Foundations

ML Fundamentals

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

11,259
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
Getting Started with Graphs: A Beginner's Guide (Part 1 of GNN Series)
ML Fundamentals โšก AI Lesson
Getting Started with Graphs: A Beginner's Guide (Part 1 of GNN Series)
AI Anytime Beginner 3y ago
Starting with small, achievable steps can set you up for success! ๐Ÿ“š
ML Fundamentals
Starting with small, achievable steps can set you up for success! ๐Ÿ“š
Coursera Beginner 3y ago
Stanford CS330 Deep Multi-Task & Meta Learning - Domain Generalization l 2022 I Lecture 14
ML Fundamentals
Stanford CS330 Deep Multi-Task & Meta Learning - Domain Generalization l 2022 I Lecture 14
Stanford Online Beginner 3y ago
PyTorch Lightning #10 - Multi GPU Training
ML Fundamentals
PyTorch Lightning #10 - Multi GPU Training
Aladdin Persson Beginner 3y ago
Web Development or App Development: Which Should You Learn?
ML Fundamentals
Web Development or App Development: Which Should You Learn?
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
If youโ€™re thinking about a career change, youโ€™ve come to the right place. ๐Ÿ’™
ML Fundamentals
If youโ€™re thinking about a career change, youโ€™ve come to the right place. ๐Ÿ’™
Coursera Beginner 3y ago
Stanford CS330 Deep Multi-Task & Meta Learning - Bayesian Meta-Learning l 2022 I Lecture 12
ML Fundamentals
Stanford CS330 Deep Multi-Task & Meta Learning - Bayesian Meta-Learning l 2022 I Lecture 12
Stanford Online Beginner 3y ago
Stable Diffusion Inpainting with Segment Anything Model (SAM)
ML Fundamentals โšก AI Lesson
Stable Diffusion Inpainting with Segment Anything Model (SAM)
Abhishek Thakur Beginner 3y ago
The Machine Learning School program
ML Fundamentals
The Machine Learning School program
Underfitted Beginner 3y ago
Rocks, data science, and breaking into Machine Learning
ML Fundamentals โšก AI Lesson
Rocks, data science, and breaking into Machine Learning
TensorFlow Beginner 3y ago
CRACK Your First Data Science INTERNSHIP - In 2023 | Skills, Kaggle Competitions & More
ML Fundamentals โšก AI Lesson
CRACK Your First Data Science INTERNSHIP - In 2023 | Skills, Kaggle Competitions & More
Analytics Vidhya Beginner 3y ago
Operationalizing Machine Learning
ML Fundamentals
Operationalizing Machine Learning
Weights & Biases Beginner 3y ago
PyTorch Lightning #9 - Profiler
ML Fundamentals
PyTorch Lightning #9 - Profiler
Aladdin Persson Beginner 3y ago
Callback #callback
ML Fundamentals โšก AI Lesson
Callback #callback
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
3 Steps in a Data Science Portfolio Project #shorts #machinelearning #datascience
ML Fundamentals
3 Steps in a Data Science Portfolio Project #shorts #machinelearning #datascience
Analytics Vidhya Beginner 3y ago
Learn Web ML #webdev
ML Fundamentals
Learn Web ML #webdev
Google for Developers Beginner 3y ago
LSTM Networks: Explained Step by Step!
ML Fundamentals
LSTM Networks: Explained Step by Step!
ritvikmath Beginner 3y ago
ML with Vertex AI - Text classification (Part 5 - Wrap up)
ML Fundamentals โšก AI Lesson
ML with Vertex AI - Text classification (Part 5 - Wrap up)
DeepLearning Hero Beginner 3y ago
ML with Vertex AI - Text classification (Part 4 - Deploying a model)
ML Fundamentals
ML with Vertex AI - Text classification (Part 4 - Deploying a model)
DeepLearning Hero Beginner 3y ago
Tutorial 10- Deployment Of ML Application In Azure Cloud Using Github Actions
ML Fundamentals
Tutorial 10- Deployment Of ML Application In Azure Cloud Using Github Actions
Krish Naik Beginner 3y ago
Machine Learning on the web
ML Fundamentals โšก AI Lesson
Machine Learning on the web
TensorFlow Beginner 3y ago
Prioritizing Needs in ML Platform Design // Jean-Michel Daignan // MLOps Podcast #151 short clip
ML Fundamentals โšก AI Lesson
Prioritizing Needs in ML Platform Design // Jean-Michel Daignan // MLOps Podcast #151 short clip
MLOps.community Beginner 3y ago
One Reason You May Struggle To Learn ML/AI
ML Fundamentals
One Reason You May Struggle To Learn ML/AI
Tech With Tim Beginner 3y ago
Complete Dockers For Data Science Tutorial In One Shot
ML Fundamentals
Complete Dockers For Data Science Tutorial In One Shot
Krish Naik Beginner 3y ago
Equivariant Neural Networks | Part 3/3 - Transformers and GNNs
ML Fundamentals โšก AI Lesson
Equivariant Neural Networks | Part 3/3 - Transformers and GNNs
DeepFindr Beginner 3y ago
AI Art Course Install & Setup - Automatic1111 & Stable Diffusion
ML Fundamentals โšก AI Lesson
AI Art Course Install & Setup - Automatic1111 & Stable Diffusion
deeplizard Beginner 3y ago
The Importance of Communication Skills in Customer-Facing Machine Learning Engineering
ML Fundamentals โšก AI Lesson
The Importance of Communication Skills in Customer-Facing Machine Learning Engineering
MLOps.community Beginner 3y ago
