careerguidance #shorts
ML Fundamentals
AI Engineer vs. Data Scientist #codebasics #datascience #aiengineering #careerguidance #shorts
codebasics Beginner 1y ago
The Centralized Data Model: MLOps' Secret Weapon
ML Fundamentals
The Centralized Data Model: MLOps' Secret Weapon
MLOps.community Beginner 1y ago
Software Engineering for Quantum Computing - Computerphile
ML Fundamentals โšก AI Lesson
Software Engineering for Quantum Computing - Computerphile
Computerphile Beginner 1y ago
Deep Learning by Goodfellow Study Group - 8-31-2024
ML Fundamentals โšก AI Lesson
Deep Learning by Goodfellow Study Group - 8-31-2024
TWIML AI Podcast Beginner 1y ago
Deep Learning by Goodfellow Study Group - 8-24-2024
ML Fundamentals โšก AI Lesson
Deep Learning by Goodfellow Study Group - 8-24-2024
TWIML AI Podcast Beginner 1y ago
The Ultimate Guide to Hyperparameter Tuning | Grid Search vs. Randomized Search
ML Fundamentals โšก AI Lesson
The Ultimate Guide to Hyperparameter Tuning | Grid Search vs. Randomized Search
AI For Beginners Beginner 1y ago
ML training on the web: Building Simple ML for Google Sheets
ML Fundamentals โšก AI Lesson
ML training on the web: Building Simple ML for Google Sheets
Chrome for Developers Beginner 1y ago
๐Ÿ”ฅInterview Series Part 5๐Ÿ”ฅ| ENTRI APP| INTERVIEW TIPS #interviewtips #entri #codingforbeginners
ML Fundamentals โšก AI Lesson
๐Ÿ”ฅInterview Series Part 5๐Ÿ”ฅ| ENTRI APP| INTERVIEW TIPS #interviewtips #entri #codingforbeginners
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Live-Implementing End To End Big Data Engineering Project With Cloud
ML Fundamentals
Live-Implementing End To End Big Data Engineering Project With Cloud
Krish Naik Beginner 1y ago
Introduction To Distributed Computing with Practicals | Getting started with Big Data
ML Fundamentals
Introduction To Distributed Computing with Practicals | Getting started with Big Data
Krish Naik Beginner 1y ago
Dartmouth's Online MEng and Deep Learning Course Preview 12.5.24.
ML Fundamentals
Dartmouth's Online MEng and Deep Learning Course Preview 12.5.24.
Coursera Beginner 1y ago
Convolutional vs Fully Connected Layers ๐Ÿ” - CNNs Unraveled ๐ŸŒ - Topic 231 #ai #ml
ML Fundamentals โšก AI Lesson
Convolutional vs Fully Connected Layers ๐Ÿ” - CNNs Unraveled ๐ŸŒ - Topic 231 #ai #ml
deeplizard Beginner 1y ago
๐Ÿ”ฅInterview Series Part 4๐Ÿ”ฅ| ENTRI APP| INTERVIEW TIPS #interviewtips #entri #codingforbeginners
ML Fundamentals โšก AI Lesson
๐Ÿ”ฅInterview Series Part 4๐Ÿ”ฅ| ENTRI APP| INTERVIEW TIPS #interviewtips #entri #codingforbeginners
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
A Fascination with Fractured Friezes - Numberphile
ML Fundamentals
A Fascination with Fractured Friezes - Numberphile
Numberphile Beginner 1y ago
Stackable Credentials: Build Your Skills with Stanford Graduate Courses and Programs
ML Fundamentals โšก AI Lesson
Stackable Credentials: Build Your Skills with Stanford Graduate Courses and Programs
Stanford Online Beginner 1y ago
Day 1 Generative AI- AWS Reinvent 2024
ML Fundamentals
Day 1 Generative AI- AWS Reinvent 2024
Krish Naik Intermediate 1y ago
Getting Started With Big Data Engineering With Roadmap
ML Fundamentals
Getting Started With Big Data Engineering With Roadmap
Krish Naik Beginner 1y ago
CNN Architecture Explained ๐Ÿ—๏ธ - Understanding Convolutional Layers ๐Ÿงฉ - Topic 230 #ai #ml
ML Fundamentals โšก AI Lesson
CNN Architecture Explained ๐Ÿ—๏ธ - Understanding Convolutional Layers ๐Ÿงฉ - Topic 230 #ai #ml
deeplizard Beginner 1y ago
AI Sales Executive #codebasics #aicareers #dataanalyst #shorts
ML Fundamentals
AI Sales Executive #codebasics #aicareers #dataanalyst #shorts
codebasics Beginner 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Orchestrate ML Workflows with Vertex AI Pipelines
๐Ÿ“š Coursera Course โ†—
Self-paced
Orchestrate ML Workflows with Vertex AI Pipelines
Opens on Coursera โ†—
AI for Engineering: An Overview
๐Ÿ“š Coursera Course โ†—
Self-paced
AI for Engineering: An Overview
Opens on Coursera โ†—
Introduction to Long Short Term Memory (LSTM) Training
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction to Long Short Term Memory (LSTM) Training
Opens on Coursera โ†—
Introduction to Image Generation - Bahasa Indonesia
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction to Image Generation - Bahasa Indonesia
Opens on Coursera โ†—
Data Modeling, Transformation, and Serving
๐Ÿ“š Coursera Course โ†—
Self-paced
Data Modeling, Transformation, and Serving
Opens on Coursera โ†—
Machine Learning with PySpark: Customer Churn Analysis
๐Ÿ“š Coursera Course โ†—
Self-paced
Machine Learning with PySpark: Customer Churn Analysis
Opens on Coursera โ†—