Foundations

ML Fundamentals

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

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Naive Bayes 101: Resume Selection with Machine Learning
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📐 ML Fundamentals
Naive Bayes 101: Resume Selection with Machine Learning
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Fundamentals of Machine Learning for Healthcare
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📐 ML Fundamentals
Fundamentals of Machine Learning for Healthcare
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Automate, Optimize, and Monitor ML Models
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📐 ML Fundamentals
Automate, Optimize, and Monitor ML Models
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AI for Business Leaders
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📐 ML Fundamentals
AI for Business Leaders
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Apply Test-Driven ML Code
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📐 ML Fundamentals
Apply Test-Driven ML Code
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Learn MLOps for Machine Learning
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📐 ML Fundamentals
Learn MLOps for Machine Learning
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Practical MATLAB Skills
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📐 ML Fundamentals
Practical MATLAB Skills
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Health Data Science Foundation
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📐 ML Fundamentals
Health Data Science Foundation
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Computational Social Science Capstone Project
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📐 ML Fundamentals
Computational Social Science Capstone Project
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Advanced Generative Adversarial Networks (GANs)
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📐 ML Fundamentals
Advanced Generative Adversarial Networks (GANs)
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Browser-based Models with TensorFlow.js
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📐 ML Fundamentals
Browser-based Models with TensorFlow.js
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Calculus through Data & Modeling: Precalculus Review
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📐 ML Fundamentals
Calculus through Data & Modeling: Precalculus Review
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Perform data science with Azure Databricks
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📐 ML Fundamentals
Perform data science with Azure Databricks
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Introduction to NLP and Syntactic Processing
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📐 ML Fundamentals
Introduction to NLP and Syntactic Processing
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Analyze and Build Deep Learning Models with TensorFlow
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📐 ML Fundamentals
Analyze and Build Deep Learning Models with TensorFlow
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AI Workflow: Machine Learning, Visual Recognition and NLP
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📐 ML Fundamentals
AI Workflow: Machine Learning, Visual Recognition and NLP
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Mask Detector with Python & TensorFlow: Build & Deploy
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📐 ML Fundamentals
Mask Detector with Python & TensorFlow: Build & Deploy
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Calculus through Data & Modelling: Vector Calculus
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📐 ML Fundamentals
Calculus through Data & Modelling: Vector Calculus
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Encoder-Decoder Architecture
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📐 ML Fundamentals
Encoder-Decoder Architecture
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MLOps in R: Deploying machine learning models using vetiver
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📐 ML Fundamentals
MLOps in R: Deploying machine learning models using vetiver
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Diabetes Disease Detection with XG-Boost and Neural Networks
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📐 ML Fundamentals
Diabetes Disease Detection with XG-Boost and Neural Networks
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Semantic Segmentation with Amazon Sagemaker
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📐 ML Fundamentals
Semantic Segmentation with Amazon Sagemaker
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Microsoft Azure - Basics
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📐 ML Fundamentals
Microsoft Azure - Basics
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Deploy ML Models to Production
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📐 ML Fundamentals
Deploy ML Models to Production
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