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Cracking the Coding Interview: 189 Programming Questions and Solutions

By Gayle Laakmann McDowell

CareerCup
Released: 2015-07-01
Paperback (687 pages)

Cracking the Coding Interview: 189 Programming Questions and Solutions
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Product Description:
I am not a recruiter. I am a software engineer. And as such, I know what it's like to be asked to whip up brilliant algorithms on the spot and then write flawless code on a whiteboard. I've been through this as a candidate and as an interviewer.

Cracking the Coding Interview, 6th Edition is here to help you through this process, teaching you what you need to know and enabling you to perform at your very best. I've coached and interviewed hundreds of software engineers. The result is this book.

Learn how to uncover the hints and hidden details in a question, discover how to break down a problem into manageable chunks, develop techniques to unstick yourself when stuck, learn (or re-learn) core computer science concepts, and practice on 189 interview questions and solutions.

These interview questions are real; they are not pulled out of computer science textbooks. They reflect what's truly being asked at the top companies, so that you can be as prepared as possible. WHAT'S INSIDE?
  • 189 programming interview questions, ranging from the basics to the trickiest algorithm problems.
  • A walk-through of how to derive each solution, so that you can learn how to get there yourself.
  • Hints on how to solve each of the 189 questions, just like what you would get in a real interview.
  • Five proven strategies to tackle algorithm questions, so that you can solve questions you haven't seen.
  • Extensive coverage of essential topics, such as big O time, data structures, and core algorithms.
  • A behind the scenes look at how top companies like Google and Facebook hire developers.
  • Techniques to prepare for and ace the soft side of the interview: behavioral questions.
  • For interviewers and companies: details on what makes a good interview question and hiring process.
Number of Pages:696

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

By Gary Vaynerchuk

HarperBusiness
Released: 2018-01-30
Hardcover (288 pages)

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

New Power: How Power Works in Our Hyperconnected World--and How to Make It Work for You

By Jeremy Heimans

Doubleday
Released: 2018-04-03
Hardcover (336 pages)

New Power: How Power Works in Our Hyperconnected World--and How to Make It Work for You
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The definitive guide to spreading ideas, building movements, and leaping ahead in our chaotic, connected age. Get the book New York Times columnist David Brooks calls "the best window I’ve seen into this new world."

Why do some leap ahead while others fall behind in our chaotic, connected age? In New Power, Jeremy Heimans and Henry Timms confront the biggest stories of our time--the rise of mega-platforms like Facebook and Uber; the out-of-nowhere victories of Obama and Trump; the unexpected emergence of movements like #MeToo--and reveal what's really behind them: the rise of "new power."
     For most of human history, the rules of power were clear: power was something to be seized and then jealously guarded. This "old power" was out of reach for the vast majority of people. But our ubiquitous connectivity makes possible a different kind of power. "New power" is made by many. It is open, participatory, and peer-driven. It works like a current, not a currency--and it is most forceful when it surges. The battle between old and new power is determining who governs us, how we work, and even how we think and feel.
     New Power shines fresh light on the cultural phenomena of our day, from #BlackLivesMatter to the Ice Bucket Challenge to Airbnb, uncovering the new power forces that made them huge. Drawing on examples from business, activism, and pop culture, as well as the study of organizations like Lego, NASA, Reddit, and TED, Heimans and Timms explain how to build new power and channel it successfully. They also explore the dark side of these forces: the way ISIS has co-opted new power to monstrous ends, and the rise of the alt-right's "intensity machine."
     In an era increasingly shaped by new power, this groundbreaking book offers us a new way to understand the world--and our role in it.

Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

By Aurélien Géron

O'Reilly Media
Released: 2017-04-09
Paperback (572 pages)

Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
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  • O Reilly Media
Product Description:

Graphics in this book are printed in black and white.

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.

By using concrete examples, minimal theory, and two production-ready Python frameworks—scikit-learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you’ve learned, all you need is programming experience to get started.

