Foundations

ML Fundamentals

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

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I/O-efficient algorithms
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I/O-efficient algorithms
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Computer Vision and Sequence Analysis in Machine Learning
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Computer Vision and Sequence Analysis in Machine Learning
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Data Science & Machine Learning Fundamentals
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Data Science & Machine Learning Fundamentals
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Advanced RNN Concepts and Projects
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📐 ML Fundamentals
Advanced RNN Concepts and Projects
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Managing Machine Learning Projects
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📐 ML Fundamentals
Managing Machine Learning Projects
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Real-world End to End Machine Learning Ops on Google Cloud
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📐 ML Fundamentals
Real-world End to End Machine Learning Ops on Google Cloud
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Fundamental MATLAB Programming for AI
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📐 ML Fundamentals
Fundamental MATLAB Programming for AI
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DevOps and AI on AWS: AIOps
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📐 ML Fundamentals
DevOps and AI on AWS: AIOps
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Introduction to Generative AI - Français
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📐 ML Fundamentals
Introduction to Generative AI - Français
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Building a Large-Scale, Automated Forecasting System
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Building a Large-Scale, Automated Forecasting System
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Introduction to AI
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📐 ML Fundamentals
Introduction to AI
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Calculus for Machine Learning and Data Science
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📐 ML Fundamentals
Calculus for Machine Learning and Data Science
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AWS: Security, Governance, and Compliance
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📐 ML Fundamentals
AWS: Security, Governance, and Compliance
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Mastering Neural Networks and Model Regularization
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📐 ML Fundamentals
Mastering Neural Networks and Model Regularization
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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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📐 ML Fundamentals
Optimize Deep Learning Models for Peak AI
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Introduction to Calculus
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Introduction to Calculus
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Introduction to Machine Learning: Unsupervised Learning
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📐 ML Fundamentals
Introduction to Machine Learning: Unsupervised Learning
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Recommender Systems: An Applied Approach using Deep Learning
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📐 ML Fundamentals
Recommender Systems: An Applied Approach using Deep Learning
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Advanced Machine Learning and Deep Learning
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📐 ML Fundamentals
Advanced Machine Learning and Deep Learning
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Build a Machine Learning Web App with Streamlit and Python
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📐 ML Fundamentals
Build a Machine Learning Web App with Streamlit and Python
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Honors Algebra 2: Algebraic, Exponential & Log Functions
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📐 ML Fundamentals
Honors Algebra 2: Algebraic, Exponential & Log Functions
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Applied Social Network Analysis in Python
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📐 ML Fundamentals
Applied Social Network Analysis in Python
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Introduction to Generative AI
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📐 ML Fundamentals
Introduction to Generative AI
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