✕ Clear filters
855 lessons

📐 ML Fundamentals

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

All ▶ YouTube 201,051📚 Coursera 18,188🎤 TED 1
Machine Learning for Smart Beta
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Machine Learning for Smart Beta
Coursera Beginner Opens on Coursera ↗
Machine Learning for Medical Data
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Machine Learning for Medical Data
Coursera Intermediate Opens on Coursera ↗
Linear Algebra for Machine Learning & AI
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Linear Algebra for Machine Learning & AI
Coursera Intermediate Opens on Coursera ↗
Traverse Trees for ML with DFS & BFS
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Traverse Trees for ML with DFS & BFS
Coursera Intermediate Opens on Coursera ↗
Practical Machine Learning
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Practical Machine Learning
Coursera Intermediate Opens on Coursera ↗
Engineer Features and Evaluate Models for Production
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Engineer Features and Evaluate Models for Production
Coursera Beginner Opens on Coursera ↗
Machine Learning with Python
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Machine Learning with Python
Coursera Beginner Opens on Coursera ↗
Bayesian Statistics: Excel to Python A/B Testing
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Bayesian Statistics: Excel to Python A/B Testing
Coursera Beginner Opens on Coursera ↗
Machine Learning: Regression
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Machine Learning: Regression
Coursera Intermediate Opens on Coursera ↗
Foundational Mathematics for AI
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Foundational Mathematics for AI
Coursera Intermediate Opens on Coursera ↗
What is Product Lifecycle Management?
📚 Coursera Course ↗
Self-paced
ML Fundamentals
What is Product Lifecycle Management?
Coursera Intermediate Opens on Coursera ↗
AI & Machine Learning: Apply, Build & Solve
📚 Coursera Course ↗
Self-paced
ML Fundamentals
AI & Machine Learning: Apply, Build & Solve
Coursera Advanced Opens on Coursera ↗
Create Image Captioning Models - Bahasa Indonesia
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Create Image Captioning Models - Bahasa Indonesia
Coursera Beginner Opens on Coursera ↗
Machine Learning for Healthcare Professionals
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Machine Learning for Healthcare Professionals
Coursera Beginner Opens on Coursera ↗
AWS Artificial Intelligence Practitioner
📚 Coursera Course ↗
Self-paced
ML Fundamentals
AWS Artificial Intelligence Practitioner
Coursera Beginner Opens on Coursera ↗
Interpretable Machine Learning Applications: Part 2
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Interpretable Machine Learning Applications: Part 2
Coursera Intermediate Opens on Coursera ↗
Fundamentals of Deep Learning
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Fundamentals of Deep Learning
Coursera Advanced Opens on Coursera ↗
Deep Learning: Convolutional Neural Networks with TensorFlow
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Deep Learning: Convolutional Neural Networks with TensorFlow
Coursera Beginner Opens on Coursera ↗
STAR-CCM+: Fluid Flow & Thermal Simulation
📚 Coursera Course ↗
Self-paced
ML Fundamentals
STAR-CCM+: Fluid Flow & Thermal Simulation
Coursera Beginner Opens on Coursera ↗
Exploring Artificial Intelligence Use Cases and Applications
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Exploring Artificial Intelligence Use Cases and Applications
Coursera Intermediate Opens on Coursera ↗
Optimizing and Deploying Computer Vision Models
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Optimizing and Deploying Computer Vision Models
Coursera Advanced Opens on Coursera ↗
AI & Quantum Computing – Zero to Expert Bootcamp
📚 Coursera Course ↗
Self-paced
ML Fundamentals
AI & Quantum Computing – Zero to Expert Bootcamp
Coursera Beginner Opens on Coursera ↗
Developing Explainable AI (XAI)
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Developing Explainable AI (XAI)
Coursera Beginner Opens on Coursera ↗
KALKÜLÜS III: UYGULAMALAR / CALCULUS III: APPLICATIONS
📚 Coursera Course ↗
Self-paced
ML Fundamentals
KALKÜLÜS III: UYGULAMALAR / CALCULUS III: APPLICATIONS
Coursera Intermediate Opens on Coursera ↗