  • Explore the machine learning landscape, particularly neural nets
  • Use scikit-learn to track an example machine-learning project end-to-end
  • Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods
  • Use the TensorFlow library to build and train neural nets
  • Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning
  • Learn techniques for training and scaling deep neural nets
  • Apply practical code examples without acquiring excessive machine learning theory or algorithm details

CompTIA A+ Certification All-in-One Exam Guide, Ninth Edition (Exams 220-901 & 220-902)

By Mike Meyers

Meyers Mike
Hardcover (1473 pages)

CompTIA A+ Certification All-in-One Exam Guide, Ninth Edition (Exams 220-901 & 220-902)
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  • Comptia A Certification All In One Exam Guide Exams 220 901 220 902
Product Description:

This bestselling on-the-job reference and test preparation guide has been fully revised for the new 2015 CompTIA A+ exam objectives for exams 901 & 902

Written by the leading authority on CompTIA A+ certification and training, this self-study book and CD has been thoroughly updated to cover 100% of the exam objectives on the 2015 CompTIA A+ exams. New topics include managing and maintaining cellular devices, including tablets; configuring operating systems, including Windows 8, Android, and iOS; and enhanced, mobile-centered security and troubleshooting procedures. The All-in-One Exam Guide enables you to take the test with complete confidence. It also serves as a practical reference for IT support and technical personnel.

Electronic content includes:

  • Practice exams download for both exam 901 and 902 with hundreds of accurate practice exam questions
  • More than an hour of online video training featuring Mike Meyers
  • Online performance-based simulations that prepare you for the performance-based exam questions
  • A link to Mike's favorite PC tools
  • A PDF copy of the book

Key Features:

  • Written with the “in the trenches” voice and clarity Mike Meyers is known for
  • Features pre-assessment tests, exam tips, and “Try This!” sections to reinforce difficult topics
  • Includes a coupon for 10% off of the exam fee, a $37 value

Python Crash Course: A Hands-On, Project-Based Introduction to Programming

By Eric Matthes

No Starch Press
Released: 2015-11-01
Paperback (560 pages)

Python Crash Course: A Hands-On, Project-Based Introduction to Programming
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  • No Starch Press
Product Description:
Python Crash Course is a fast-paced, thorough introduction to Python that will have you writing programs, solving problems, and making things that work in no time.

In the first half of the book, you’ll learn about basic programming concepts, such as lists, dictionaries, classes, and loops, and practice writing clean and readable code with exercises for each topic. You’ll also learn how to make your programs interactive and how to test your code safely before adding it to a project. In the second half of the book, you’ll put your new knowledge into practice with three substantial projects: a Space Invaders–inspired arcade game, data visualizations with Python’s super-handy libraries, and a simple web app you can deploy online.

As you work through Python Crash Course you’ll learn how to:
–Use powerful Python libraries and tools, including matplotlib, NumPy, and Pygal
–Make 2D games that respond to keypresses and mouse clicks, and that grow more difficult as the game progresses
–Work with data to generate interactive visualizations
–Create and customize Web apps and deploy them safely online
–Deal with mistakes and errors so you can solve your own programming problems


If you’ve been thinking seriously about digging into programming, Python Crash Course will get you up to speed and have you writing real programs fast. Why wait any longer? Start your engines and code!

Uses Python 2 and 3

CompTIA Security+ Get Certified Get Ahead: SY0-501 Study Guide

By Darril Gibson

YCDA, LLC
Paperback (608 pages)

CompTIA Security+ Get Certified Get Ahead: SY0-501 Study Guide
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Pass the First Time.

The CompTIA Security+ Get Certified Get Ahead SY0-501 Study Guide is an update to the top-selling SY0-201, SY0-301, and SY0-401 study guides, which have helped thousands of readers pass the exam the first time they took it.

It covers all of the SY0-501 objectives and includes the same elements readers raved about in the previous two versions. Each of the eleven chapters presents topics in an easy to understand manner and includes real-world examples of security principles in action. The author uses many of the same analogies and explanations he’s honed in the classroom that have helped hundreds of students master the Security+ content.

