✕ Clear filters
855 lessons

📐 ML Fundamentals

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

All ▶ YouTube 200,970📚 Coursera 18,181🎤 TED 1
Digital Signal Processing 1: Basic Concepts and Algorithms
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Digital Signal Processing 1: Basic Concepts and Algorithms
Coursera Intermediate Opens on Coursera ↗
Web Applications and Command-Line Tools for Data Engineering
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Web Applications and Command-Line Tools for Data Engineering
Coursera Intermediate Opens on Coursera ↗
Machine Learning and its Applications
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Machine Learning and its Applications
Coursera Beginner Opens on Coursera ↗
Build and Operate Machine Learning Solutions with Azure
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Build and Operate Machine Learning Solutions with Azure
Coursera Intermediate Opens on Coursera ↗
Advanced Semantic Processing
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Advanced Semantic Processing
Coursera Beginner Opens on Coursera ↗
Machine Learning with Databricks and MLflow
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Machine Learning with Databricks and MLflow
Coursera Intermediate Opens on Coursera ↗
Deep Learning with Keras and Practical Applications
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Deep Learning with Keras and Practical Applications
Coursera Advanced Opens on Coursera ↗
Clustering and Classification with Machine Learning in R
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Clustering and Classification with Machine Learning in R
Coursera Beginner Opens on Coursera ↗
Introduction to Portfolio Construction and Analysis with Python
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Introduction to Portfolio Construction and Analysis with Python
Coursera Beginner Opens on Coursera ↗
AI for Medical Diagnosis
📚 Coursera Course ↗
Self-paced
ML Fundamentals
AI for Medical Diagnosis
Coursera Intermediate Opens on Coursera ↗
Introduction to Neural Networks
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Introduction to Neural Networks
Coursera Advanced Opens on Coursera ↗
Machine Learning in the Enterprise - Português Brasileiro
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Machine Learning in the Enterprise - Português Brasileiro
Coursera Beginner Opens on Coursera ↗
Data Balancing with Gen AI: Credit Card Fraud Detection
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Data Balancing with Gen AI: Credit Card Fraud Detection
Coursera Beginner Opens on Coursera ↗
Unsupervised Text Classification for Marketing Analytics
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Unsupervised Text Classification for Marketing Analytics
Coursera Beginner Opens on Coursera ↗
Deep Learning Frameworks and Neural Networks Simplified
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Deep Learning Frameworks and Neural Networks Simplified
Coursera Intermediate Opens on Coursera ↗
DevOps, DataOps, MLOps
📚 Coursera Course ↗
Self-paced
ML Fundamentals
DevOps, DataOps, MLOps
Coursera Intermediate Opens on Coursera ↗
Master Java Build Tools for ML Projects
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Master Java Build Tools for ML Projects
Coursera Intermediate Opens on Coursera ↗
Foundations for Machine Learning
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Foundations for Machine Learning
Coursera Intermediate Opens on Coursera ↗
AWS Glue Getting Started
📚 Coursera Course ↗
Self-paced
ML Fundamentals
AWS Glue Getting Started
Coursera Beginner Opens on Coursera ↗
Solution Architecture and Ethical AI Design
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Solution Architecture and Ethical AI Design
Coursera Intermediate Opens on Coursera ↗
Natural Language Processing in TensorFlow
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Natural Language Processing in TensorFlow
Coursera Intermediate Opens on Coursera ↗
Math for AI beginner part 1 Linear Algebra
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Math for AI beginner part 1 Linear Algebra
Coursera Beginner Opens on Coursera ↗
Optimizing AI Workflows and Deploying Edge Models
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Optimizing AI Workflows and Deploying Edge Models
Coursera Intermediate Opens on Coursera ↗
Linear Regression with R: Build & Optimize
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Linear Regression with R: Build & Optimize
Coursera Beginner Opens on Coursera ↗
Reinforcement Learning in Finance
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Reinforcement Learning in Finance
Coursera Beginner Opens on Coursera ↗
Naive Bayes 101: Resume Selection with Machine Learning
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Naive Bayes 101: Resume Selection with Machine Learning
Coursera Intermediate Opens on Coursera ↗
Fundamentals of Machine Learning for Healthcare
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Fundamentals of Machine Learning for Healthcare
Coursera Intermediate Opens on Coursera ↗
Automate, Optimize, and Monitor ML Models
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Automate, Optimize, and Monitor ML Models
Coursera Intermediate Opens on Coursera ↗
AI for Business Leaders
📚 Coursera Course ↗
Self-paced
ML Fundamentals
AI for Business Leaders
Coursera Intermediate Opens on Coursera ↗
Machine Learning and Data Analytics Part 2
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Machine Learning and Data Analytics Part 2
Coursera Beginner Opens on Coursera ↗
Apply Test-Driven ML Code
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Apply Test-Driven ML Code
Coursera Intermediate Opens on Coursera ↗
Smart Analytics, Machine Learning, and AI on GCP en Français
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Smart Analytics, Machine Learning, and AI on GCP en Français
Coursera Beginner Opens on Coursera ↗
Machine Learning Operations (MLOps): Getting Started - Español
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Machine Learning Operations (MLOps): Getting Started - Español
Coursera Beginner Opens on Coursera ↗
Learn MLOps for Machine Learning
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Learn MLOps for Machine Learning
Coursera Intermediate Opens on Coursera ↗
Advanced Deep Learning Techniques for Computer Vision
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Advanced Deep Learning Techniques for Computer Vision
Coursera Advanced Opens on Coursera ↗
CUDA Advanced Libraries
📚 Coursera Course ↗
Self-paced
ML Fundamentals
CUDA Advanced Libraries
Coursera Beginner Opens on Coursera ↗
Practical MATLAB Skills
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Practical MATLAB Skills
Coursera Intermediate Opens on Coursera ↗
Health Data Science Foundation
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Health Data Science Foundation
Coursera Intermediate Opens on Coursera ↗
Deep Learning Essentials
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Deep Learning Essentials
Coursera Beginner Opens on Coursera ↗
AWS Certified AI Practitioner (AIF-C01)
📚 Coursera Course ↗
Self-paced
ML Fundamentals
AWS Certified AI Practitioner (AIF-C01)
Coursera Beginner Opens on Coursera ↗
Build your first Machine Learning Pipeline using Dataiku
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Build your first Machine Learning Pipeline using Dataiku
Coursera Beginner Opens on Coursera ↗
Compare Models with Experiments in Azure ML Studio
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Compare Models with Experiments in Azure ML Studio
Coursera Beginner Opens on Coursera ↗
Computational Social Science Capstone Project
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Computational Social Science Capstone Project
Coursera Intermediate Opens on Coursera ↗
Advanced Generative Adversarial Networks (GANs)
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Advanced Generative Adversarial Networks (GANs)
Coursera Intermediate Opens on Coursera ↗
Machine Learning Essentials
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Machine Learning Essentials
Coursera Beginner Opens on Coursera ↗
Machine Learning: Clustering & Retrieval
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Machine Learning: Clustering & Retrieval
Coursera Beginner Opens on Coursera ↗
Browser-based Models with TensorFlow.js
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Browser-based Models with TensorFlow.js
Coursera Intermediate Opens on Coursera ↗
Calculus through Data & Modeling: Precalculus Review
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Calculus through Data & Modeling: Precalculus Review
Coursera Intermediate Opens on Coursera ↗