Foundations

ML Fundamentals

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

9841
videos
Advanced Machine Learning with R: Apply & Predict
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Self-paced
📐 ML Fundamentals
Advanced Machine Learning with R: Apply & Predict
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Visual Perception for Self-Driving Cars
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Self-paced
📐 ML Fundamentals
Visual Perception for Self-Driving Cars
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Basic Data Processing and Visualization
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Basic Data Processing and Visualization
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Deep Learning - Artificial Neural Networks with TensorFlow
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Self-paced
📐 ML Fundamentals
Deep Learning - Artificial Neural Networks with TensorFlow
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Optimizing and Governing AI Systems
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Self-paced
📐 ML Fundamentals
Optimizing and Governing AI Systems
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Preparing for DP-900: Microsoft Azure Data Fundamentals Exam
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📐 ML Fundamentals
Preparing for DP-900: Microsoft Azure Data Fundamentals Exam
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Create a Superhero Name Generator with TensorFlow
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Self-paced
📐 ML Fundamentals
Create a Superhero Name Generator with TensorFlow
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Fundamentals of Machine Learning in Finance
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Self-paced
📐 ML Fundamentals
Fundamentals of Machine Learning in Finance
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Machine Learning Capstone
📚 Coursera Course ↗
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📐 ML Fundamentals
Machine Learning Capstone
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Building Regression Models with Linear Algebra
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Building Regression Models with Linear Algebra
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Survival Analysis in R for Public Health
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Survival Analysis in R for Public Health
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Process Mining: Data science in Action
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Process Mining: Data science in Action
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The Data Science Profession – Student View
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Self-paced
📐 ML Fundamentals
The Data Science Profession – Student View
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Automate and Evaluate ML Pipeline Tests
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Automate and Evaluate ML Pipeline Tests
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AI Foundations with Python: Build & Visualize
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Self-paced
📐 ML Fundamentals
AI Foundations with Python: Build & Visualize
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Foundations of Model Optimization and Deep Learning
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Self-paced
📐 ML Fundamentals
Foundations of Model Optimization and Deep Learning
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Cloud Data Engineering
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Self-paced
📐 ML Fundamentals
Cloud Data Engineering
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Getting Started with BigQuery Machine Learning
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Getting Started with BigQuery Machine Learning
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Recommender Systems Complete Course Beginner to Advanced
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Self-paced
📐 ML Fundamentals
Recommender Systems Complete Course Beginner to Advanced
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Smart Analytics, Machine Learning, and AI on GCP en Español
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Self-paced
📐 ML Fundamentals
Smart Analytics, Machine Learning, and AI on GCP en Español
Coursera Beginner Opens on Coursera ↗
Machine Learning - Anomaly Detection via PyCaret
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Self-paced
📐 ML Fundamentals
Machine Learning - Anomaly Detection via PyCaret
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Essential Linear Algebra for Data Science
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Essential Linear Algebra for Data Science
Coursera Beginner Opens on Coursera ↗
Encoder-Decoder Architecture - Português Brasileiro
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Self-paced
📐 ML Fundamentals
Encoder-Decoder Architecture - Português Brasileiro
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Deep Learning and Advanced Techniques
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📐 ML Fundamentals
Deep Learning and Advanced Techniques
Coursera Intermediate Opens on Coursera ↗