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Deep Learning with Python

Deep Learning with Python Lowest new price: $25.72
Lowest used price: $19.00
List price: $49.99
Author: Francois Chollet

Summary

Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

About the Technology

Machine learning has made remarkable progress in recent years. We went from near-unusable speech and image recognition, to near-human accuracy. We went from machines that couldn't beat a serious Go player, to defeating a world champion. Behind this progress is deep learning—a combination of engineering advances, best practices, and theory that enables a wealth of previously impossible smart applications.

About the Book

Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects.

What's Inside

  • Deep learning from first principles
  • Setting up your own deep-learning environment
  • Image-classification models
  • Deep learning for text and sequences
  • Neural style transfer, text generation, and image generation

About the Reader

Readers need intermediate Python skills. No previous experience with Keras, TensorFlow, or machine learning is required.

About the Author

François Chollet works on deep learning at Google in Mountain View, CA. He is the creator of the Keras deep-learning library, as well as a contributor to the TensorFlow machine-learning framework. He also does deep-learning research, with a focus on computer vision and the application of machine learning to formal reasoning. His papers have been published at major conferences in the field, including the Conference on Computer Vision and Pattern Recognition (CVPR), the Conference and Workshop on Neural Information Processing Systems (NIPS), the International Conference on Learning Representations (ICLR), and others.

Table of Contents

    PART 1 - FUNDAMENTALS OF DEEP LEARNING

  1. What is deep learning?
  2. Before we begin: the mathematical building blocks of neural networks
  3. Getting started with neural networks
  4. Fundamentals of machine learning
  5. PART 2 - DEEP LEARNING IN PRACTICE

  6. Deep learning for computer vision
  7. Deep learning for text and sequences
  8. Advanced deep-learning best practices
  9. Generative deep learning
  10. Conclusions
  11. appendix A - Installing Keras and its dependencies on Ubuntu
  12. appendix B - Running Jupyter notebooks on an EC2 GPU instance

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Crushing It!: How Great Entrepreneurs Build Their Business and Influence-and How You Can, Too

Crushing It!: How Great Entrepreneurs Build Their Business and Influence-and How You Can, Too Lowest new price: $10.40
Lowest used price: $15.00
List price: $29.99
Author: Gary Vaynerchuk

Four-time New York Times bestselling author Gary Vaynerchuk offers new lessons and inspiration drawn from the experiences of dozens of influencers and entrepreneurs who rejected the predictable corporate path in favor of pursuing their dreams by building thriving businesses and extraordinary personal brands.

In his 2009 international bestseller Crush It, Gary insisted that a vibrant personal brand was crucial to entrepreneurial success, In Crushing It!, Gary explains why that’s even more true today, offering his unique perspective on what has changed and what principles remain timeless. He also shares stories from other entrepreneurs who have grown wealthier—and not just financially—than they ever imagined possible by following Crush It principles. The secret to their success (and Gary’s) has everything to do with their understanding of the social media platforms, and their willingness to do whatever it took to make these tools work to their utmost potential. That’s what Crushing It! teaches readers to do.

In this lively, practical, and inspiring book, Gary dissects every current major social media platform so that anyone, from a plumber to a professional ice skater, will know exactly how to amplify his or her personal brand on each. He offers both theoretical and tactical advice on how to become the biggest thing on old standbys like Twitter, Facebook, YouTube, Instagram, Pinterest, and Snapchat; podcast platforms like Spotify, Soundcloud, iHeartRadio, and iTunes; and other emerging platforms such as Musical.ly. For those with more experience, Crushing It! illuminates some little-known nuances and provides innovative tips and clever tweaks proven to enhance more common tried-and-true strategies.

Crushing It! is a state-of-the-art guide to building your own path to professional and financial success, but it’s not about getting rich. It’s a blueprint to living life on your own terms.

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Elements of Programming Interviews in Python: The Insiders' Guide

Elements of Programming Interviews in Python: The Insiders' Guide Lowest new price: $35.00
Lowest used price: $23.99
List price: $39.95
Author: Adnan Aziz
Brand: CreateSpace Independent Publishing Platform

Take great care to buy the latest version: bit.ly/buyingEPI

EPI includes a framework for writing your solutions, as well as testing them against a comprehensive set of test-cases. Head over to judge.elementsofprogramminginterviews.com for details.

Before you buy this book, please first head over to our sample page - elementsofprogramminginterviews.com/sample

The sampler should give you a very good idea of the quality and style of our book. In particular, be sure you are comfortable with the level and with our Python coding style.

Since different candidates have different time constraints, EPI includes a study guide with several scenarios, ranging from weekend Hackathon to semester long preparation with a recommended a subset of problems for each scenario. 

All problems are classified in terms of their difficulty level and include many variants to help you apply what you have learned more widely.

All problems includes hints for readers who get stuck. This simulates what you will face in the real interview.

The version being sold by Amazon itself is always current. Some resellers may have older versions, especially if they sell used copies.

