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
Complete Machine Learning In 6 Hours| Krish Naik
ML Fundamentals
Complete Machine Learning In 6 Hours| Krish Naik
Krish Naik Beginner 3y ago
TS-6: Deep learning for time series - sequences
ML Fundamentals ⚡ AI Lesson
TS-6: Deep learning for time series - sequences
Abhishek Thakur Beginner 3y ago
MACHINE LEARNING Resources I use EVERYDAY (and you can too!)
ML Fundamentals
MACHINE LEARNING Resources I use EVERYDAY (and you can too!)
Nicholas Renotte Beginner 3y ago
Free ML Bootcamp for Alignment #shorts
ML Fundamentals ⚡ AI Lesson
Free ML Bootcamp for Alignment #shorts
Robert Miles AI Safety Beginner 3y ago
Faster Data Preparation for Machine Learning with Data Wrangler - AWS Online Tech Talks
ML Fundamentals
Faster Data Preparation for Machine Learning with Data Wrangler - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Neural Network Nodes - Deep Learning Dictionary
ML Fundamentals ⚡ AI Lesson
Neural Network Nodes - Deep Learning Dictionary
deeplizard Beginner 3y ago
SageMaker Friday episode 3- Train large deep learning models with hundreds of billions of parameters
ML Fundamentals ⚡ AI Lesson
SageMaker Friday episode 3- Train large deep learning models with hundreds of billions of parameters
AWS Developers Intermediate 3y ago
What is deep learning?
ML Fundamentals
What is deep learning?
Abhishek Thakur Beginner 3y ago
Deep Learning Indepth Tutorials In 5 Hours With Krish Naik
ML Fundamentals
Deep Learning Indepth Tutorials In 5 Hours With Krish Naik
Krish Naik Beginner 3y ago
Democratic Machine Learning With Voting Classifiers
ML Fundamentals ⚡ AI Lesson
Democratic Machine Learning With Voting Classifiers
NeuralNine Intermediate 3y ago
JAX Talk: Diffrax
ML Fundamentals
JAX Talk: Diffrax
Weights & Biases Beginner 3y ago
AI 101 with Brandon Leshchinskiy
ML Fundamentals
AI 101 with Brandon Leshchinskiy
MIT OpenCourseWare Beginner 3y ago
For and While Loops in Python | Databytes | Python Basics Tutorial
ML Fundamentals
For and While Loops in Python | Databytes | Python Basics Tutorial
DataCamp Beginner 3y ago
Python Machine Learning Tutorial | Handling Missing Data | Databytes
ML Fundamentals
Python Machine Learning Tutorial | Handling Missing Data | Databytes
DataCamp Beginner 3y ago
Pathways in Machine Learning/Data Science
ML Fundamentals
Pathways in Machine Learning/Data Science
DeepLearningAI Beginner 3y ago
Marvel's Secret to Making Movies Quickly | WIRED
ML Fundamentals
Marvel's Secret to Making Movies Quickly | WIRED
WIRED Beginner 3y ago
Data science skills 10 years from now!
ML Fundamentals
Data science skills 10 years from now!
codebasics Beginner 3y ago
Neural Network Layers - Deep Learning Dictionary
ML Fundamentals ⚡ AI Lesson
Neural Network Layers - Deep Learning Dictionary
deeplizard Beginner 3y ago
Build a Machine Learning App From Scratch with Flask & Docker
ML Fundamentals ⚡ AI Lesson
Build a Machine Learning App From Scratch with Flask & Docker
Patrick Loeber Intermediate 3y ago
Deploy a custom Machine Learning model to mobile
ML Fundamentals ⚡ AI Lesson
Deploy a custom Machine Learning model to mobile
TensorFlow Advanced 3y ago
Deep-dive on ARCore | Fundamentals of designing AR apps with machine learning models
ML Fundamentals
Deep-dive on ARCore | Fundamentals of designing AR apps with machine learning models
Google for Developers Beginner 3y ago
An introduction to MLOps with TensorFlow Extended (TFX)
ML Fundamentals ⚡ AI Lesson
An introduction to MLOps with TensorFlow Extended (TFX)
TensorFlow Advanced 3y ago
Johannes Otterbach — Unlocking ML for Traditional Companies
ML Fundamentals
Johannes Otterbach — Unlocking ML for Traditional Companies
Weights & Biases Intermediate 3y ago
Self-Driving Car with JavaScript Course – Neural Networks and Machine Learning
ML Fundamentals ⚡ AI Lesson
Self-Driving Car with JavaScript Course – Neural Networks and Machine Learning
freeCodeCamp.org Intermediate 3y ago
Real-time Model Inference in a Video Streaming Environment // Brannon Dorsey // Coffee Sessions #98
ML Fundamentals
Real-time Model Inference in a Video Streaming Environment // Brannon Dorsey // Coffee Sessions #98
MLOps.community Beginner 3y ago
Build a Deep Iris Detection Model using Python and Tensorflow | Keypoint Detection
ML Fundamentals
Build a Deep Iris Detection Model using Python and Tensorflow | Keypoint Detection
Nicholas Renotte Beginner 3y ago
4 Essential Python Projects for Beginners in Data Science
ML Fundamentals
4 Essential Python Projects for Beginners in Data Science
365 Data Science Beginner 3y ago
