Foundations

ML Fundamentals

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

6071
videos
AI-900 - Azure AI Fundamentals and Two Practice Tests
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
AI-900 - Azure AI Fundamentals and Two Practice Tests
Coursera Beginner Opens on Coursera ↗
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Português Brasileiro
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Português Brasileiro
Coursera Beginner Opens on Coursera ↗
Production Machine Learning Systems - Français
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Production Machine Learning Systems - Français
Coursera Beginner Opens on Coursera ↗
Specialized Models: Time Series and Survival Analysis
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Specialized Models: Time Series and Survival Analysis
Coursera Beginner Opens on Coursera ↗
Industrial Applications of AI
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Industrial Applications of AI
Coursera Beginner Opens on Coursera ↗
Convolutional Neural Networks in TensorFlow
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Convolutional Neural Networks in TensorFlow
Coursera Beginner Opens on Coursera ↗
Fundamentals of AI, Machine Learning, and Python Programming
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Fundamentals of AI, Machine Learning, and Python Programming
Coursera Beginner Opens on Coursera ↗
Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets
Coursera Beginner Opens on Coursera ↗
Deep Learning - Computer Vision for Beginners Using PyTorch
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Deep Learning - Computer Vision for Beginners Using PyTorch
Coursera Beginner Opens on Coursera ↗
Introduction to Medical Software
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Introduction to Medical Software
Coursera Beginner Opens on Coursera ↗
Recommender Systems
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Recommender Systems
Coursera Beginner Opens on Coursera ↗
Smart Analytics, Machine Learning, and AI on GCP em Português Brasileiro
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Smart Analytics, Machine Learning, and AI on GCP em Português Brasileiro
Coursera Beginner Opens on Coursera ↗
Getting started with TensorFlow 2
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Getting started with TensorFlow 2
Coursera Beginner Opens on Coursera ↗
Web of Data
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Web of Data
Coursera Beginner Opens on Coursera ↗
Cloud Machine Learning Engineering and MLOps
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Cloud Machine Learning Engineering and MLOps
Coursera Beginner Opens on Coursera ↗
Mathematical Biostatistics Boot Camp 1
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Mathematical Biostatistics Boot Camp 1
Coursera Beginner Opens on Coursera ↗
Recommender Systems with Machine Learning
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Recommender Systems with Machine Learning
Coursera Beginner Opens on Coursera ↗
DP-100 Microsoft Azure DS Exam
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
DP-100 Microsoft Azure DS Exam
Coursera Beginner Opens on Coursera ↗
Google Cloud Product Fundamentals em Português Brasileiro
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Google Cloud Product Fundamentals em Português Brasileiro
Coursera Beginner Opens on Coursera ↗
AI-900 MS Azure AI Fundamentals
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
AI-900 MS Azure AI Fundamentals
Coursera Beginner Opens on Coursera ↗
Recommendation Systems on Google Cloud
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Recommendation Systems on Google Cloud
Coursera Beginner Opens on Coursera ↗
Calculus: Single Variable Part 1 - Functions
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Calculus: Single Variable Part 1 - Functions
Coursera Beginner Opens on Coursera ↗
Classify Images with TensorFlow Convolutional Neural Networks
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Classify Images with TensorFlow Convolutional Neural Networks
Coursera Beginner Opens on Coursera ↗
Reinforcement Learning
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Reinforcement Learning
Coursera Beginner Opens on Coursera ↗