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62 lessons

📐 ML Fundamentals

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

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Introduction to Advanced Calculus
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Self-paced
ML Fundamentals
Introduction to Advanced Calculus
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From Zero to Hero - Digital Product Development From Scratch
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ML Fundamentals
From Zero to Hero - Digital Product Development From Scratch
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Advanced Linear Models for Data Science 2: Statistical Linear Models
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ML Fundamentals
Advanced Linear Models for Data Science 2: Statistical Linear Models
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Deep Learning with R: Build & Predict Neural Networks
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Self-paced
ML Fundamentals
Deep Learning with R: Build & Predict Neural Networks
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Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors
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Self-paced
ML Fundamentals
Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors
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Automate Cloud Costs & Governance
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Self-paced
ML Fundamentals
Automate Cloud Costs & Governance
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Machine Learning – Modern Computer Vision & Generative AI
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ML Fundamentals
Machine Learning – Modern Computer Vision & Generative AI
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Linear Algebra: Orthogonality and Diagonalization
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ML Fundamentals
Linear Algebra: Orthogonality and Diagonalization
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Machine Learning with Small Data Part 2
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ML Fundamentals
Machine Learning with Small Data Part 2
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Linear Algebra: Linear Systems and Matrix Equations
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ML Fundamentals
Linear Algebra: Linear Systems and Matrix Equations
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Algebra: Elementary to Advanced - Equations & Inequalities
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ML Fundamentals
Algebra: Elementary to Advanced - Equations & Inequalities
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Advanced Linear Models for Data Science 1: Least Squares
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ML Fundamentals
Advanced Linear Models for Data Science 1: Least Squares
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Modeling in AWS
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ML Fundamentals
Modeling in AWS
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GenAI for Algorithmic Trading
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ML Fundamentals
GenAI for Algorithmic Trading
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Deep Learning with ANN in Python: Build & Optimize
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ML Fundamentals
Deep Learning with ANN in Python: Build & Optimize
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Automate Data Onboarding, Validate, and Govern
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ML Fundamentals
Automate Data Onboarding, Validate, and Govern
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AWS Certified Machine Learning - Specialty
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ML Fundamentals
AWS Certified Machine Learning - Specialty
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Approximation Algorithms
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ML Fundamentals
Approximation Algorithms
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Applied Math for Materials Science and Engineering
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ML Fundamentals
Applied Math for Materials Science and Engineering
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Natural Language Processing with Sequence Models
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ML Fundamentals
Natural Language Processing with Sequence Models
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Deep Learning with Keras and Practical Applications
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ML Fundamentals
Deep Learning with Keras and Practical Applications
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Introduction to Neural Networks
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ML Fundamentals
Introduction to Neural Networks
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Advanced Deep Learning Techniques for Computer Vision
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ML Fundamentals
Advanced Deep Learning Techniques for Computer Vision
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Optimizing and Governing AI Systems
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ML Fundamentals
Optimizing and Governing AI Systems
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I/O-efficient algorithms
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ML Fundamentals
I/O-efficient algorithms
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Machine Learning Projects in R with Caret
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ML Fundamentals
Machine Learning Projects in R with Caret
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Optimize Deep Learning Models for Peak AI
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Self-paced
ML Fundamentals
Optimize Deep Learning Models for Peak AI
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Image Classification with Keras: Build & Optimize
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Self-paced
ML Fundamentals
Image Classification with Keras: Build & Optimize
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Building and Optimizing AI Models
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Self-paced
ML Fundamentals
Building and Optimizing AI Models
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Big Data, Artificial Intelligence, and Ethics
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ML Fundamentals
Big Data, Artificial Intelligence, and Ethics
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AI & Machine Learning: Apply, Build & Solve
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Self-paced
ML Fundamentals
AI & Machine Learning: Apply, Build & Solve
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Fundamentals of Deep Learning
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ML Fundamentals
Fundamentals of Deep Learning
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Optimizing and Deploying Computer Vision Models
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ML Fundamentals
Optimizing and Deploying Computer Vision Models
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Ethical Issues in Data Science
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ML Fundamentals
Ethical Issues in Data Science
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Splunk Administration and Advanced Topics
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ML Fundamentals
Splunk Administration and Advanced Topics
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Deep Learning and Reinforcement Learning
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ML Fundamentals
Deep Learning and Reinforcement Learning
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H2O Driverless AI Starter Course
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ML Fundamentals
H2O Driverless AI Starter Course
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Natural Language Processing with Probabilistic Models
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Self-paced
ML Fundamentals
Natural Language Processing with Probabilistic Models
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Deploy and Optimize Cloud AI Architectures
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ML Fundamentals
Deploy and Optimize Cloud AI Architectures
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Deep Learning: Build & Optimize Neural Networks
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ML Fundamentals
Deep Learning: Build & Optimize Neural Networks
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Classify Images of Cats and Dogs using Transfer Learning
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ML Fundamentals
Classify Images of Cats and Dogs using Transfer Learning
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Optimize AI Inference Speed & Accuracy
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ML Fundamentals
Optimize AI Inference Speed & Accuracy
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Deep Learning with Keras and Tensorflow
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ML Fundamentals
Deep Learning with Keras and Tensorflow
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Natural Language Processing with Classification and Vector Spaces
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ML Fundamentals
Natural Language Processing with Classification and Vector Spaces
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Logistic Regression with R: Build & Predict
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Self-paced
ML Fundamentals
Logistic Regression with R: Build & Predict
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Machine Learning Rapid Prototyping with IBM Watson Studio
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ML Fundamentals
Machine Learning Rapid Prototyping with IBM Watson Studio
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Preparing Images for AI Models
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Self-paced
ML Fundamentals
Preparing Images for AI Models
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6G Vision: ML, Intelligent Surfaces & Optical Networks
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Self-paced
ML Fundamentals
6G Vision: ML, Intelligent Surfaces & Optical Networks
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