Pepe Pérez

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Machine Learning cheatsheets for Stanford's CS 229

Goal<p>This repository aims at summing up in the same place all the important notions that are covered in Stanford's CS 229 Machine Learning course, and …

Machine Learning

The evolution of image classification explained

• <b>meaningful</b> and• <b><br>low-dimensional</b> features that we can work on.<p>And that's where <b>convolutional neural networks</b> come in the game!<p>To tackle this issue, Yann …

Berkeley AI Materials

Project 3: Reinforcement Learning<p>Version 1.001. Last Updated: 08/26/2014.<p>Table of Contents<p>Introduction<br>• Welcome<br>• Q1: Value Iteration<br>• Q2: Bridge Crossing …

Build an Amazon Lex Chatbot with Microsoft Excel | Amazon Web Services

<i>This is a guest post by AWS Community Hero Cyrus Wong.</i><p>Our institution (IVE) here in Hong Kong has begun experimenting with Amazon Lex in teaching, …

Understanding Neural Networks Using Excel

A TL: DR Approach To Become Familiar With Deep Learning<p>To simplify the concept of convolutional neural networks, I will try to explain what occurs …

What to expect in medicine in 20 years

The 70-page "The Future of Medicine" attempts to envision changes over the next 25 years based on the thoughts of futurists and experts in various …

Alzheimer's Disease

Practice Algebra Through Puzzles

How tuberculosis hides in the body

Tuberculosis is a global health problem, especially the antibiotic resistant variety. A new study tells us more about how the bacteria evades the …

Free Online Course Materials

Welcome!<p>This page is an index of every course on OCW, over 2,200 in all.<p><b>MIT OpenCourseWare</b> is a free & open publication of material from thousands of …

Fourier Transform in Digital Signal Processing

Introduction<p>The frequency analysis is the one of the most popular methods in signal processing. It is a tool for signal decomposition for further …

The 17 equations that changed the course of history

Mathematics is all around us, and it has shaped our understanding of the world in countless ways.<p>In 2013, mathematician and science author Ian …

Mathematics

Savings Account | Personal Finance | Save Money

What are savings?<p>Savings are funds that you put aside and don’t spend.<p>Life can be full of surprises, both good and bad. Building savings is a great …

20 trucos para ser un experto en Google

El buscador de Google es una herramienta extremadamente poderosa, pueden hacerse muchas cosas si usamos los filtros adecuados y las palabras …