a great book#11

Make Your Own Neural Network

Make Your Own Neural Network Description - A step-by-step gentle journey through the mathematics of neural networks, and making your own using the Python computer language.

Neural networks are a key element of deep learning and artificial intelligence, which today is capable of some truly impressive feats. Yet too few really understand how neural networks actually work.

This guide will take you on a fun and unhurried journey, starting from very simple ideas, and gradually building up an understanding of how neural networks work. You won't need any mathematics beyond secondary school, and an accessible introduction to calculus is also included.

The ambition of this guide is to make neural networks as accessible as possible to as many readers as possible - there are enough texts for advanced readers already!

You'll learn to code in Python and make your own neural network, teaching it to recognise human handwritten numbers, and performing as well as professionally developed networks.

Part 1 is about ideas. We introduce the mathematical ideas underlying the neural networks, gently with lots of illustrations and examples.

Part 2 is practical. We introduce the popular and easy to learn Python programming language, and gradually builds up a neural network which can learn to recognise human handwritten numbers, easily getting it to perform as well as networks made by professionals.

Part 3 extends these ideas further. We push the performance of our neural network to an industry leading 98% using only simple ideas and code, test the network on your own handwriting, take a privileged peek inside the mysterious mind of a neural network, and even get it all working on a Raspberry Pi.

All the code in this has been tested to work on a Raspberry Pi Zero.

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SEO 2017: Learn search engine optimization with smart internet marketing strategies

SEO 2017: Learn search engine optimization with smart internet marketing strategies Description -

Learn SEO strategies to rank at the top of Google with SEO 2017, from beginner to advanced!

EXPANDED & UPDATED - OCTOBER, 2016 | Free Kindle updates for life

No matter your background, SEO 2017 will walk you through search engine optimization techniques used to grow countless companies online, exact steps to rank high in Google, and how get a ton of customers. First, let me tell you a little secret about SEO marketing...

Most of the search engine optimization advice on the Internet is wrong!

If you've sifted through the torrents of search engine optimization advice online, you may have noticed two things:

- Most SEO advice is outdated or just dead-wrong.
- Google's constant updates have made many popular SEO optimization strategies useless.

Why is this so? Google are constantly evolving, making it difficult to know what works. Recent changes:

1. September, 2016 - Google announces Penguin 4.0, the latest and biggest update to their link-spam algorithm, which has now become a real-time addition to their core search algorithm.
2. September, 2016 - Webmasters report a groundbreaking update to Google's local search results now known as the Possum update, presenting new challenges to local businesses.
3. August, 2016 - Google announces their upcoming "Interstitial" update which will effectively put an end to mobile pop-up advertisements in coming months.

SEO 2017 is now updated to cover the latest changes to Google's algorithm, and walks you through the latest updates and how to use them to your advantage. This book also reveals industry secrets about staying ahead of Google's algorithm and what potential Google changes may be coming up in 2017. With this best-selling SEO book you can learn SEO from a fundamental level, achieve top rankings, and generate a wave of new customers to your site.

Discover new powerful link building techniques experts use to get top rankings

Link building is the strongest factor for ranking high in Google. Unfortunately, most widely-used methods suck! This chapter walks you through new and powerful techniques that won't get you in hot-water with Google. Now expanded and updated with more link building strategies, and extra tips for advanced readers.

You will also discover:

1. Important SEO concepts, from beginner to advanced.
2. Sneaky tricks to get local businesses ranking high with local SEO.
3. How to find "money" keywords that will send customers to your site.
4. Six insider sources to get expert SEO or Internet marketing advice worth thousands of dollars, for free.

Also discover little-known search engine optimization tools top Internet marketing experts use

The SEO tools chapter lists 25+ powerful tools top Internet marketing experts use to automate their search engine optimization, saving weeks of time, and creating bigger results... and most of the tools are free!

Sidestep the 2017 Google updates

Contrary to Internet marketing gossip, problems caused by Google updates are rarely irrecoverable—but you need the right knowledge. This book reveals:

- The inner mechanics of Google's algorithm, and how to use them to rank your site at the top.
- Recent Google updates—Penguin 4.0, Possum update, Accelerated Mobile Pages, Interstitial update, and more...
- Potential updates coming up in 2017.
- How to safe-guard against penalties in 2017 and beyond.
- How to recover from a Google penalty.

And read the special bonus chapter on pay-per-click advertising

In this special bonus chapter, learn to quickly and effectively setup pay-per-click advertising campaigns with Google AdWords, and send more customers to your website overnight, literally.

