Foundations

ML Fundamentals

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

3109
videos
Explainable AI: Scene Classification and GradCam Visualization
📚 Coursera
📐 ML Fundamentals
Explainable AI: Scene Classification and GradCam Visualization
Coursera Intermediate 1h ago
AWS: Model Training , Optimization & Deployment
📚 Coursera
📐 ML Fundamentals
AWS: Model Training , Optimization & Deployment
Coursera Intermediate 1h ago
Machine Learning in Production
📚 Coursera
📐 ML Fundamentals
Machine Learning in Production
Coursera Intermediate 1h ago
Coding with Generative AI
📚 Coursera
📐 ML Fundamentals
Coding with Generative AI
Coursera Intermediate 1h ago
 Machine Learning and NLP Basics
📚 Coursera
📐 ML Fundamentals
Machine Learning and NLP Basics
Coursera Intermediate 1h ago
Principles of Computing (Part 1)
📚 Coursera
📐 ML Fundamentals
Principles of Computing (Part 1)
Coursera Intermediate 1h ago
Vector Calculus for Engineers
📚 Coursera
📐 ML Fundamentals
Vector Calculus for Engineers
Coursera Intermediate 1h ago
Advanced Machine Learning, Big Data, and Deep Learning
📚 Coursera
📐 ML Fundamentals
Advanced Machine Learning, Big Data, and Deep Learning
Coursera Intermediate 1h ago
AI & Deep Learning Concepts and Applications
📚 Coursera
📐 ML Fundamentals
AI & Deep Learning Concepts and Applications
Coursera Intermediate 1h ago
Practical Predictive Analytics: Models and Methods
📚 Coursera
📐 ML Fundamentals
Practical Predictive Analytics: Models and Methods
Coursera Intermediate 1h ago
Introduction Course to Autoencoders, VAEs, and GANs
📚 Coursera
📐 ML Fundamentals
Introduction Course to Autoencoders, VAEs, and GANs
Coursera Intermediate 1h ago
Machine Learning Fundamentals for Java Developers
📚 Coursera
📐 ML Fundamentals
Machine Learning Fundamentals for Java Developers
Coursera Intermediate 1h ago
Geometric Algorithms
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📐 ML Fundamentals
Geometric Algorithms
Coursera Intermediate 1h ago
Modeling Time Series and Sequential Data
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📐 ML Fundamentals
Modeling Time Series and Sequential Data
Coursera Intermediate 1h ago
Motion Planning for Self-Driving Cars
📚 Coursera
📐 ML Fundamentals
Motion Planning for Self-Driving Cars
Coursera Intermediate 1h ago
Calculus through Data & Modelling: Series and Integration
📚 Coursera
📐 ML Fundamentals
Calculus through Data & Modelling: Series and Integration
Coursera Intermediate 1h ago
Evaluate & Swap Models in Java ML
📚 Coursera
📐 ML Fundamentals
Evaluate & Swap Models in Java ML
Coursera Intermediate 1h ago
NLP in Engineering: Concepts & Real-World Applications
📚 Coursera
📐 ML Fundamentals
NLP in Engineering: Concepts & Real-World Applications
Coursera Intermediate 1h ago
Optimize Vision Datasets: Augment and Analyze
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📐 ML Fundamentals
Optimize Vision Datasets: Augment and Analyze
Coursera Intermediate 1h ago
Aligning Business Strategy for AI Integration
📚 Coursera
📐 ML Fundamentals
Aligning Business Strategy for AI Integration
Coursera Intermediate 1h ago
Python Fundamentals: Apply Data Structures
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📐 ML Fundamentals
Python Fundamentals: Apply Data Structures
Coursera Intermediate 1h ago
Network and Security Optimization in Telecommunication
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📐 ML Fundamentals
Network and Security Optimization in Telecommunication
Coursera Intermediate 1h ago
Scikit-Learn to Solve Regression Machine Learning Problems
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📐 ML Fundamentals
Scikit-Learn to Solve Regression Machine Learning Problems
Coursera Intermediate 1h ago
Secure AI Systems Across Lifecycle Stages
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📐 ML Fundamentals
Secure AI Systems Across Lifecycle Stages
Coursera Intermediate 1h ago