Ethical Issues in Data Science
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Ethical Issues in Data Science
Coursera Advanced Opens on Coursera ↗
AI Applications in Marketing and Finance
📚 Coursera Course ↗
Self-paced
ML Fundamentals
AI Applications in Marketing and Finance
Coursera Beginner Opens on Coursera ↗
AI Materials
📚 Coursera Course ↗
Self-paced
ML Fundamentals
AI Materials
Coursera Beginner Opens on Coursera ↗
Secure AI: Threat Model & Test Endpoints
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Secure AI: Threat Model & Test Endpoints
Coursera Intermediate Opens on Coursera ↗
ML Pipelines on Google Cloud - Português
📚 Coursera Course ↗
Self-paced
ML Fundamentals
ML Pipelines on Google Cloud - Português
Coursera Beginner Opens on Coursera ↗
Innovating with Google Cloud Artificial Intelligence
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Innovating with Google Cloud Artificial Intelligence
Coursera Beginner Opens on Coursera ↗
Deep Learning for Business
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Deep Learning for Business
Coursera Intermediate Opens on Coursera ↗
Advanced Deployment Scenarios with TensorFlow
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Advanced Deployment Scenarios with TensorFlow
Coursera Intermediate Opens on Coursera ↗
Employee Attrition Prediction Using Machine Learning
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Employee Attrition Prediction Using Machine Learning
Coursera Intermediate Opens on Coursera ↗
Optimize TensorFlow Models For Deployment with TensorRT
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Optimize TensorFlow Models For Deployment with TensorRT
Coursera Beginner Opens on Coursera ↗
Fundamentals of  CNNs and RNNs
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Fundamentals of CNNs and RNNs
Coursera Beginner Opens on Coursera ↗
Introduction to Data Science and scikit-learn in Python
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Introduction to Data Science and scikit-learn in Python
Coursera Beginner Opens on Coursera ↗
Probabilistic Graphical Models 3: Learning
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Probabilistic Graphical Models 3: Learning
Coursera Intermediate Opens on Coursera ↗
Machine Learning Operations (MLOps): Getting Started - Português Brasileiro
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Machine Learning Operations (MLOps): Getting Started - Português Brasileiro
Coursera Beginner Opens on Coursera ↗
Introduction to AI and Machine Learning
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Introduction to AI and Machine Learning
Coursera Beginner Opens on Coursera ↗
Matrix Factorization and Advanced Techniques
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Matrix Factorization and Advanced Techniques
Coursera Beginner Opens on Coursera ↗
Advanced Python: Data Science, Testing, and Distribution
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Advanced Python: Data Science, Testing, and Distribution
Coursera Beginner Opens on Coursera ↗
Probabilistic Deep Learning with TensorFlow 2
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Probabilistic Deep Learning with TensorFlow 2
Coursera Beginner Opens on Coursera ↗
Harden AI: Secure Your ML Pipelines
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Harden AI: Secure Your ML Pipelines
Coursera Intermediate Opens on Coursera ↗
Artificial Intelligence in Social Media Analytics
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Artificial Intelligence in Social Media Analytics
Coursera Intermediate Opens on Coursera ↗
Digital Marketing Tools: Machine Learning and AI
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Digital Marketing Tools: Machine Learning and AI
Coursera Beginner Opens on Coursera ↗
Introduction to Neural Networks and PyTorch
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Introduction to Neural Networks and PyTorch
Coursera Beginner Opens on Coursera ↗
Classification and Planned Experiments
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Classification and Planned Experiments
Coursera Beginner Opens on Coursera ↗
Preparing for AI-900: Microsoft Azure AI Fundamentals exam
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Preparing for AI-900: Microsoft Azure AI Fundamentals exam
Coursera Beginner Opens on Coursera ↗