✕ Clear filters
886 lessons

📐 ML Fundamentals

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

All ▶ YouTube 184,764📚 Coursera 16,383
Create (Artificial Intelligence) AI VIDEOS WITH ZERO FILMING
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Create (Artificial Intelligence) AI VIDEOS WITH ZERO FILMING
Coursera Beginner Opens on Coursera ↗
Building, Evaluating, and Operationalizing ML Models
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Building, Evaluating, and Operationalizing ML Models
Coursera Intermediate Opens on Coursera ↗
MongoDB Aggregation Framework
📚 Coursera Course ↗
Self-paced
ML Fundamentals
MongoDB Aggregation Framework
Coursera Intermediate Opens on Coursera ↗
Predictive Analytics
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Predictive Analytics
Coursera Advanced Opens on Coursera ↗
Analytic Combinatorics
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Analytic Combinatorics
Coursera Beginner Opens on Coursera ↗
ML Pipelines on Google Cloud - Français
📚 Coursera Course ↗
Self-paced
ML Fundamentals
ML Pipelines on Google Cloud - Français
Coursera Beginner Opens on Coursera ↗
Machine Learning with PySpark: Customer Churn Analysis
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Machine Learning with PySpark: Customer Churn Analysis
Coursera Intermediate Opens on Coursera ↗
Natural Language Processing with Attention Models
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Natural Language Processing with Attention Models
Coursera Intermediate Opens on Coursera ↗
Building a Machine Learning Ready Organization
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Building a Machine Learning Ready Organization
Coursera Intermediate Opens on Coursera ↗
Custom Models, Layers, and Loss Functions with TensorFlow
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Custom Models, Layers, and Loss Functions with TensorFlow
Coursera Advanced Opens on Coursera ↗
Responsible AI: Applying AI Principles with GC - Português
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Responsible AI: Applying AI Principles with GC - Português
Coursera Beginner Opens on Coursera ↗
Create Image Captioning Models
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Create Image Captioning Models
Coursera Beginner Opens on Coursera ↗
Apply Artificial Intelligence Using Python for Beginners
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Apply Artificial Intelligence Using Python for Beginners
Coursera Beginner Opens on Coursera ↗
SPSS: Apply & Evaluate Cluster Analysis Techniques
📚 Coursera Course ↗
Self-paced
ML Fundamentals
SPSS: Apply & Evaluate Cluster Analysis Techniques
Coursera Intermediate Opens on Coursera ↗
Tools for Data Science
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Tools for Data Science
Coursera Intermediate Opens on Coursera ↗
Mathematics for Machine Learning: Linear Algebra
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Mathematics for Machine Learning: Linear Algebra
Coursera Intermediate Opens on Coursera ↗
Foundations and Core Concepts of PyTorch
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Foundations and Core Concepts of PyTorch
Coursera Beginner Opens on Coursera ↗
Machine Learning: Classification
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Machine Learning: Classification
Coursera Intermediate Opens on Coursera ↗
Machine Learning Operations with Vertex AI: Model Evaluation
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Machine Learning Operations with Vertex AI: Model Evaluation
Coursera Intermediate Opens on Coursera ↗
Diabetes Prediction With Pyspark MLLIB
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Diabetes Prediction With Pyspark MLLIB
Coursera Beginner Opens on Coursera ↗
Supervised Learning and Its Applications in Marketing
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Supervised Learning and Its Applications in Marketing
Coursera Beginner Opens on Coursera ↗
Intro to Artificial Intelligence on Microsoft Azure
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Intro to Artificial Intelligence on Microsoft Azure
Coursera Beginner Opens on Coursera ↗
AI Infrastructure: Cloud TPUs
📚 Coursera Course ↗
Self-paced
ML Fundamentals
AI Infrastructure: Cloud TPUs
Coursera Beginner Opens on Coursera ↗
Apply SOLID Design to Optimize Java ML
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Apply SOLID Design to Optimize Java ML
Coursera Intermediate Opens on Coursera ↗
Master Decision Trees in R: Build, Predict & Evaluate
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Master Decision Trees in R: Build, Predict & Evaluate
Coursera Advanced Opens on Coursera ↗
Machine Learning Operations (MLOps): Getting Started
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Machine Learning Operations (MLOps): Getting Started
Coursera Beginner Opens on Coursera ↗
Doing Clinical Research: Biostatistics with the Wolfram Language
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Doing Clinical Research: Biostatistics with the Wolfram Language
Coursera Advanced Opens on Coursera ↗
Calculus: Single Variable Part 2 - Differentiation
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Calculus: Single Variable Part 2 - Differentiation
Coursera Beginner Opens on Coursera ↗
Using Machine Learning in Trading and Finance
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Using Machine Learning in Trading and Finance
Coursera Beginner Opens on Coursera ↗
Mathematics for Machine Learning: PCA
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Mathematics for Machine Learning: PCA
Coursera Intermediate Opens on Coursera ↗
Analyze Financial Risk Using AI, Markets, and Governance
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Analyze Financial Risk Using AI, Markets, and Governance
Coursera Beginner Opens on Coursera ↗
Analyze Data in Azure ML Studio
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Analyze Data in Azure ML Studio
Coursera Beginner Opens on Coursera ↗
Getting Started with Machine Learning at the Edge on Arm
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Getting Started with Machine Learning at the Edge on Arm
Coursera Beginner Opens on Coursera ↗
Statistics You Need to Know for Machine Learning
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Statistics You Need to Know for Machine Learning
Coursera Beginner Opens on Coursera ↗
Machine Learning with Spark on Google Cloud Dataproc
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Machine Learning with Spark on Google Cloud Dataproc
Coursera Intermediate Opens on Coursera ↗
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 ↗
Introduction to AI: Key Concepts and Applications
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Introduction to AI: Key Concepts and Applications
Coursera Intermediate Opens on Coursera ↗
Algorithmic Thinking (Part 1)
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Algorithmic Thinking (Part 1)
Coursera Intermediate Opens on Coursera ↗
Regression Analysis for Statistics & Machine Learning in R
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Regression Analysis for Statistics & Machine Learning in R
Coursera Advanced 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 ↗
Octave Machine Learning: Apply, Analyze & Build
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Octave Machine Learning: Apply, Analyze & Build
Coursera Intermediate Opens on Coursera ↗
Deep Learning with PyTorch : Siamese Network
📚 Coursera Course ↗
Self-paced
ML Fundamentals
Deep Learning with PyTorch : Siamese Network
Coursera Intermediate 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 ↗