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  1. #18291
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    Mathematics for Machine Learning
    pdf | 15.58 MB | English | Isbn:‎ 978-1108455145 | Author: Marc Peter Deisenroth, A. Aldo Faisal, Cheng Soon Ong | Year: 1920


    Description:

    The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site.
    Category:Computer Vision & Pattern Recognition, Computer Science


  2. #18292
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    Railway Transportation Systems - Design, Construction and Operation
    pdf | 14.92 MB | English | Isbn:‎ B01C5K15ZQ | Author: Christos N. Pyrgidis | Year: 2016


    Description:

    Incorporates More Than 25 Years of Research and Experience

    Railway Transportation Systems: Design, Construction and Operation presents a comprehensive overview of railway passenger and freight transport systems, from design through to construction and operation. It covers the range of railway passenger systems, from conventional and high speed inter-urban systems through to suburban, regional and urban ones. Moreover, it thoroughly covers freight railway systems transporting conventional loads, heavy loads and dangerous goods. For each system it provides a definition, a brief overview of its evolution and examples of good practice, the main design, construction and operational characteristics, the preconditions for its selection, and the steps required to check the feasibility of its implementation.

    Developed for Engineers, Designers, and Operators of Railway Systems

    The book also provides a general overview of issues related to safety, interface with the environment, cutting-edge technologies, and finally the techniques that govern the stability and guidance of railway vehicles on track.
    [*]Contains information on the three main constituents of all railway systems: railway infrastructure, rolling stock, railway operations[*]Provides a methodology for testing the applicability of the implementation of railway systems[*]Offers an overview of issues related to the safety of railway systems in general[*]Describes their interfaces with the environment, the cutting-edge technologies that are already in place as well as those that are under research, and the techniques that govern the stability and guidance of railway vehicles on track

    Railway Transportation Systems: Design, Construction and Operation suits students, and also those in the industry ‒ engineers, consultants, manufacturers, transport company executives ‒ who need some breadth of knowledge to guide them over the course of their careers.
    Category:Home Design Buildings & Construction, Environmental Pollution Engineering, Transportation Engineering


  3. #18293
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    Leveraging Drupal
    pdf | 14.25 MB | English | Isbn:‎ 978-0470410875 | Author: Victor Kane | Year: 2009


    Description:

    This book is a step-by-step guide and a hands-on co-piloted experience for those trying to make Drupal powered websites work for them, and for their clients. Much more than a "tutorial", what is needed is a nuts-and-bolts living mentor and guide which really shows the reader how to do the things really required for bringing it all together in a site which works. This will be the only book covering all the difficult components of Drupal: views, panels, themes, content creation, etc. The book will cover:
    * How to upgrade your hopelessly outdated and obsolete-software dependent site and bring it into the Drupal mainstream and future
    * How to become a great Drupal themer and make "non-Drupal" looking sites
    * How to really customize Drupal for your real needs
    * How to start using best practices in Drupal web application development
    * How to work like the pro Drupal shops and be ready for big projects - and small ones
    * Learn by example (code samples, theme samples, videos) at every step
    Category:Web Design, Computer Science


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    Gastric Bypass Cookbook - Quick and Easy; Essential Healthy Recipe Guideline for Gastric
    pdf | 13.33 MB | English | Isbn:‎ B074P78WQ1 | Author: Berry, Grace | Year: 2017


    Description:

    Give Your Body What It Needs After Gastric Bypass Surgery!

    ★★Buy the paperback version of this book, and get the kindle ebook version included for FREE!★★

    Making a choice to undergo a gastric bypass operation is a big step, and while the surgery may be scary on its own, the hard part comes after you get back on regular food
    If you return to your old eating habits, you run the risk of causing yourself pain and gaining more weight. So you need to learn what you can eat. This book is here to give you that ability

    Throughout this book, you will discover many recipes that are perfect options for people who have undergone gastric bypass surgery and will be loved by the entire family. You won't have to get bored with you meal options. You will find:
    [*]Breakfast[*]Main dishes[*]Snacks[*]Desserts[*]And much more!

    There's no need to feel hungry all the time, and you don't have to eat the same foods every single day. Get this book, and never have to worry about what you're going to eat!

