Free computers and the internet Kindle books for 29 Aug 16

Deep Learning: Natural Language Processing in Python with Word2Vec: Word2Vec and Word Embeddings in Python and Theano (Deep Learning and Natural Language Processing Book 1)

by LazyProgrammer

Word2Vec

Word2Vec is a set neural network algorithms that have gotten a lot of attention in recent years as part of the re-emergence of deep learning in AI.

The idea that one can represent words and concepts as vectors is not new. The ability to do it effectively and generate noteworthy results is.

Word2Vec algorithms are especially interesting because they allow us to perform arithmetic on the word vectors that yield both surprising and satisfying results. We call these “word analogies”.

Some popular word analogies Word2Vec is capable of finding:

“King” is to “Man” as “Queen” is to “Woman”.

“France” is to “Paris” as “Italy” is to “Rome”.

“December” is to “November” as “July” is to “June”.

Not only can we cluster similar words together, we can make all these clusters have the same “structure”, all by using Word2Vec.

Word2Vec was created by a team led by Tomas Mikolov at Google and has many advantages over earlier algorithms that attempt to do similar things, like Latent Semantic Analysis (LSA) or Latent Semantic Indexing (LSI).

In this book we cover various popular flavors of the Word2Vec algorithm, including CBOW (continuous bag-of-words), skip-gram, and negative sampling.

I show you both their derivations in math (you’ll see that if you already are familiar with deep learning concepts, there is no new math to be learned), and how to implement them in code.

Whereas implementation in Numpy is just the straightforward application of the equations in code, Theano is a bit more complex because it requires new array-slicing techniques, namely running gradient descent on only a part of a matrix. It’s not straightforward, but I walk you through all the bits and pieces required to understand the full implementation.

Amazingly, all the technologies we discuss in this book can be downloaded and installed for FREE. That means all you need to invest after purchasing this book is your effort and your time. The only prerequisites are that you are comfortable with Python , Numpy, and Theano coding and you know the basics of deep learning.

“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, since they are required in order to understand this book:

Deep Learning in Python https://www.udemy.com/data-science-deep-learning-in-python

Deep Learning in Python Prerequisities https://www.udemy.com/data-science-logistic-regression-in-python

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.

Book 2 in the series can be found at: https://www.amazon.com/dp/B01KRBOO4Y

Book 3 in the series can be found at: https://www.amazon.com/dp/B01KS5AEXO



JAVA: JAVA in 8 Hours, For Beginners, Learn Java Fast! A Smart Way to Learn Java, Plain & Simple, Learn JAVA Programming Language in Easy Steps, A Beginner’s Guide, Start Coding Today!

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 is a useful book for beginners. You can learn complete primary knowledge of Java 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 Java quickly.

Table of Contents

Hour 1 Start JAVA

Hour 2 Statements

Hour 3 Array & Math

Hour 4 String Processing

Hour 5 Method, Class & Object

Hour 6 Inheritance & Modifiers

Hour 7 Abstract & Interface

Hour 8 Exception & I/O

Appendix Java Tests & Answers

Tests

Answers

Source Code for Download



Hacking: Guide to Computer Hacking and Penetration Testing: Beginner Friendly with Practical Examples so you can Hack right now!

by Krishna Rungta

Practical Hacking Guide. Covers the following

Chapter 1: Introduction

What is hacking?

Common hacking terminologies

What is Cybercrime?

What is ethical hacking?

Chapter 2: Potential Security Threats

What is a threat?

What are Physical Threats?

What are Non-physical Threats?

Chapter 3: Hacking Tools & Skills

What is a programming language?

What languages should I learn?

What are hacking tools?

Commonly Used Hacking Tools

Chapter 4: Social Engineering

What is social engineering?

Common Social Engineering Techniques

Social Engineering Counter Measures

Chapter 5: Cryptography

What is cryptography?

What is cryptanalysis?

What is cryptology?

Encryption Algorithms

Hacking Activity: Hack Now!

Chapter 6: Cracking Password

What is password cracking?

What is password strength?

Password cracking techniques

Password Cracking Tools

Password Cracking Counter Measures

Chapter 7: Trojans, Viruses and Worms

What is a Trojan?

What is a worm?

What is a virus?