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Jab, Jab, Jab, Right Hook: How to Tell Your Story in a Noisy Social World

Jab, Jab, Jab, Right Hook: How to Tell Your Story in a Noisy Social World Lowest new price: $10.08
Lowest used price: $9.00
List price: $29.99
Author: Gary Vaynerchuk
Brand: Gary Vaynerchuk

New York Times bestselling author and social media expert Gary Vaynerchuk shares hard-won advice on how to connect with customers and beat the competition. A mash-up of the best elements of Crush It! and The Thank You Economy with a fresh spin, Jab, Jab, Jab, Right Hook is a blueprint to social media marketing strategies that really works. 

When managers and marketers outline their social media strategies, they plan for the “right hook”—their next sale or campaign that’s going to knock out the competition. Even companies committed to jabbing—patiently engaging with customers to build the relationships crucial to successful social media campaigns—want to land the punch that will take down their opponent or their customer’s resistance in one blow. Right hooks convert traffic to sales and easily show results. Except when they don’t.

Thanks to massive change and proliferation in social media platforms, the winning combination of jabs and right hooks is different now. Vaynerchuk shows that while communication is still key, context matters more than ever. It’s not just about developing high-quality content, but developing high-quality content perfectly adapted to specific social media platforms and mobile devices—content tailor-made for Facebook, Instagram, Pinterest, Twitter, and Tumblr.

Features:

  • Jab Jab Jab Right Hook How to Tell Your Story in a Noisy Social World

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Adobe Premiere Pro CC Classroom in a Book (2018 release)

Adobe Premiere Pro CC Classroom in a Book (2018 release) Lowest new price: $45.49
Lowest used price: $20.78
List price: $59.99
Author: Maxim Jago

Creative professionals seeking the fastest, easiest, most comprehensive way to learn Adobe Premiere Pro CC (2018 release) choose Adobe Premiere Pro CC Classroom in a Book (2018 release) from Adobe Press. The 18 project-based lessons in this book show users step-by-step the key techniques for working in Premiere Pro. Learn to edit video in Adobe Premiere Pro CC 2018 and get the most out of your workflow. Take a project from beginning to end and learn to organize media, add audio, create transitions, produce titles, and add effects. Take your projects further by sweetening and mixing sound, compositing footage, adjusting color, using advanced editing techniques, managing projects, working with 360 video for VR headsets, animating graphics, exporting, and much more.

 

The online companion files include all the necessary assets for readers to complete the projects featured in each chapter as well as ebook updates when Adobe releases relevant new features for Creative Cloud customers. All buyers of the book get full access to the Web Edition: a Web-based version of the complete ebook enhanced with video and multiple-choice quizzes.

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Learning Web Design: A Beginner's Guide to HTML, CSS, JavaScript, and Web Graphics

Learning Web Design: A Beginner's Guide to HTML, CSS, JavaScript, and Web Graphics Lowest new price: $45.37
Lowest used price: $42.20
List price: $59.99
Author: Jennifer Robbins

Do you want to build web pages but have no prior experience? This friendly guide is the perfect place to start. You’ll begin at square one, learning how the web and web pages work, and then steadily build from there. By the end of the book, you’ll have the skills to create a simple site with multicolumn pages that adapt for mobile devices.

Each chapter provides exercises to help you learn various techniques and short quizzes to make sure you understand key concepts.

This thoroughly revised edition is ideal for students and professionals of all backgrounds and skill levels. It is simple and clear enough for beginners, yet thorough enough to be a useful reference for experienced developers keeping their skills up to date.

  • Build HTML pages with text, links, images, tables, and forms
  • Use style sheets (CSS) for colors, backgrounds, formatting text, page layout, and even simple animation effects
  • Learn how JavaScript works and why the language is so important in web design
  • Create and optimize web images so they’ll download as quickly as possible
  • NEW! Use CSS Flexbox and Grid for sophisticated and flexible page layout
  • NEW! Learn the ins and outs of Responsive Web Design to make web pages look great on all devices
  • NEW! Become familiar with the command line, Git, and other tools in the modern web developer’s toolkit
  • NEW! Get to know the super-powers of SVG graphics

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Automate the Boring Stuff with Python: Practical Programming for Total Beginners

Automate the Boring Stuff with Python: Practical Programming for Total Beginners Lowest new price: $19.82
Lowest used price: $12.95
List price: $29.95
Author: Al Sweigart
Brand: No Starch Press

If you’ve ever spent hours renaming files or updating hundreds of spreadsheet cells, you know how tedious tasks like these can be. But what if you could have your computer do them for you?

In Automate the Boring Stuff with Python, you’ll learn how to use Python to write programs that do in minutes what would take you hours to do by hand—no prior programming experience required. Once you’ve mastered the basics of programming, you’ll create Python programs that effortlessly perform useful and impressive feats of automation to:
–Search for text in a file or across multiple files
–Create, update, move, and rename files and folders
–Search the Web and download online content
–Update and format data in Excel spreadsheets of any size
–Split, merge, watermark, and encrypt PDFs
–Send reminder emails and text notifications
–Fill out online forms

Step-by-step instructions walk you through each program, and practice projects at the end of each chapter challenge you to improve those programs and use your newfound skills to automate similar tasks.

Don’t spend your time doing work a well-trained monkey could do. Even if you’ve never written a line of code, you can make your computer do the grunt work. Learn how in Automate the Boring Stuff with Python.