This is one of the most advanced and comprehensive SEO optimization books ever published—now updated and expanded—of all best-selling SEO books, this is the only one with everything you need. Scroll up,

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Python Machine Learning

Python Machine Learning Description - Unlock deeper insights into Machine Leaning with this vital guide to cutting-edge predictive analytics

About This Book

Leverage Python's most powerful open-source libraries for deep learning, data wrangling, and data visualization
Learn effective strategies and best practices to improve and optimize machine learning systems and algorithms
Ask – and answer – tough questions of your data with robust statistical models, built for a range of datasets

Who This Book Is For

If you want to find out how to use Python to start answering critical questions of your data, pick up Python Machine Learning – whether you want to get started from scratch or want to extend your data science knowledge, this is an essential and unmissable resource.

What You Will Learn

Explore how to use different machine learning models to ask different questions of your data
Learn how to build neural networks using Pylearn 2 and Theano
Find out how to write clean and elegant Python code that will optimize the strength of your algorithms
Discover how to embed your machine learning model in a web application for increased accessibility
Predict continuous target outcomes using regression analysis
Uncover hidden patterns and structures in data with clustering
Organize data using effective pre-processing techniques
Get to grips with sentiment analysis to delve deeper into textual and social media data

In Detail

Machine learning and predictive analytics are transforming the way businesses and other organizations operate. Being able to understand trends and patterns in complex data is critical to success, becoming one of the key strategies for unlocking growth in a challenging contemporary marketplace. Python can help you deliver key insights into your data – its unique capabilities as a language let you build sophisticated algorithms and statistical models that can reveal new perspectives and answer key questions that are vital for success.Python Machine Learning gives you access to the world of predictive analytics and demonstrates why Python is one of the world's leading data science languages. If you want to ask better questions of data, or need to improve and extend the capabilities of your machine learning systems, this practical data science book is invaluable. Covering a wide range of powerful Python libraries, including scikit-learn, Theano, and Pylearn2, and featuring guidance and tips on everything from sentiment analysis to neural networks, you'll soon be able to answer some of the most important questions facing you and your organization.

Style and approach

Python Machine Learning connects the fundamental theoretical principles behind machine learning to their practical application in a way that focuses you on asking and answering the right questions. It walks you through the key elements of Python and its powerful machine learning libraries, while demonstrating how to get to grips with a range of statistical models.

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Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy

Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy Description - A former Wall Street quant sounds an alarm on the mathematical models that pervade modern life - and threaten to rip apart our social fabric We live in the age of the algorithm. Increasingly the decisions that affect our lives - where we go to school, whether we get a car loan, how much we pay for health insurance - are being made not by humans but by mathematical models. In theory this should lead to greater fairness: Everyone is judged according to the same rules, and bias is eliminated. But as Cathy O'Neil reveals in this urgent and necessary book, the opposite is true. The models being used today are opaque, unregulated, and uncontestable even when they're wrong. Most troublingly, they reinforce discrimination: If a poor student can't get a loan because a lending model deems him too risky (by virtue of his zip code), he's then cut off from the kind of education that could pull him out of poverty, and a vicious spiral ensues. Models are propping up the lucky and punishing the downtrodden, creating a "toxic cocktail for democracy". Welcome to the dark side of big data. Tracing the arc of a person's life, O'Neil exposes the black-box models that shape our future, both as individuals and as a society. These "weapons of math destruction" score teachers and students, sort résumés, grant (or deny) loans, evaluate workers, target voters, set paroles, and monitor our health. O'Neil calls on modelers to take more responsibility for their algorithms and on policy makers to regulate their use. But in the end, it's up to us to become savvier about the models that govern our lives. This important book empowers us to ask the tough questions, uncover the truth, and demand change.

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Superintelligence: Paths, Dangers, Strategies

Superintelligence: Paths, Dangers, Strategies Description - The human brain has some capabilities that the brains of other animals lack. It is to these distinctive capabilities that our species owes its dominant position. Other animals have stronger muscles or sharper claws, but we have cleverer brains.

If machine brains one day come to surpass human brains in general intelligence, then this new superintelligence could become very powerful. As the fate of the gorillas now depends more on us humans than on the gorillas themselves, so the fate of our species then would come to depend on the actions of the machine superintelligence.

But we have one advantage: we get to make the first move. Will it be possible to construct a seed AI or otherwise to engineer initial conditions so as to make an intelligence explosion survivable? How could one achieve a controlled detonation?