You’ll understand the important and relevant security topics for the Security+ exam, without being overloaded with unnecessary details. Additionally, each chapter includes a comprehensive review section to help you focus on what’s important.

Over 300 realistic practice test questions with in-depth explanations will help you test your comprehension and readiness for the exam. The book includes a 75 question pre-test, a 75 question post-test, and practice test questions at the end of every chapter. Each practice test question includes a detailed explanation to help you understand the content and the reasoning behind the question. You'll also have access to free online resources including labs and additional practice test questions. Using all of these resources, you’ll be ready to take and pass the exam the first time you take it.

If you plan to pursue any of the advanced security certifications, this guide will also help you lay a solid foundation of security knowledge. Learn this material, and you’ll be a step ahead for other exams. This SY0-501 study guide is for any IT or security professional interested in advancing in their field, and a must read for anyone striving to master the basics of IT systems security.

The author supplements the book with blog posts here: http://blogs.getcertifiedgetahead.com/.

This page provides a full listing of mobile device apps from the author: http://learnzapp.com/partners/darrilgibson/.

Excel 2016 All-in-One For Dummies

By Greg Harvey

Wiley
Released: 2015-11-06
Paperback (816 pages)

Excel 2016 All-in-One For Dummies
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  • Wiley
Product Description:
Your one-stop guide to all things Excel 2016

Excel 2016 All-in-One For Dummies, the most comprehensive Excel reference on the market, is completely updated to reflect Microsoft's changes in the popular spreadsheet tool. It offers you everything you need to grasp basic Excel functions, such as creating and editing worksheets, setting up formulas, importing data, performing statistical functions, editing macros with Visual Basic—and beyond. In no time, your Excel skills will go from 'meh' to excellent.

Written by expert Greg Harvey, who has sold more than 4.5 million copies of his previous books combined and has taught and trained extensively in Microsoft Excel, this all-encompassing guide offers everything you need to get started with Excel. From generating pivot tables and performing financial functions to performing error trapping and building and running macros—and everything in between—this hands-on, friendly guide makes working with Excel easier than ever before.

  • Serves as the ideal reference for solving common questions and Excel pain points quickly and easily
  • Helps to increase productivity and efficiency when working in Excel
  • Fully updated for the new version of Excel
  • Covers basic and more advanced Excel topics

If working in Excel occasionally makes you want to scream, this will be the dog-eared, dust-free reference you'll turn to again and again.

Barron's AP Computer Science A, 8th Edition: with Bonus Online Tests

By Roselyn Teukolsky M.S.

Barron s Educational Series Inc U S
Paperback (528 pages)

Barron s AP Computer Science A, 8th Edition: with Bonus Online Tests
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  • Barron s Educational Series Inc U S
Product Description:
This best-selling guide from Barron's offers practical, proven test-taking strategies and preparation for the Advanced Placement test. This updated manual presents computer science test takers with:
  • Three AP practice tests for the AP Computer Science A test, including a diagnostic test
  • Charts detailing the scoring suggestions for each free-response question
  • Answers and explanations for every test question

A subject review includes static variables, the List interface, enhanced for loops, the import statement, many questions on 2-dimensional arrays, and a detailed analysis of the binary search algorithm. The book reflects the fact that the ClassCastException and downcasting have been removed from the AP Java subset. The practice exams reflect the new free-response style used on recent AP exams.

BONUS ONLINE PRACTICE TESTS: Students who purchase this book will also get FREE access to three additional full-length online AP Computer Science A tests with all questions answered and explained. These online exams can be easily accessed by smartphone, tablet, or computer.

Deep Learning (Adaptive Computation and Machine Learning series)

By Ian Goodfellow & Aaron Courville

The MIT Press
Hardcover (775 pages)

Deep Learning (Adaptive Computation and Machine Learning series)
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  • The MIT Press
Product Description:

An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.

"Written by three experts in the field, Deep Learning is the only comprehensive book on the subject."
―Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX

Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.

The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models.

Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.




 
 



   

 
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