Serrano.Academy
157K subscribers
17:51
When is a sequence periodic? The Discrete Fourier Transform will tell us
Serrano.Academy
1.3K views • 10 days ago
17:27
The Discrete Fourier Transform
Serrano.Academy
2.8K views • 3 weeks ago
26:06
State Space Models (SSMs) and Mamba
Serrano.Academy
5.4K views • 2 months ago
21:15
Direct Preference Optimization (DPO) - How to fine-tune LLMs directly without reinforcement learning
Serrano.Academy
5.4K views • 3 months ago
13:48
KL Divergence - How to tell how different two distributions are
Serrano.Academy
5.5K views • 3 months ago
37:23
Why do we divide by n-1 to estimate the variance? A visual tour through Bessel correction
Serrano.Academy
11K views • 4 months ago
15:31
Reinforcement Learning with Human Feedback - How to train and fine-tune Transformer Models
Serrano.Academy
11K views • 7 months ago
38:24
Proximal Policy Optimization (PPO) - How to train Large Language Models
Serrano.Academy
25K views • 8 months ago
44:59
Stable Diffusion - How to build amazing images with AI
Serrano.Academy
19K views • 9 months ago
44:26
What are Transformer Models and how do they work?
Serrano.Academy
120K views • 11 months ago
36:16
The math behind Attention: Keys, Queries, and Values matrices
Serrano.Academy
247K views • 1 year ago
21:02
The Attention Mechanism in Large Language Models
Serrano.Academy
96K views • 1 year ago
26:41
The Binomial and Poisson Distributions
Serrano.Academy
10K views • 1 year ago
25:18
Euler's number, derivatives, and the bank at the end of the universe
Serrano.Academy
3.8K views • 1 year ago
22:23
Decision trees - A friendly introduction
Serrano.Academy
12K views • 2 years ago
15:04
How do you minimize a function when you can't take derivatives? CMA-ES and PSO
Serrano.Academy
8K views • 2 years ago
51:32
What is Quantum Machine Learning?
Serrano.Academy
12K views • 2 years ago
31:46
Denoising and Variational Autoencoders
Serrano.Academy
24K views • 2 years ago
19:18
Eigenvectors and Generalized Eigenspaces
Serrano.Academy
26K views • 2 years ago
12:40
Thompson sampling, one armed bandits, and the Beta distribution
Serrano.Academy
22K views • 3 years ago
13:31
The Beta distribution in 12 minutes!
Serrano.Academy
85K views • 3 years ago
36:26
A friendly introduction to deep reinforcement learning, Q-networks and policy gradients
Serrano.Academy
101K views • 3 years ago
8:39
The Gini Impurity Index explained in 8 minutes!
Serrano.Academy
40K views • 3 years ago
13:57
The covariance matrix
Serrano.Academy
98K views • 3 years ago
17:27
Gaussian Mixture Models
Serrano.Academy
71K views • 3 years ago
28:56
Singular Value Decomposition (SVD) and Image Compression
Serrano.Academy
92K views • 4 years ago
10:54
ROC (Receiver Operating Characteristic) Curve in 10 minutes!
Serrano.Academy
60K views • 4 years ago
36:58
Restricted Boltzmann Machines (RBM) - A friendly introduction
Serrano.Academy
66K views • 4 years ago
21:01
A Friendly Introduction to Generative Adversarial Networks (GANs)
Serrano.Academy
254K views • 4 years ago
10:36
You are much better at math than you think
Serrano.Academy
7.5K views • 4 years ago
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