To get closer to an answer to this question, we must make our way through a fascinating landscape of topics and considerations. Read the book and learn about oracles, genies, singletons; about boxing methods, tripwires, and mind crime; about humanity's cosmic endowment and differential technological development; indirect normativity, instrumental convergence, whole brain emulation and technology couplings; Malthusian economics and dystopian evolution; artificial intelligence, and biological cognitive enhancement, and collective intelligence.

This profoundly ambitious and original book picks its way carefully through a vast tract of forbiddingly difficult intellectual terrain. Yet the writing is so lucid that it somehow makes it all seem easy. After an utterly engrossing journey that takes us to the frontiers of thinking about the human condition and the future of intelligent life, we find in Nick Bostrom's work nothing less than a reconceptualization of the essential task of our time.

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The Adobe Photoshop Lightroom CC Book for Digital Photographers (Voices That Matter)

The Adobe Photoshop Lightroom CC Book for Digital Photographers (Voices That Matter) Description - Since Lightroom 1.0 first launched, Scott’s Kelby’s The Adobe Photoshop Lightroom Book for Digital Photographers has been the world’s #1 bestselling Lightroom book (it has been translated into a dozen different languages), and in this latest version for Lightroom 6, Scott uses his same award-winning, step-by-step, plain-English style and layout to make learning Lightroom easy and fun.

Scott doesn’t just show you which sliders do what (every Lightroom book will do that). Instead, by using the following three simple, yet brilliant, techniques that make it just an incredible learning tool, this book shows you how to create your own photography workflow using Lightroom:

• Throughout the book, Scott shares his own personal settings and studio-tested techniques. Each year he trains thousands of Lightroom users at his live seminars and through that he’s learned what really works, what doesn’t, and he tells you flat out which techniques work best, which to avoid, and why.

• The entire book is laid out in a real workflow order with everything step by step, so you can begin using Lightroom like a pro from the start.

• What really sets this book apart is the last chapter. This is where Scott dramatically answers his #1 most-asked Lightroom question, which is: “Exactly what order am I supposed to do things in, and where does Photoshop fit in?” You’ll see Scott’s entire start-to-finish Lightroom 6 workflow and learn how to incorporate it into your own workflow.

• Plus, this book includes a downloadable collection of some of the hottest Lightroom Develop module presets to give you a bunch of amazing effects with just one click!

Scott knows firsthand the challenges today’s digital photographers are facing, and what they want to learn next to make their workflow faster, easier, and more fun. He has incorporated all of that into this major update for Lightroom 6.

It’s the first and only book to bring the whole process together in such a clear, concise, and visual way. Plus, the book includes a special chapter on integrating Adobe Photoshop seamlessly right into your workflow, and you’ll learn some of Scott’s latest Photoshop portrait retouching techniques and special effects, which take this book to a whole new level. There is no faster, more straight to the point, or more fun way to learn Lightroom than with this groundbreaking book.

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SUBWAY SURFERS: GAME GUIDE, HACKS, CHEATS, MOD, APK, DOWNLOAD

SUBWAY SURFERS: GAME GUIDE, HACKS, CHEATS, MOD, APK, DOWNLOAD Description - Are you a fan of Subway Surfers?

With our unofficial game guide we can teach you how to master the game! Do you want to install and play the game on any Phone, PC, or Tablet? This guide will also help you install on the Kindle, Kindle HD, Kindle HDX, Any Android Phone/Tablet, PC, Windows Phone, Blackberry, or iPhone/iPad.

Following this guide you can get the game installed and begin playing right away in as little as a few minutes!

Help, tips, strategies, getting coins, walkthroughs, and the complete guide are also included with the order. Here are more details as to what is included when you purchase:

- How to get the game for FREE!
- Supports PC, iPhone, & Android.
- Overview & Basic Information.
- Advanced Strategies.
- Powerup Types and what they do.
- High Score Strategies.
- A Detailed Overview of All Character Types and Board Types.
- Step by Step how to Beat Every Mission & Strategies for Each.
- Secrets, Tips, Unlockables, and Tricks Used By Pro Players!
- Vivid Screenshots.
- PLUS MUCH MORE!

- How to Install the game on Kindle Fire HD, HDX, iPhones, Blackberry, iPads, Android phones and even on your PC using Facebook.

Disclaimer: This guide is not associated, affiliated, or endorsed by the Games Creator and or Owner. We cannot guarantee that this specific title will be available for download on each and every platform mentioned.

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