Foundations

ML Fundamentals

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

12,163
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
Machine Learning Crash Course: Logistic Regression
ML Fundamentals
Machine Learning Crash Course: Logistic Regression
Google for Developers Beginner 1y ago
Gradient Descent Explained | How Do ML and DL Models Learn? | Simple Explanation!
ML Fundamentals
Gradient Descent Explained | How Do ML and DL Models Learn? | Simple Explanation!
AI For Beginners Beginner 1y ago
PyTorch Intro Tutorial ๐Ÿ”ฅ Code and Train a basic Neural Network (with free GPU!)
ML Fundamentals
PyTorch Intro Tutorial ๐Ÿ”ฅ Code and Train a basic Neural Network (with free GPU!)
Enric Domingo - AI Engineering Beginner 1y ago
Machine Learning Crash Course: Gradient Descent
ML Fundamentals
Machine Learning Crash Course: Gradient Descent
Google for Developers Beginner 1y ago
Informer: Complete Code from scratch!
ML Fundamentals โšก AI Lesson
Informer: Complete Code from scratch!
CodeEmporium Advanced 1y ago
Expanding Data with Pseudo Labeling ๐Ÿ“ˆ - Semi-Supervised Expansion ๐ŸŒ - Topic 200 #ai #ml
ML Fundamentals โšก AI Lesson
Expanding Data with Pseudo Labeling ๐Ÿ“ˆ - Semi-Supervised Expansion ๐ŸŒ - Topic 200 #ai #ml
deeplizard Beginner 1y ago
Machine Learning || How to Identify Image with the help of Machine Learning||ML for kids
ML Fundamentals
Machine Learning || How to Identify Image with the help of Machine Learning||ML for kids
Code For Kids Beginner 1y ago
Data Quality = Quality AI // Panel // AIQCON
ML Fundamentals
Data Quality = Quality AI // Panel // AIQCON
MLOps.community Beginner 1y ago
This Ai is crazy๐Ÿ”ฅ
ML Fundamentals
This Ai is crazy๐Ÿ”ฅ
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Enhancing Cybersecurity with Machine Learning #ai #machinelearning #cybersecurity
ML Fundamentals
Enhancing Cybersecurity with Machine Learning #ai #machinelearning #cybersecurity
Analytics Vidhya Beginner 1y ago
Pseudo Labeling in ML ๐ŸŽญ - Semi-Supervised Technique ๐Ÿ”– - Topic 199 #ai #ml
ML Fundamentals โšก AI Lesson
Pseudo Labeling in ML ๐ŸŽญ - Semi-Supervised Technique ๐Ÿ”– - Topic 199 #ai #ml
deeplizard Beginner 1y ago
Machine Learning in JavaScript with ml5.js
ML Fundamentals โšก AI Lesson
Machine Learning in JavaScript with ml5.js
freeCodeCamp.org Beginner 1y ago
Biodiversity Monitoring
ML Fundamentals โšก AI Lesson
Biodiversity Monitoring
Data Skeptic Beginner 1y ago
Itโ€™s not on you itโ€™s in you. Get job-ready today with Coursera. #onlinelearning #onlineschool
ML Fundamentals
Itโ€™s not on you itโ€™s in you. Get job-ready today with Coursera. #onlinelearning #onlineschool
Coursera Beginner 1y ago
Hyperparameter Tuning for Improving Model Accuracy #ai #datascience #learnwithav #hyperparameter
ML Fundamentals
Hyperparameter Tuning for Improving Model Accuracy #ai #datascience #learnwithav #hyperparameter
Analytics Vidhya Advanced 1y ago
Mathematics-Basics To Advanced For Data Science And Machine Learning Course
ML Fundamentals
Mathematics-Basics To Advanced For Data Science And Machine Learning Course
Krish Naik Intermediate 1y ago
Harris vs. Trump : A Data Scientist's Prediction (3 Months To Go)
ML Fundamentals โšก AI Lesson
Harris vs. Trump : A Data Scientist's Prediction (3 Months To Go)
ritvikmath Intermediate 1y ago
A Python Developers Guide to AI in 2024
ML Fundamentals โšก AI Lesson
A Python Developers Guide to AI in 2024
Tech With Tim Beginner 1y ago
