Foundations

ML Fundamentals

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

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Custom Models, Layers, and Loss Functions with TensorFlow
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Custom Models, Layers, and Loss Functions with TensorFlow
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Responsible AI: Applying AI Principles with GC - Português
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Self-paced
📐 ML Fundamentals
Responsible AI: Applying AI Principles with GC - Português
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Create Image Captioning Models
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Create Image Captioning Models
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Apply Artificial Intelligence Using Python for Beginners
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Self-paced
📐 ML Fundamentals
Apply Artificial Intelligence Using Python for Beginners
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SPSS: Apply & Evaluate Cluster Analysis Techniques
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Self-paced
📐 ML Fundamentals
SPSS: Apply & Evaluate Cluster Analysis Techniques
Coursera Intermediate Opens on Coursera ↗
Tools for Data Science
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Self-paced
📐 ML Fundamentals
Tools for Data Science
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Mathematics for Machine Learning: Linear Algebra
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Self-paced
📐 ML Fundamentals
Mathematics for Machine Learning: Linear Algebra
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Foundations and Core Concepts of PyTorch
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Self-paced
📐 ML Fundamentals
Foundations and Core Concepts of PyTorch
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Machine Learning: Classification
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Self-paced
📐 ML Fundamentals
Machine Learning: Classification
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Machine Learning Operations with Vertex AI: Model Evaluation
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Machine Learning Operations with Vertex AI: Model Evaluation
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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
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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 ↗
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📐 ML Fundamentals
Intro to Artificial Intelligence on Microsoft Azure
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AI Infrastructure: Cloud TPUs
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Self-paced
📐 ML Fundamentals
AI Infrastructure: Cloud TPUs
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Apply SOLID Design to Optimize Java ML
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Self-paced
📐 ML Fundamentals
Apply SOLID Design to Optimize Java ML
Coursera Intermediate Opens on Coursera ↗
Master Decision Trees in R: Build, Predict & Evaluate
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Self-paced
📐 ML Fundamentals
Master Decision Trees in R: Build, Predict & Evaluate
Coursera Advanced Opens on Coursera ↗
Machine Learning Operations (MLOps): Getting Started
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Self-paced
📐 ML Fundamentals
Machine Learning Operations (MLOps): Getting Started
Coursera Beginner Opens on Coursera ↗
Doing Clinical Research: Biostatistics with the Wolfram Language
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Self-paced
📐 ML Fundamentals
Doing Clinical Research: Biostatistics with the Wolfram Language
Coursera Advanced Opens on Coursera ↗
Calculus: Single Variable Part 2 - Differentiation
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📐 ML Fundamentals
Calculus: Single Variable Part 2 - Differentiation
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Using Machine Learning in Trading and Finance
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📐 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
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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
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📐 ML Fundamentals
Getting Started with Machine Learning at the Edge on Arm
Coursera Beginner Opens on Coursera ↗