Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

9843
videos
Device-based Models with TensorFlow Lite
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Device-based Models with TensorFlow Lite
Coursera Intermediate Opens on Coursera ↗
Classify Images of Cats and Dogs using Transfer Learning
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Classify Images of Cats and Dogs using Transfer Learning
Coursera Advanced Opens on Coursera ↗
Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API
Coursera Beginner Opens on Coursera ↗
Fundamentals of Machine Learning for Supply Chain
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Fundamentals of Machine Learning for Supply Chain
Coursera Intermediate Opens on Coursera ↗
Présentation de l'IA et du machine learning sur Google Cloud
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Présentation de l'IA et du machine learning sur Google Cloud
Coursera Beginner Opens on Coursera ↗
Create Image Captioning Models - Deutsch
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Create Image Captioning Models - Deutsch
Coursera Beginner Opens on Coursera ↗
Demand Forecasting Using Time Series
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Demand Forecasting Using Time Series
Coursera Beginner Opens on Coursera ↗
GenAI and Model Selection
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
GenAI and Model Selection
Coursera Intermediate Opens on Coursera ↗
Analyze Data Science Concepts Using R
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Analyze Data Science Concepts Using R
Coursera Beginner Opens on Coursera ↗
Technologies and platforms for Artificial Intelligence
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Technologies and platforms for Artificial Intelligence
Coursera Beginner Opens on Coursera ↗
Derivatives: a guide to calculation
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Derivatives: a guide to calculation
Coursera Beginner Opens on Coursera ↗
Training AI with Humans
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Training AI with Humans
Coursera Intermediate Opens on Coursera ↗
Tune HNSW
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Tune HNSW
Coursera Intermediate Opens on Coursera ↗
Modelos predictivos con aprendizaje automático
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Modelos predictivos con aprendizaje automático
Coursera Beginner Opens on Coursera ↗
The Finite Element Method for Problems in Physics
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
The Finite Element Method for Problems in Physics
Coursera Beginner Opens on Coursera ↗
Managing Machine Learning Models
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Managing Machine Learning Models
Coursera Intermediate Opens on Coursera ↗
Tweet Emotion Recognition with TensorFlow
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Tweet Emotion Recognition with TensorFlow
Coursera Intermediate Opens on Coursera ↗
Optimize AI Inference Speed & Accuracy
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Optimize AI Inference Speed & Accuracy
Coursera Advanced Opens on Coursera ↗
An Introduction to Practical Deep Learning
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
An Introduction to Practical Deep Learning
Coursera Beginner Opens on Coursera ↗
How to Build an Enterprise AI Strategy
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
How to Build an Enterprise AI Strategy
Coursera Intermediate Opens on Coursera ↗
Linear Regression & Supervised Learning in Python
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Linear Regression & Supervised Learning in Python
Coursera Intermediate Opens on Coursera ↗
Deep Learning with Keras and Tensorflow
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Deep Learning with Keras and Tensorflow
Coursera Advanced Opens on Coursera ↗
AI for Design and Optimization
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
AI for Design and Optimization
Coursera Beginner Opens on Coursera ↗
Predictive Analytics Project Ideation
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Predictive Analytics Project Ideation
Coursera Intermediate Opens on Coursera ↗