Note: The programs in this book are written to run on Python 3.

Features:

  • No Starch Press

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Python Programming: An Introduction to Computer Science, 3rd Ed.

Python Programming: An Introduction to Computer Science, 3rd Ed. Lowest new price: $37.49
Lowest used price: $33.74
List price: $45.00
Author: John Zelle
Brand: Ingramcontent

This third edition of John Zelle's Python Programming continues the tradition of updating the text to reflect new technologies while maintaining a time-tested approach to teaching introductory computer science. An important change to this edition is the removal of most uses of eval and the addition of a discussion of its dangers. In our increasingly connected world, it's never too early to begin considering computer security issues. This edition also uses several new graphics examples, developed throughout chapters 4-12. [IMPORTANT NOTICE TO PURCHASERS: Any Kindle edition of this book is an illegal reproduction and is unauthorized by the author and the publisher.]

Features:

  • Python Programming An Introduction to Computer Science

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Learn Windows PowerShell in a Month of Lunches

Learn Windows PowerShell in a Month of Lunches Lowest new price: $23.82
Lowest used price: $28.00
List price: $44.99
Author: Donald W. Jones
Brand: Manning Publications

Summary

Learn Windows PowerShell in a Month of Lunches, Third Edition is an innovative tutorial designed for busy IT professionals. This updated edition covers PowerShell features that run on Windows 7, Windows Server 2008 R2 and later, PowerShell v3 and later, and includes v5 features like PowerShellGet.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

About the Technology

PowerShell is both a scripting language and an administrative shell that lets you control and automate nearly every aspect of Windows. It accepts and executes commands interactively and you can write scripts to manage most Windows servers like Exchange, IIS, and SharePoint, as well as online services like Azure and Office 365.

About the Book

Learn Windows PowerShell in a Month of Lunches, Third Edition is an innovative tutorial designed for busy IT professionals. Just set aside one hour a day - lunchtime would be perfect - for a month, and you'll be automating Windows tasks faster than you ever thought possible. This updated edition covers PowerShell features that run on Windows 7, Windows Server 2008 R2 and later, PowerShell v3 and later, and includes v5 features like PowerShellGet.

What's Inside

  • Learn PowerShell from the beginning, no experience required!
  • Covers PowerShell v3 and up, Windows 7, and Windows Server 2008 R2 and later
  • Each lesson takes you an hour or less

About the Reader

Experience with Windows administration is helpful. No programming or scripting experience needed.

About the Author

Veteran PowerShell MVPs Don Jones and Jeffery Hicks bring years as successful trainers to this concise, easy-to-follow book.

Table of Contents

  1. Before you begin
  2. Meet PowerShell
  3. Using the help system
  4. Running commands
  5. Working with providers
  6. The pipeline: connecting commands
  7. Adding commands
  8. Objects: data by another name
  9. The pipeline, deeper
  10. Formatting - and why it's done on the right
  11. Filtering and comparisons
  12. A practical interlude
  13. Remote control: one-to-one, and one-to-many
  14. Using Windows Management Instrumentation and CIM
  15. Multitasking with background jobs
  16. Working with many objects, one at a time
  17. Security alert!
  18. Variables: a place to store your stuff
  19. Input and output
  20. Sessions: remote control with less work
  21. You call this scripting?
  22. Improving your parameterized script
  23. Advanced remoting configuration
  24. Using regular expressions to parse text files
  25. Additional random tips, tricks, and techniques
  26. Using someone else's script
  27. Never the end
  28. PowerShell cheat sheet

Features:

  • Manning Publications

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Introduction to Computation and Programming Using Python: With Application to Understanding Data (The MIT Press)

Introduction to Computation and Programming Using Python: With Application to Understanding Data (The MIT Press) Lowest new price: $37.89
Lowest used price: $34.98
List price: $45.00
Author: John V. Guttag
Brand: Mit Press

The new edition of an introductory text that teaches students the art of computational problem solving, covering topics ranging from simple algorithms to information visualization.

This book introduces students with little or no prior programming experience to the art of computational problem solving using Python and various Python libraries, including PyLab. It provides students with skills that will enable them to make productive use of computational techniques, including some of the tools and techniques of data science for using computation to model and interpret data. The book is based on an MIT course (which became the most popular course offered through MIT's OpenCourseWare) and was developed for use not only in a conventional classroom but in in a massive open online course (MOOC). This new edition has been updated for Python 3, reorganized to make it easier to use for courses that cover only a subset of the material, and offers additional material including five new chapters.

Students are introduced to Python and the basics of programming in the context of such computational concepts and techniques as exhaustive enumeration, bisection search, and efficient approximation algorithms. Although it covers such traditional topics as computational complexity and simple algorithms, the book focuses on a wide range of topics not found in most introductory texts, including information visualization, simulations to model randomness, computational techniques to understand data, and statistical techniques that inform (and misinform) as well as two related but relatively advanced topics: optimization problems and dynamic programming. This edition offers expanded material on statistics and machine learning and new chapters on Frequentist and Bayesian statistics.

Features:

  • Mit Press

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