Serrano.Academy Courses

Machine learning en espanol

Learn machine learning in Spanish with Serrano.Academy. Explore supervised and unsupervised learning, image recognition, language analysis, and spam classification in 3-4 hours.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Online Course

Natural Language Processing

Learn Natural Language Processing in under an hour with Serrano.Academy, focusing on Latent Dirichlet Allocation and Gibbs Sampling.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Probability

Learn Bayes Theorem, Hidden Markov Models, Shannon Entropy, and more in this 1-2 hour program from Serrano.Academy.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Generative Models

Learn about Generative Models with Serrano.Academy. Master Denoising, Variational Autoencoders, GANs, and RBM in just 1-2 hours.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Unsupervised Learning

Learn Gaussian Mixture Models, Clustering, PCA, Matrix Factorization, and more in this 4-5 hour material from Serrano.Academy.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Online Course

Neural Networks

This Course is a friendly introduction series to machine learning, deep learning, neural networks and generative adversarial networks.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Online Course

General Machine Learning

Learn machine learning basics with Serrano.Academy, covering topics like ROC Curve, Linear Regression, and SVMs in a 3-4 hour workload.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Online Course

Machine Learning

Dive into machine learning with Serrano.Academy's program, covering topics from error metrics to deep learning. Expect 3-4 hours of engaging material.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Online Course

Supervised Learning

Learn linear regression, logistic regression, and SVMs in a friendly manner with Serrano.Academy's 1-2 hour material.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Principal Component Analysis

Learn Principal Component Analysis with Serrano.Academy in under an hour. Understand variance, covariance, eigenvectors, and eigenvalues through visuals, not formulas.

• YouTube
• 27 minutes
• On-Demand
• Free Online Course

Support Vector Machines - A Friendly Introduction

Learn the basics of Support Vector Machines (SVMs) with minimal math in less than an hour, offered by Serrano.Academy. Ideal for visual learners.

• YouTube
• 31 minutes
• On-Demand
• Free Online Course

Logistic Regression and the Perceptron Algorithm - A Friendly Introduction

Serrano.Academy offers a brief, visual introduction to logistic regression and the perceptron algorithm, ideal for those with little mathematical background.

• YouTube
• 45 minutes
• On-Demand
• Free Online Course

Linear Regression - A Friendly Introduction

Serrano.Academy offers a beginner-friendly introduction to linear regression, requiring minimal math and focusing on visual understanding, in under an hour.

• YouTube
• 31 minutes
• On-Demand
• Free Online Course

How Does Netflix Recommend Movies? Matrix Factorization

Learn how Netflix recommends movies using matrix factorization in this less than 1-hour material from Serrano.Academy. Understand machine learning, error function, and inference.

• YouTube
• 33 minutes
• On-Demand
• Free Online Course

Shannon Entropy and Information Gain

Learn Shannon Entropy and Information Gain in less than an hour with Serrano.Academy. The program includes quizzes, games, and a focus on practical applications.

• YouTube
• 21 minutes
• On-Demand
• Free Online Course