Deep Learning Explained
19 videos • 59,591 views • by AssemblyAI
1
Deep learning in 5 minutes | What is deep learning?
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2
Batch normalization | What it is and how to implement it
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3
Regularization in a Neural Network | Dealing with overfitting
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4
Activation Functions In Neural Networks Explained | Deep Learning Tutorial
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5
Backpropagation For Neural Networks Explained | Deep Learning Tutorial
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6
Bias and Variance for Machine Learning | Deep Learning
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7
How to evaluate ML models | Evaluation metrics for machine learning
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8
Weight Initialization for Deep Feedforward Neural Networks
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9
Recurrent Neural Networks (RNNs) Explained - Deep Learning
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10
What is Layer Normalization? | Deep Learning Fundamentals
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11
Neural Networks Summary: All hyperparameters
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12
Gradient Clipping for Neural Networks | Deep Learning Fundamentals
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13
What is Natural Language Processing?
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14
Transformers for beginners | What are they and how do they work
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15
What is Transfer Learning? | With code in Keras
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16
A Complete Overview of Word Embeddings
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17
How Language Models Choose the Next Word
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18
The Fundamentals of LLM Text Generation
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19
What is Speculative Sampling? | Boosting LLM inference speed
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