Free computers and the internet Kindle books for 22 Aug 16

Deep Learning: Recurrent Neural Networks in Python: LSTM, GRU, and more RNN machine learning architectures in Python and Theano (Machine Learning in Python)

by LazyProgrammer

LSTM, GRU, and more advanced recurrent neural networks

Like Markov models, Recurrent Neural Networks are all about learning sequences – but whereas Markov Models are limited by the Markov assumption, Recurrent Neural Networks are not – and as a result, they are more expressive, and more powerful than anything we’ve seen on tasks that we haven’t made progress on in decades.

In the first section of the course we are going to add the concept of time to our neural networks.

I’ll introduce you to the Simple Recurrent Unit, also known as the Elman unit.

We are going to revisit the XOR problem, but we’re going to extend it so that it becomes the parity problem – you’ll see that regular feedforward neural networks will have trouble solving this problem but recurrent networks will work because the key is to treat the input as a sequence.

In the next section of the book, we are going to revisit one of the most popular applications of recurrent neural networks – language modeling.

One popular application of neural networks for language is word vectors or word embeddings. The most common technique for this is called Word2Vec, but I’ll show you how recurrent neural networks can also be used for creating word vectors.

In the section after, we’ll look at the very popular LSTM, or long short-term memory unit, and the more modern and efficient GRU, or gated recurrent unit, which has been proven to yield comparable performance.

We’ll apply these to some more practical problems, such as learning a language model from Wikipedia data and visualizing the word embeddings we get as a result.

All of the materials required for this course can be downloaded and installed for FREE. We will do most of our work in Numpy, Matplotlib, and Theano. I am always available to answer your questions and help you along your data science journey.

See you in class!

“Hold up… what’s deep learning and all this other crazy stuff you’re talking about?”

If you are completely new to deep learning, you might want to check out my earlier books and courses on the subject:

Deep Learning in Python https://www.amazon.com/dp/B01CVJ19E8

Deep Learning in Python Prerequisities https://www.amazon.com/dp/B01D7GDRQ2

Much like how IBM’s Deep Blue beat world champion chess player Garry Kasparov in 1996, Google’s AlphaGo recently made headlines when it beat world champion Lee Sedol in March 2016.

What was amazing about this win was that experts in the field didn’t think it would happen for another 10 years. The search space of Go is much larger than that of chess, meaning that existing techniques for playing games with artificial intelligence were infeasible. Deep learning was the technique that enabled AlphaGo to correctly predict the outcome of its moves and defeat the world champion.

Deep learning progress has accelerated in recent years due to more processing power (see: Tensor Processing Unit or TPU), larger datasets, and new algorithms like the ones discussed in this book.



Mapping Out My Millions- How to Build the Proper Foundation for Your Dream Life & Online Business

by Stan Gates

If you’re ready to be in charge of your own destiny, but don’t have the capital to buy a franchise or open up a storefront, consider starting an online business. When your store is online, you can reach millions of customers instead of whoever happens to wander in- plus, you don’t have to pay retail space. However, like any business, you’ll need an excellent product and a solid marketing plan. That is what this e-book aims at.



ANGULARJS: AngularJS in 8 Hours, For Beginners, Learn AngularJS Fast! A Smart Way to Learn Angular JS, Learn AngularJS Programming Language in Easy Steps, Start Coding Today, A Beginner’s Guide

by Ray Yao

Currently, you are able to get this Kindle book for $2.99. It regularly prices at $8.99. You can return the eBook for a refund within seven days of the date of purchase.

This book is a useful book for beginners. You can learn complete primary knowledge of AngularJS fast and easily. The straightforward definitions, the plain and simple examples, the elaborate explanations and the neat and beautiful layout feature this helpful and educative book. You will be impressed by the new distinctive composing style. Reading this book is a great enjoyment! You can master all essential Angular JS skill quickly.

Table of Contents

Hour 1 Introduction to AngularJS

Hour 2 Directives

Hour 3 Filters

Hour 4 Directive in DOM

Hour 5 Events

Hour 6 Expression

Hour 7 Controller & Scope

Hour 8 Module & API

Appendix 1 HTML & CSS Review

Appendix 2 AngularJS Tests

Tests

Answers

Source code for download



iPhone 6: The Comprehensive User Guide To Master Iphone 6, 6 S And 6 S Plus! Includes Advanced Tips and Tricks! (Iphone 6, IOS 9, Apple)

by Harold Stewart

iPhone 6 (FREE BONUS INCLUDED)

The Comprehensive User Guide To Master Iphone 6, 6 S And 6 S Plus! Includes Advanced Tips and Tricks!

