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SUBJECTIVE
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INTERMEDIATE
Comparison between RNNs, LSTMs and Transformers
SUBJECTIVE
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INTERMEDIATE
Transformer Architecture Theory
CODE
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ADVANCED
Implement transformer block used in LLMs
CODE
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INTERMEDIATE
Implement a Convolutional Layer for Image Processing
SUBJECTIVE
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BEGINNER
Setting up initial learning rate
SUBJECTIVE
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BEGINNER
Bias vs Variance
SUBJECTIVE
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BEGINNER
Understanding Dropout in Neural Networks: A Key to Robust Machine Learning
SUBJECTIVE
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INTERMEDIATE
Recent advances in Dropout
SUBJECTIVE
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INTERMEDIATE
Vision Transformers: Understanding the Fundamentals
SUBJECTIVE
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INTERMEDIATE
ResNet Theory

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