Trojans, viruses and worms counter measures

Chapter 8: Network Sniffers

What is IP and MAC Addresses

What is network sniffing?

Passive and Active Sniffing

What is ARP Poisoning?

What is a MAC Flooding?

Sniffing the network using Wireshark

Chapter 9: Hack Wireless Networks

What is a wireless network?

How to access a wireless network?

Wireless Network Authentication

How to Crack Wireless Networks

Cracking Wireless network WEP/WPA keys

Chapter 10: DoS(Denial of Service) Attacks

What is DoS Attack?

Type of DoS Attacks

How DoS attacks work

DoS attack tools

Chapter 11: Hack a Web Server

Web server vulnerabilities

Types of Web Servers

Types of Attacks against Web Servers

Web server attack tools

Chapter 12: Hack a Website

What is a web application? What are Web Threats?

How to protect your Website against hacks ?

Hacking Activity: Hack a Website !

Chapter 13: SQL Injection

What is a SQL Injection?

How SQL Injection Works

Other SQL Injection attack types

Automation Tools for SQL Injection



Scrum – PSM I Exam Coach Series: Scrum Definition, Theory, Values

by Priyang Anand

This book is a capsule learning material for first timers to Scrum and aspirants who wish to clear Professional Scrum Master I (PSM I), the most meritorious certificate in scrum / agile. Part I of this series details about Scrum Definition, Theory and Values.



Work From Home: 3 Easy And Proven Strategies For Beginners To Make Money Online Starting Today!

by Nick Logan

Looking for ways to give a strong impetus to your financial status?

Work From Home: 3 Easy And Proven Strategies For Beginners To Make Money Online Starting Today is a book that will help you find online gigs that provide steady streams of cash with the prospect of adding up to substantial earnings over time.

The reality is that the vast majority of the online “earn cash from home” ads are nothing but cons. However, this detailed, in-depth Work From Home Guide offers three different work-from-home strategies that will help you achieve your dream for financial independence.

The book features a list of legitimate online sites that endorse work from home jobs that are genuine and pay in cash for your work.

No-Risk Online Money Making Gigs

None of these online gigs require you to spend even a dime. Instead, they offer creative and fun ways to thicken up your wallet without wearing thin your nerves.

Do you habitually take pictures with your smartphone or your point-and-click camera? Do you consider yourself an expert in some field? Would you like to try your luck as a T-shirt designer?

Yes, there are actually online photo stock portals that prove to be lucrative gigs for prospective and up-and-coming photographers. Some online survey sites pay in cash just to hear your thoughts on certain products.

One site, called Teespring, provides you with everything you need in order to launch your very own T-shirt campaign.

Successful Online Money-Making Gigs

I am offering you my extensive knowledge on ways you can earn money from home, the tricks for success, and insights to avoid the pitfalls of online money-making schemes.

The eBook will reveal to you:

– The Beauty and the Advantages of Money-Making Online Strategies;

– How to Take Pictures Worth Thousands of Words and Thousands of Dollars;

– How to Transform Your Opinion into Your Most Valuable Currency

– Understanding how Teespring is Your Inspiring, Empowering Online Money-Making Platform that Supports Your Creativity and Secures Your Financial Independence

– And so much more!

Download it NOW and have your eBook in a second!



Newbie’s Internet Marketing Blueprint: 2 Online Business Model Any Beginner Can Apply… Teespring Selling via FB & First Timer’s Guide to Affiliate Marketing

by Andre D’Angelo

Create a Business That Can Replace Your Income from Your Job!

In this 2 book bundle you’ll discover:

The First Timer’s Affiliate Marketing Guide
– The super newbie friendly method of making money as a new affiliate marketer
– How to find the best products to promote
– What are the criteria to use when choosing a product to sell on your website
– How to create a wordpress website from scratch
– How to invest $30 and make thousands back!
– How to write a product review – Step by Step
– How to rank your website without learning SEO (Search Engine Optimization)
– How giving away bonuses can literally 5x your sales
– What exact bonuses to give to your potential customers

Teespring Facebook
– The exact step by step instructions to make money selling tshirt
– How to make sure that your tshirts will be best sellers
– what exact market to choose for maximum profitability
– How to sell your tshirts
– How to market your tshirts the easiest possible way via FB fanpages

Download this book today and finally start your own path to a “freedom lifestyle”



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