Manual Testing Practice | Software Testing for Beginners | #softwaretesting #testing #manualtesting
ML Fundamentals โšก AI Lesson
Manual Testing Practice | Software Testing for Beginners | #softwaretesting #testing #manualtesting
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Selenium WebDriver Tutorial | Automation testing with WebDriver | Selenium Tutorial | Edureka
ML Fundamentals
Selenium WebDriver Tutorial | Automation testing with WebDriver | Selenium Tutorial | Edureka
edureka! Beginner 1y ago
We grade things a little differently at Coursera. ๐Ÿคญ #onlinelearning #degree
ML Fundamentals
We grade things a little differently at Coursera. ๐Ÿคญ #onlinelearning #degree
Coursera Beginner 1y ago
Deploying Machine Learning Models - Full Guide
ML Fundamentals โšก AI Lesson
Deploying Machine Learning Models - Full Guide
NeuralNine Beginner 1y ago
๐Ÿ”ฅFull Stack Developer Roadmap 2025 | How to Become a Full Stack Developer | Edureka
ML Fundamentals
๐Ÿ”ฅFull Stack Developer Roadmap 2025 | How to Become a Full Stack Developer | Edureka
edureka! Beginner 1y ago
Coding a Multimodal (Vision) Language Model from scratch in PyTorch with full explanation
ML Fundamentals
Coding a Multimodal (Vision) Language Model from scratch in PyTorch with full explanation
Umar Jamil Beginner 1y ago
Image Classification CNN in PyTorch
ML Fundamentals โšก AI Lesson
Image Classification CNN in PyTorch
NeuralNine Intermediate 1y ago
Amazon's New AI Chips vs. Nvidia's Blackwell: AI Race Heats Up! #amazon #nvidia #ai #chips #genai
ML Fundamentals
Amazon's New AI Chips vs. Nvidia's Blackwell: AI Race Heats Up! #amazon #nvidia #ai #chips #genai
Deepak Bhaskaran Advanced 1y ago
Why Full-Stack Engineers Are Key to #AI Project Success
ML Fundamentals โšก AI Lesson
Why Full-Stack Engineers Are Key to #AI Project Success
Stanford Online Beginner 1y ago
Informer: complete architecture EXPLAINED!
ML Fundamentals โšก AI Lesson
Informer: complete architecture EXPLAINED!
CodeEmporium Advanced 1y ago
Is Data Science a good career?
ML Fundamentals
Is Data Science a good career?
codebasics Intermediate 1y ago
Top 10 Fun Machine Learning Projects for Kid #technology #machinelearning #codeforkids
ML Fundamentals
Top 10 Fun Machine Learning Projects for Kid #technology #machinelearning #codeforkids
Code For Kids Beginner 1y ago
New Way Now: Canonical unlocks open-source innovation with Google Cloud
ML Fundamentals
New Way Now: Canonical unlocks open-source innovation with Google Cloud
Google Cloud Beginner 1y ago
The Complete Data Science Roadmap
ML Fundamentals โšก AI Lesson
The Complete Data Science Roadmap
Programming with Mosh Beginner 1y ago
Cohere For AI - Community Talks: Kyunghyun Cho
ML Fundamentals
Cohere For AI - Community Talks: Kyunghyun Cho
Cohere Beginner 1y ago
Primate Poses
ML Fundamentals โšก AI Lesson
Primate Poses
Data Skeptic Beginner 1y ago
Getting started with Imagen 3
ML Fundamentals
Getting started with Imagen 3
Google Cloud Tech Beginner 1y ago
Machine Learning Crash Course: The Optimistic ReLU Function
ML Fundamentals
Machine Learning Crash Course: The Optimistic ReLU Function
Google for Developers Beginner 1y ago
Semi-Supervised Learning Approach ๐Ÿ” - Combining Labeled & Unlabeled ๐Ÿ”„ - Topic 198 #ai #ml
ML Fundamentals โšก AI Lesson
Semi-Supervised Learning Approach ๐Ÿ” - Combining Labeled & Unlabeled ๐Ÿ”„ - Topic 198 #ai #ml
deeplizard Beginner 1y ago
Ready to kick off your career in AI? Check out these potential careers and get job-ready!