Building a Personalized Recommendation System |  Machine Learning | Community Webinar
ML Fundamentals
Building a Personalized Recommendation System | Machine Learning | Community Webinar
Data Science Dojo Beginner 3y ago
The Three Elements of PyTorch
ML Fundamentals ⚡ AI Lesson
The Three Elements of PyTorch
Sebastian Raschka Beginner 3y ago
Using Deep Learning To Make Computers Think Like Humans With All Star Joyce
ML Fundamentals
Using Deep Learning To Make Computers Think Like Humans With All Star Joyce
HackerRank Beginner 3y ago
Studying Machine Intelligence with Been Kim - #571
ML Fundamentals ⚡ AI Lesson
Studying Machine Intelligence with Been Kim - #571
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Elasticnet Regression Machine Learning Algorithm Explained In Depth
ML Fundamentals
Elasticnet Regression Machine Learning Algorithm Explained In Depth
Krish Naik Beginner 3y ago
Deep Learning on AWS made simple - AWS Online Tech Talks
ML Fundamentals ⚡ AI Lesson
Deep Learning on AWS made simple - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Building a data perimeter in AWS - AWS Online Tech Talks
ML Fundamentals ⚡ AI Lesson
Building a data perimeter in AWS - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Reinforcement Learning Live Example With My Baby 👶👶👶
ML Fundamentals
Reinforcement Learning Live Example With My Baby 👶👶👶
Krish Naik Beginner 3y ago
Machine Learning for developers in a hurry
ML Fundamentals ⚡ AI Lesson
Machine Learning for developers in a hurry
TensorFlow Beginner 3y ago
Easier data processing with Keras
ML Fundamentals ⚡ AI Lesson
Easier data processing with Keras
TensorFlow Beginner 3y ago
Adding Machine Learning to your developer toolbox
ML Fundamentals ⚡ AI Lesson
Adding Machine Learning to your developer toolbox
TensorFlow Beginner 3y ago
How to customize Machine Learning models the simple way
ML Fundamentals ⚡ AI Lesson
How to customize Machine Learning models the simple way
TensorFlow Beginner 3y ago
Day 5-Understanding CNN &Impementation| Live Deep Learning Community Session
ML Fundamentals
Day 5-Understanding CNN &Impementation| Live Deep Learning Community Session
Krish Naik Beginner 3y ago
AI and Machine Learning for developers
ML Fundamentals ⚡ AI Lesson
AI and Machine Learning for developers
TensorFlow Beginner 3y ago
Transfer learning in JavaScript with TensorFlow.js
ML Fundamentals ⚡ AI Lesson
Transfer learning in JavaScript with TensorFlow.js
TensorFlow Intermediate 3y ago
Product fairness testing for Machine Learning developers
ML Fundamentals ⚡ AI Lesson
Product fairness testing for Machine Learning developers
TensorFlow Intermediate 3y ago
A journey to protect the Great Barrier Reef using Machine Learning
ML Fundamentals ⚡ AI Lesson
A journey to protect the Great Barrier Reef using Machine Learning
TensorFlow Beginner 3y ago
Working with Python Operators, Data Types & Variables | Databytes | Python Basic Tutorial
ML Fundamentals ⚡ AI Lesson
Working with Python Operators, Data Types & Variables | Databytes | Python Basic Tutorial
DataCamp Beginner 3y ago
Spend More Time on ML, Less Time on Ops
ML Fundamentals ⚡ AI Lesson
Spend More Time on ML, Less Time on Ops
Weights & Biases Beginner 3y ago
Python Machine Learning Tutorial | Centering And Scaling | Databytes
ML Fundamentals ⚡ AI Lesson
Python Machine Learning Tutorial | Centering And Scaling | Databytes
DataCamp Beginner 3y ago
Deep Learning with TensorFlow - Course Reflection
ML Fundamentals ⚡ AI Lesson
Deep Learning with TensorFlow - Course Reflection
deeplizard Beginner 3y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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PyTorch: Fundamentals
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Self-paced
PyTorch: Fundamentals
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TensorFlow: Build & Deploy Face Mask Detection
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Self-paced
TensorFlow: Build & Deploy Face Mask Detection
Opens on Coursera ↗
Machine Learning for Kyphosis Disease Classification
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Self-paced
Machine Learning for Kyphosis Disease Classification
Opens on Coursera ↗
Data Engineering & Pipeline Reliability for Machine Learning
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Self-paced
Data Engineering & Pipeline Reliability for Machine Learning
Opens on Coursera ↗
Data Science Fundamentals Part 2: Unit 3
📚 Coursera Course ↗
Self-paced
Data Science Fundamentals Part 2: Unit 3
Opens on Coursera ↗
Advanced Machine Learning and Deep Learning
📚 Coursera Course ↗
Self-paced
Advanced Machine Learning and Deep Learning
Opens on Coursera ↗