Foundations

ML Fundamentals

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

3109
videos
Doğrusal Cebir II: Kare Matrisler, Hesaplama Yöntemleri ve Uygulamalar / Linear Algebra II: Square Matrices, Calculation Methods and Applications
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Doğrusal Cebir II: Kare Matrisler, Hesaplama Yöntemleri ve Uygulamalar / Linear Algebra II: Square Matrices, Calculation Methods and Applications
Coursera Intermediate Opens on Coursera ↗
Advanced Machine Learning with R: Apply & Predict
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Advanced Machine Learning with R: Apply & Predict
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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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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
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Fundamentals of Machine Learning in Finance
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Machine Learning Capstone
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Machine Learning Capstone
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AI Foundations with Python: Build & Visualize
📚 Coursera Course ↗
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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Machine Learning - Anomaly Detection via PyCaret
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Machine Learning - Anomaly Detection via PyCaret
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Deep Learning and Advanced Techniques
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Deep Learning and Advanced Techniques
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Managing Machine Learning Projects
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Managing Machine Learning Projects
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Building a Large-Scale, Automated Forecasting System
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Building a Large-Scale, Automated Forecasting System
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AWS: Security, Governance, and Compliance
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
AWS: Security, Governance, and Compliance
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Mastering Neural Networks and Model Regularization
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Self-paced
📐 ML Fundamentals
Mastering Neural Networks and Model Regularization
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Recommender Systems: An Applied Approach using Deep Learning
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Recommender Systems: An Applied Approach using Deep Learning
Coursera Intermediate Opens on Coursera ↗
Advanced Machine Learning and Deep Learning
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Advanced Machine Learning and Deep Learning
Coursera Intermediate Opens on Coursera ↗
Build a Machine Learning Web App with Streamlit and Python
📚 Coursera Course ↗
Self-paced
📐 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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Self-paced
📐 ML Fundamentals
Honors Algebra 2: Algebraic, Exponential & Log Functions
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Machine Learning Pipelines with Azure ML Studio
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Self-paced
📐 ML Fundamentals
Machine Learning Pipelines with Azure ML Studio
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Machine Learning: Random Forest with Python from Scratch©
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Self-paced
📐 ML Fundamentals
Machine Learning: Random Forest with Python from Scratch©
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Data Pipelines with TensorFlow Data Services
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Self-paced
📐 ML Fundamentals
Data Pipelines with TensorFlow Data Services
Coursera Intermediate Opens on Coursera ↗
Advanced CNNs, Transfer Learning, and Recurrent Networks
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Advanced CNNs, Transfer Learning, and Recurrent Networks
Coursera Intermediate Opens on Coursera ↗
Introduction to Long Short Term Memory (LSTM) Training
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Introduction to Long Short Term Memory (LSTM) Training
Coursera Intermediate Opens on Coursera ↗