ML Fundamentals
Ready to kick off your career in AI? Check out these potential careers and get job-ready!
Coursera Beginner 1y ago
Understanding the Defect Life Cycle | Software Testing for Beginners #testing #softwaretesting
ML Fundamentals
Understanding the Defect Life Cycle | Software Testing for Beginners #testing #softwaretesting
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Dream Rooms Using Ai๐Ÿ”ฅ
ML Fundamentals
Dream Rooms Using Ai๐Ÿ”ฅ
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Semi-Supervised Learning: Small Labeled Sets ๐Ÿท๏ธ - Efficient Training Boost ๐Ÿš€ - Topic 197 #ai #ml
ML Fundamentals โšก AI Lesson
Semi-Supervised Learning: Small Labeled Sets ๐Ÿท๏ธ - Efficient Training Boost ๐Ÿš€ - Topic 197 #ai #ml
deeplizard Beginner 1y ago
Crack Python Interviews  Part 2 | Ultimate Interview Preparation Series #pythonprogramming
ML Fundamentals
Crack Python Interviews Part 2 | Ultimate Interview Preparation Series #pythonprogramming
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Crack Python Interviews  Part 1 | Ultimate Interview Preparation Series #pythonprogramming
ML Fundamentals
Crack Python Interviews Part 1 | Ultimate Interview Preparation Series #pythonprogramming
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Coursera workout plan = learn, grow, repeat. ๐Ÿ“š๐Ÿ’ช #onlinelearning #jobtips #careeradvice
ML Fundamentals
Coursera workout plan = learn, grow, repeat. ๐Ÿ“š๐Ÿ’ช #onlinelearning #jobtips #careeradvice
Coursera Beginner 1y ago
Semi-Supervised Learning Intro ๐ŸŒŸ - Bridging Supervised & Unsupervised ๐Ÿ“š - Topic 196 #ai #ml
ML Fundamentals โšก AI Lesson
Semi-Supervised Learning Intro ๐ŸŒŸ - Bridging Supervised & Unsupervised ๐Ÿ“š - Topic 196 #ai #ml
deeplizard Beginner 1y ago
Computer Vision using Python - Python For Beginners
ML Fundamentals
Computer Vision using Python - Python For Beginners
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Change the way you look at degrees. More info at the link in bio. ๐ŸŽ“ #onlineschool #onlinelearning
ML Fundamentals
Change the way you look at degrees. More info at the link in bio. ๐ŸŽ“ #onlineschool #onlinelearning
Coursera Beginner 1y ago
Understanding Autoencoders ๐Ÿ” - Denoising and Reconstruction ๐Ÿงผ - Topic 195 #ai #ml
ML Fundamentals โšก AI Lesson
Understanding Autoencoders ๐Ÿ” - Denoising and Reconstruction ๐Ÿงผ - Topic 195 #ai #ml
deeplizard Beginner 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Automate ML Pipelines for Peak Performance
๐Ÿ“š Coursera Course โ†—
Self-paced
Automate ML Pipelines for Peak Performance
Opens on Coursera โ†—
Deploying Deep Learning: Quantization, Serving, and Edge AI
๐Ÿ“š Coursera Course โ†—
Self-paced
Deploying Deep Learning: Quantization, Serving, and Edge AI
Opens on Coursera โ†—
Create a Superhero Name Generator with TensorFlow
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Self-paced
Create a Superhero Name Generator with TensorFlow
Opens on Coursera โ†—
AI-First Test Automation with Functionize Essentials
๐Ÿ“š Coursera Course โ†—
Self-paced
AI-First Test Automation with Functionize Essentials
Opens on Coursera โ†—
Applied Machine Learning with Python
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Applied Machine Learning with Python
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Introduction to Statistics
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Introduction to Statistics
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