    It's quick and easy to order - just scroll up and click the BUY NOW WITH ONE CLICK button on the right-hand side of your screen.
    Category:Bariatrics, Low Fat Cooking, Cookbooks, Food & Wine


  5. #18295
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    Learning Core Audio
    pdf | 10.21 MB | English | Isbn:‎ 0321636848 | Author: Chris Adamson; Kevin Avila | Year: 2012


    Description:

    Audio can affect the human brain in the most powerful and profound ways. Using Apple's Core Audio, you can leverage all that power in your own Mac and iOS software, implementing features ranging from audio capture to real-time effects, MP3 playback to virtual instruments, web radio to VoIP support. The most sophisticated audio programming system ever created, Core Audio is not simple. In Learning Core Audio, top Mac programming author Chris Adamson and legendary Core Audio expert Kevin Avila fully explain this challenging framework, enabling experienced Mac or iOS programmers to make the most of it. In plain language, Adamson and Avila explain what Core Audio can do, how it works, and how it builds on the natural phenomena of sound and the human language of audio. Next, using crystal-clear code examples, they guide you through recording, playback, format conversion, Audio Units, 3D audio MIDI connectivity, and overcoming unique challenges of Core Audio programming for iOS. Coverage includes: mastering Core Audio's surprising style and conventions; recording and playback with Audio Queue; synthesizing audio; perform effects on audio streams; capturing from the mic; mixing multiple streams; managing file streams; converting formats; creating 3D positional audio; using Core MIDI on the Mac; leveraging your Cocoa and Objective-C expertise in Core Audio's C-based environment, and much more. When you've mastered the "black arts" of Core Audio, you can do some serious magic. This book will transform you from an acolyte into a true Core Audio wizard.
    Category:Apple Developing & Programming, Digital Audio Editing, Apple Programming


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    Metal Forming - Formability, Simulation, and Tool Design
    pdf | 11.5 MB | English | Isbn:‎ B08WK8L55L | Author: Chris V. Nielsen | Year: 2021


    Description:

    Metal Forming: Formability, Simulation, and Tool Design focuses on metal formability, finite element modeling, and tool design, providing readers with an integrated overview of the theory, experimentation and practice of metal forming. The book includes formability and finite element topics, including insights on plastic instability, necking, nucleation and coalescence of voids. Chapters discuss the finite element method, including its accuracy, reliability and validity and finite element flow formulation, helping readers understand finite element formulations, iterative solution methods, friction and contact between objects, and other factors. The book's final sections discuss tool design for cold, warm and hot forming processes.
    Examples of tools, design guidelines, and information related to tool materials, lubricants, finishes, and tool failure are included as well.
    [*]Provides fundamental, integrated knowledge on metal formability, finite element topics and tool design[*]Outlines user perspectives on accuracy, reliability and validity of finite element modeling[*]Discusses examples of tools, their design guidelines, tool lubricants, and tool failure[*]Considers the role played by stress triaxiality and shear and introduces uncoupled ductile damage criteria[*]Includes applications, worked examples and detailed techniques

  7. #18297
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    For Dummies John Paul Mueller Luca Massaron Artificial Intelligence for Dummies Wiley 2018
    pdf | 10.4 MB | English | Isbn:‎ B07BK2YZ69 | Author: John Paul Mueller | Year: 2018


    Description:

    Step into the future with AI
    The term "Artificial Intelligence" has been around since the 1950s, but a lot has changed since then. Today, AI is referenced in the news, books, movies, and TV shows, and the exact definition is often misinterpreted. Artificial Intelligence For Dummies provides a clear introduction to AI and how it's being used today.
    Inside, you'll get a clear overview of the technology, the common misconceptions surrounding it, and a fascinating look at its applications in everything from self-driving cars and drones to its contributions in the medical field.
    [*]Learn about what AI has contributed to society[*]Explore uses for AI in computer applications[*]Discover the limits of what AI can do[*]Find out about the history of AI

    The world of AI is fascinating-and this hands-on guide makes it more accessible than ever!
    Category:Expert Systems, Pattern Recognition, Artificial Intelligence Expert Systems


  8. #18298
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    For Dummies Joseph Steinberg Cybersecurity For Dummies Wiley 2019
    pdf | 11 MB | English | Isbn:‎ B07YM4B3R9 | Author: Joseph Steinberg | Year: 2019


    Description:

    Protect your business and family against cyber attacks
    Cybersecurity is the protection against the unauthorized or criminal use of electronic data and the practice of ensuring the integrity, confidentiality, and availability of information. Being "cyber-secure" means that a person or organization has both protected itself against attacks by cyber criminals and other online scoundrels, and ensured that it has the ability to recover if it is attacked.
    If keeping your business or your family safe from cybersecurity threats is on your to-do list, Cybersecurity For Dummies will introduce you to the basics of becoming cyber-secure! You'll learn what threats exist, and how to identify, protect against, detect, and respond to these threats, as well as how to recover if you have been breached!
    [*]The who and why of cybersecurity threats[*]Basic cybersecurity concepts[*]What to do to be cyber-secure[*]Cybersecurity careers[*]What to think about to stay cybersecure in the future

