Serrano Academy

The Attention Mechanism in Large Language Models 21:02
The Attention Mechanism in Large Language Models Serrano.Academy 108,220 1 год назад
Kolmogorov-Arnold Networks (KANs) - What are they and how do they work? 14:20
Kolmogorov-Arnold Networks (KANs) - What are they and how do they work? Serrano.Academy 7,428 1 месяц назад
The math behind Attention: Keys, Queries, and Values matrices 36:16
The math behind Attention: Keys, Queries, and Values matrices Serrano.Academy 276,190 1 год назад
What are Transformer Models and how do they work? 44:26
What are Transformer Models and how do they work? Serrano.Academy 134,613 1 год назад
Serrano.Academy - The art of understanding 00:42
Serrano.Academy - The art of understanding Serrano.Academy 36,543 5 лет назад
The Discrete Fourier Transform 17:27
The Discrete Fourier Transform Serrano.Academy 5,038 4 месяца назад
How do Transformer Models keep track of the order of words? Positional Encoding 09:50
How do Transformer Models keep track of the order of words? Positional Encoding Serrano.Academy 3,636 2 месяца назад
A friendly introduction to deep reinforcement learning, Q-networks and policy gradients 36:26
A friendly introduction to deep reinforcement learning, Q-networks and policy gradients Serrano.Academy 108,866 3 года назад
How do you minimize a function when you can't take derivatives? CMA-ES and PSO 15:04
How do you minimize a function when you can't take derivatives? CMA-ES and PSO Serrano.Academy 8,548 2 года назад
Logistic Regression and the Perceptron Algorithm: A friendly introduction 45:19
Logistic Regression and the Perceptron Algorithm: A friendly introduction Serrano.Academy 58,481 6 лет назад
Denoising and Variational Autoencoders 31:46
Denoising and Variational Autoencoders Serrano.Academy 26,221 3 года назад
The Kolmogorov-Arnold Theorem 23:00
The Kolmogorov-Arnold Theorem Serrano.Academy 12,112 1 месяц назад
A friendly introduction to Deep Learning and Neural Networks 33:20
A friendly introduction to Deep Learning and Neural Networks Serrano.Academy 703,627 8 лет назад
Why do we divide by n-1 to estimate the variance? A visual tour through Bessel correction 37:23
Why do we divide by n-1 to estimate the variance? A visual tour through Bessel correction Serrano.Academy 12,561 7 месяцев назад
Reinforcement Learning with Human Feedback - How to train and fine-tune Transformer Models 15:31
Reinforcement Learning with Human Feedback - How to train and fine-tune Transformer Models Serrano.Academy 14,099 11 месяцев назад
A friendly introduction to Bayes Theorem and Hidden Markov Models 32:46
A friendly introduction to Bayes Theorem and Hidden Markov Models Serrano.Academy 483,955 6 лет назад
State Space Models (SSMs) and Mamba 26:06
State Space Models (SSMs) and Mamba Serrano.Academy 8,891 5 месяцев назад
A Friendly Introduction to Machine Learning 30:49
A Friendly Introduction to Machine Learning Serrano.Academy 942,553 8 лет назад
Direct Preference Optimization (DPO) - How to fine-tune LLMs directly without reinforcement learning 21:15
Direct Preference Optimization (DPO) - How to fine-tune LLMs directly without reinforcement learning Serrano.Academy 9,373 6 месяцев назад
KL Divergence - How to tell how different two distributions are 13:48
KL Divergence - How to tell how different two distributions are Serrano.Academy 7,693 6 месяцев назад

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