🧠 Deep Learning
Get started with Deep Learning
From single neurons to transformers — master the architecture and training of modern neural networks at your own pace.
10modules
10quizzes
~2hcontent
Freeto start
What you’ll learn
01🧠 Neural networks
Forward pass, step by step
Watch activations propagate through layers — from raw inputs to final predictions.
02🧩 Quick quiz
Test your DL knowledge
Which activation function outputs values between 0 and 1?
03🗺️ Full curriculum
Every concept, covered
📈
Logistic Regression
Foundation of classification
🧠
Neural Networks
Layered learning machines
🔄
Backpropagation
Gradient through layers
⚖️
Regularization
Prevent overfitting
⚙️
Transformers
Attention-based models
🌊
Deep Networks
Stacked representation
Start the DL Track
Free to start · No account required
Deep Learning
From single neurons to transformers — master the architecture and training of modern neural networks that power today's AI breakthroughs.
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📝
QUIZ
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Neural Networks Explained
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QUIZ
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Types of Machine Learning
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QUIZ
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Neural Networks and Machine Learning in Practice
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QUIZ
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Logistic Regression
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QUIZ
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Gradient Descent for Logistic Regression
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QUIZ
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Overfitting in Logistic Regression
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QUIZ
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Regularization for Logistic Regression
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QUIZ
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Regularized Logistic Regression
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QUIZ
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Transformer Architecture
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QUIZ