    Now is the time to identify vulnerabilities that may make you a victim of cyber-crime - and to defend yourself before it is too late.
    Category:Online Safety & Piracy, Encryption, Certification, Training & Reference


  9. #18299
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    Programming Visual Basic 2008
    pdf | 10.4 MB | English | Isbn:‎ 978-1337102124 | Author: Diane Zak | Year: 2017


    Description:

    Learn to master the fundamentals of effective programming as you work through Visual Basic 2017�s latest features with the wealth of hands-on applications in this book's engaging real-world setting. PROGRAMMING WITH MICROSOFT VISUAL BASIC 2017, 8E by best-selling technology author Diane Zak offers you an ideal introduction to programming with a dynamic visual presentation, step-by-step tutorials, and strategically placed activity boxes. New hands-on applications, timely examples, and practical exercises address a variety of learning preferences. Even if you have no prior programming experience, you will learn how to effectively plan and create interactive Visual Basic 2017 applications. To ensure your success, this edition is available with MindTap, the digital learning solution that powers students from memorization to mastery. It gives you complete control of your course�to provide engaging content, to challenge every individual, and to build their programming confidence. Empower students to accelerate their progress with MindTap with an interactive eBook, auto-graded quizzing, study tools, and helpful videos created and narrated by the author.
    Category:Visual Basic Programming, Microsoft Access Database Guides, Computer Programming Structured Design


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    Sams Teach Yourself TCP IP in 24 Hours 4th Edition
    pdf | 10.27 MB | English | Isbn:‎ B004V9OBCO | Author: Joe Casad | Year: 2008


    Description:

    In just 24 lessons of one hour or less, you will uncover the inner workings of TCP/IP. Using a straightforward, step-by-step approach, each lesson builds on the previous ones, enabling you to learn the essentials of TCP/IP from the ground up.

    Practical discussions provide an inside look at TCP/IP components and protocols.
    Step-by-step instructions walk you through many common tasks.
    Q&As at the end of each hour help you test your knowledge.
    Notes and tips point out shortcuts and solutions and help you steer clear of potential problems.

    If you're looking for a smart, concise introduction to the protocols that power the Internet, start your clock and look inside. Sams Teach Yourself TCP/IP in 24 Hours is your guide to the secrets of TCP/IP.

    Learn about...
    [*]Protocols at each layer of the TCP/IP stack[*]Routers and gateways[*]IP addressing[*]Subnetting TCP/IP networks[*]Name resolution techniques[*]TCP/IP utilities such as ping and traceroute[*]TCP/IP over wireless networks[*]IP version 6[*]The World Wide Web and how it works[*]TCP/IP mail protocols such as POP3, IMAP4, and SMTP[*]Casting, streaming, and automation[*]Web services[*]Detecting and stopping network attacks

    Part I: TCP/IP Basics
    Hour 1 What Is TCP/IP? 7
    Hour 2 How TCP/IP Works 21
    Part II: The TCP/IP Protocol System
    Hour 3 The Network Access Layer 35
    Hour 4 The Internet Layer 47
    Hour 5 Subnetting and CIDR 69
    Hour 6 The Transport Layer 83
    Hour 7 The Application Layer 107
    Part III: Networking with TCP/IP
    Hour 8 Routing 121
    Hour 9 Getting Connected 143
    Hour 10 Firewalls 175
    Hour 11 Name Resolution 185
    Hour 12 Automatic Configuration 215
    Hour 13 IPv6--The Next Generation 229
    Part IV: TCP/IP Utilities
    Hour 14 TCP/IP Utilities 243
    Hour 15 Monitoring and Remote Access 275
    Part V: TCP/IP and the Internet
    Hour 16 The Internet: A Closer Look 297
    Hour 17 HTTP, HTML, and the World Wide Web 305
    Hour 18 Email 321
    Hour 19 Streaming and Casting 339
    Part VI: Advanced Topics
    Hour 20 Web Services 353
    Hour 21 The New Web 363
    Hour 22 Network Intrusion 375
    Hour 23 TCP/IP Security 391
    Hour 24 Implementing a TCP/IP Network--Seven Days in the Life of a Sys Admin 413
    Index
    Category:Intranets & Extranets, Computer Networks, Protocols & APIs, Protocols & APIs


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