The new Apple iPhone 6 is easily the best yet. It benefits from a bigger screen, a more powerful system and lots of new features and awesome apps.

But getting as much bang for your buck as possible is not always easy if you don’t know how to get the best out of your new device.

iPhone 6: The Comprehensive User Guide To Master iPhone 6, 6 S And 6 S Plus! Includes Advanced Tips and Tricks! is an actionable, easy to read user guide that shows you how to:

  • Set up your iPhone quickly
  • Get your head around the basics
  • Download the best apps
  • Make your phone more secure than ever
  • Shoot in 4D
  • Fix common issues, such as short battery life

Whether you’re a total beginner or whether you just want to learn about more hacks and trips, this ebook is for everyone.

Download your copy of iPhone 6 by scrolling up and clicking “Buy Now With 1-Click” button.



How to Speed Up Your Computer: A quick and easy guide to turbo charge your PC

by George Kenneth

Are you struggling with a slow performing computer? Are you tired of waiting for your computer to start-up and applications to load? Not sure where to start to get your computer running like new again? I have created this book with users like you in mind. This guide was created specifically for non-technical users who are often frustrated with their computer’s speed and would like to do something about it.

The truth is, there are several factors that when combined can cause computers to perform poorly. I will reveal simple yet powerful techniques that you can use to significantly boost the performance of your computer. You will get vital information written in an easy to follow step by step format that will help you understand some of the common problems that could cripple your computer’s performance.

Whether you have a laptop or desktop, this guide will provide you with the best tips and strategies to turbo-charge you computer! You could save hundreds of dollars from buying a new computer or getting a computer technician to perform some of these same maintenance techniques that I will share with you.

Armed with this guide, the power is now in your hands to keep your PC running like the pros. Pick up a copy of this book to help solve your computer performance problems.



iPhone: la guía definitiva: mucho más que un teléfono. Saca el máximo partido a tu iPhone. (Spanish Edition)

by David Prudencio

Este libro te ayudará a dominar el manejo de tu iPhone en un recorrido paso a paso que te convertirá en todo un experto en iOS, el sistema operativo móvil más avanzado que existe.
Aprenderás a usar las aplicaciones de forma global en lugar de como aplicaciones aisladas; intercambian información entre ellas. Conocerás en profundidad Teléfono, Mensajes, WhatsApp, Correo, contactos y calendario, Recordatorios, Notas, Safari, Facetime, Mapas, Brújula y nivel, cámara, fotos, música, iBooks, Game Center, Wallet y Podcasts. También podrás sacarle todo el partido al centro de notificaciones para que de un solo vistazo accedas a toda la información que necesitas.
Mantenerse en forma y saludable es muy importante. Verás lo sencillo que resulta personalizar la app Salud y organizar así todos tus datos de deporte en un tablero, para que de un vistazo puedas consultarlos de una manera sencilla y conseguir ese extra de motivación para superarte día a día.
La forma de interactuar con un teléfono móvil ha cambiado radicalmente en los últimos años; el teclado desapareció en favor de las pantallas táctiles y ahora es el reconocimiento de voz e interpretación del lenguaje natural lo último en tecnología. En el iPhone, es Siri la encargada de reconocer nuestra voz y, a su vez, lo que le pedimos para realizar tareas de una forma mucho más rápida a como lo haríamos nosotros interactuando con nuestros dedos sobre la pantalla táctil. Sólo tenemos que pedirle algo como si se lo pediríamos a otra persona.
Hoy día no se concibe un dispositivo móvil desconectado de los demás; vivimos interconectados, y la mejor forma de estar conectados es en familia, una manera de compartir entre un máximo de seis miembros de la familia las compras que hagáis en iTunes, App Store y iBooks con una sola tarjeta de crédito. También aprenderás a compartir fotos, calendarios y tareas con tu familia, todo de una forma muy sencilla e intuitiva.
Por último, veremos trucos y consejos de mantenimiento para que siempre tengas tu iPhone a punto y a máximo rendimiento.
Después de leer este libro serás capaz de manejar tu iPhone con fluidez, verás lo rápido y sencillo que resulta realizar cualquier tarea, y podrás sacarle todo el partido a esta joya de la tecnología.



Learn Microsoft Office Word 2007 in Arabic (Learn Microsoft Office in Arabic By Michael nabil Book 1)

by michael akhnokh

Learn Microsoft Office Word 2007 in Arabic



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