We integrated OpenAI's Whisper with Spot
ML Fundamentals
We integrated OpenAI's Whisper with Spot
Underfitted Beginner 3y ago
Stanford CS330 I Variational Inference and Generative Models l 2022 I Lecture 11
ML Fundamentals
Stanford CS330 I Variational Inference and Generative Models l 2022 I Lecture 11
Stanford Online Beginner 3y ago
Which will you take! ๐Ÿ˜
ML Fundamentals
Which will you take! ๐Ÿ˜
Coursera Beginner 3y ago
Computer Vision Trends & Deployment with Francesco Zuppichini | The Real AI Podcast #2
ML Fundamentals
Computer Vision Trends & Deployment with Francesco Zuppichini | The Real AI Podcast #2
Aladdin Persson Beginner 3y ago
SEO & Coding #seo #coding
ML Fundamentals
SEO & Coding #seo #coding
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Stanford CS330 Deep Multi-Task & Meta Learning - Optimization-Based Meta-Learning l 2022 I Lecture 5
ML Fundamentals
Stanford CS330 Deep Multi-Task & Meta Learning - Optimization-Based Meta-Learning l 2022 I Lecture 5
Stanford Online Beginner 3y ago
3 Myths about Coding | Entri Elevate
ML Fundamentals
3 Myths about Coding | Entri Elevate
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
How Uber uses Machine Learning? | Batch-Matching Algorithm
ML Fundamentals โšก AI Lesson
How Uber uses Machine Learning? | Batch-Matching Algorithm
Analytics Vidhya Beginner 3y ago
Stanford CS330 Deep Multi-Task & Meta Learning - Transfer Learning, Meta Learning l 2022 I Lecture 3
ML Fundamentals
Stanford CS330 Deep Multi-Task & Meta Learning - Transfer Learning, Meta Learning l 2022 I Lecture 3
Stanford Online Beginner 3y ago
ML with Vertex AI - Text classification (Part 3 - Training an AutoML model)
ML Fundamentals
ML with Vertex AI - Text classification (Part 3 - Training an AutoML model)
DeepLearning Hero Beginner 3y ago
Stanford Webinar - The Frontier of Deep Learning for Robotics, Chelsea Finn
ML Fundamentals โšก AI Lesson
Stanford Webinar - The Frontier of Deep Learning for Robotics, Chelsea Finn
Stanford Online Beginner 3y ago
Stanford CS330 Deep Multi-Task & Meta Learning - Multi-Task Learning Basics I 2022 I Lecture 2
ML Fundamentals
Stanford CS330 Deep Multi-Task & Meta Learning - Multi-Task Learning Basics I 2022 I Lecture 2
Stanford Online Beginner 3y ago
Build a Portfolio Website and Win Exciting Prizes | ByteBoost Web Design Crash Course
ML Fundamentals
Build a Portfolio Website and Win Exciting Prizes | ByteBoost Web Design Crash Course
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
ML with Vertex AI - Text classification (Part 2 - Creating the dataset)
ML Fundamentals โšก AI Lesson
ML with Vertex AI - Text classification (Part 2 - Creating the dataset)
DeepLearning Hero Beginner 3y ago
You can do whatever you set your mind to!
ML Fundamentals
You can do whatever you set your mind to!
Coursera Beginner 3y ago
PyTorch Lightning #8 - Logging with TensorBoard
ML Fundamentals
PyTorch Lightning #8 - Logging with TensorBoard
Aladdin Persson Beginner 3y ago
Does Age Impact Coding? | Entri Elevate
ML Fundamentals
Does Age Impact Coding? | Entri Elevate
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Functions | Entri Elevate
ML Fundamentals
Functions | Entri Elevate
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Is that so much to ask for??
ML Fundamentals
Is that so much to ask for??
Coursera Beginner 3y ago
Elevate Coding Malayalam The benefits of learning Full stack development
ML Fundamentals โšก AI Lesson
Elevate Coding Malayalam The benefits of learning Full stack development
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
End To End Data Science Project Implementation In One Shot- Part 1
ML Fundamentals
End To End Data Science Project Implementation In One Shot- Part 1
Krish Naik Beginner 3y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Introduction to Generative AI - Bahasa Indonesia
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Self-paced
Introduction to Generative AI - Bahasa Indonesia
Opens on Coursera โ†—
Foundations of Model Optimization and Deep Learning
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Self-paced
Foundations of Model Optimization and Deep Learning
Opens on Coursera โ†—
CNNs with TensorFlow: Basics of Machine Learning
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Self-paced
CNNs with TensorFlow: Basics of Machine Learning
Opens on Coursera โ†—
Introduction to Open Source Application Development
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction to Open Source Application Development
Opens on Coursera โ†—
Tweet Emotion Recognition with TensorFlow
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Self-paced
Tweet Emotion Recognition with TensorFlow
Opens on Coursera โ†—
AI Foundations for Creativity
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Self-paced
AI Foundations for Creativity
Opens on Coursera โ†—