Technology Stack A Complete Guide 2019 Edition

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SQL Server 2019 Administrator's Guide

Author : Marek Chmel
Publisher : Packt Publishing Ltd
ISBN 13 : 1789950333
Total Pages : 522 pages
Book Rating : 4.7/5 (899 download)

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Book Synopsis SQL Server 2019 Administrator's Guide by : Marek Chmel

Download or read book SQL Server 2019 Administrator's Guide written by Marek Chmel and published by Packt Publishing Ltd. This book was released on 2020-09-11 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use Microsoft SQL Server 2019 to implement, administer, and secure a robust database solution that is disaster-proof and highly available Key FeaturesExplore new features of SQL Server 2019 to set up, administer, and maintain your database solution successfullyDevelop a dynamic SQL Server environment and streamline big data pipelinesDiscover best practices for fixing performance issues, database access management, replication, and securityBook Description SQL Server is one of the most popular relational database management systems developed by Microsoft. This second edition of the SQL Server Administrator's Guide will not only teach you how to administer an enterprise database, but also help you become proficient at managing and keeping the database available, secure, and stable. You’ll start by learning how to set up your SQL Server and configure new and existing environments for optimal use. The book then takes you through designing aspects and delves into performance tuning by showing you how to use indexes effectively. You’ll understand certain choices that need to be made about backups, implement security policy, and discover how to keep your environment healthy. Tools available for monitoring and managing a SQL Server database, including automating health reviews, performance checks, and much more, will also be discussed in detail. As you advance, the book covers essential topics such as migration, upgrading, and consolidation, along with the techniques that will help you when things go wrong. Once you’ve got to grips with integration with Azure and streamlining big data pipelines, you’ll learn best practices from industry experts for maintaining a highly reliable database solution. Whether you are an administrator or are looking to get started with database administration, this SQL Server book will help you develop the skills you need to successfully create, design, and deploy database solutions. What you will learnDiscover SQL Server 2019’s new features and how to implement themFix performance issues by optimizing queries and making use of indexesDesign and use an optimal database management strategyCombine SQL Server 2019 with Azure and manage your solution using various automation techniquesImplement efficient backup and recovery techniques in line with security policiesGet to grips with migrating, upgrading, and consolidating with SQL ServerSet up an AlwaysOn-enabled stable and fast SQL Server 2019 environmentUnderstand how to work with Big Data on SQL Server environmentsWho this book is for This book is for database administrators, database developers, and anyone who wants to administer large and multiple databases single-handedly using Microsoft's SQL Server 2019. Basic awareness of database concepts and experience with previous SQL Server versions is required.

The Full Stack Developer

Author : Chris Northwood
Publisher : Apress
ISBN 13 : 1484241525
Total Pages : 354 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis The Full Stack Developer by : Chris Northwood

Download or read book The Full Stack Developer written by Chris Northwood and published by Apress. This book was released on 2018-11-19 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understand the technical foundations, as well as the non-programming skills needed to be a successful full stack web developer. This book reveals the reasons why a truly successful full stack developer does more than write code. You will learn the principles of the topics needed to help a developer new to agile or full stack working—UX, project management, QA, product management, and more— all from the point of view of a developer. Covering these skills alongside the fundamentals and foundations of modern web development, rather than specifics of current technologies and frameworks (which can age quickly), all programming examples are given in the context of the web as it is in 2018. Although you need to feel comfortable working on code at the system, database, API, middleware or user interface level, depending on the task in hand, you also need to be able to deal with the big picture and the little details. The Full Stack Developer recognizes skills beyond the technical, and gives foundational knowledge of the wide set of skills needed in a modern software development team. What You'll Learn Plan your work including Agile vs Waterfall, tools, scrum, kanban and continuous delivery Translate UX into code: grids, component libraries and style guides Design systems and system architectures (microservices to monoliths) Review patterns for APIs (SOAP, AJAX, REST), defining API domains, patterns for REST APIs and more API goodnessStudy the various front-end design patterns you need to know Store data, what to consider for security, deployment, in production and more Who This Book Is For New graduates or junior developers who are transitioning to working as part of a larger team structure in a multi-disciplinary teams and developers previously focused on only front-end or back-end dev transitioning into full stack.

Agile Data Science 2.0

Author : Russell Jurney
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491960086
Total Pages : 351 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Agile Data Science 2.0 by : Russell Jurney

Download or read book Agile Data Science 2.0 written by Russell Jurney and published by "O'Reilly Media, Inc.". This book was released on 2017-06-07 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data science teams looking to turn research into useful analytics applications require not only the right tools, but also the right approach if they’re to succeed. With the revised second edition of this hands-on guide, up-and-coming data scientists will learn how to use the Agile Data Science development methodology to build data applications with Python, Apache Spark, Kafka, and other tools. Author Russell Jurney demonstrates how to compose a data platform for building, deploying, and refining analytics applications with Apache Kafka, MongoDB, ElasticSearch, d3.js, scikit-learn, and Apache Airflow. You’ll learn an iterative approach that lets you quickly change the kind of analysis you’re doing, depending on what the data is telling you. Publish data science work as a web application, and affect meaningful change in your organization. Build value from your data in a series of agile sprints, using the data-value pyramid Extract features for statistical models from a single dataset Visualize data with charts, and expose different aspects through interactive reports Use historical data to predict the future via classification and regression Translate predictions into actions Get feedback from users after each sprint to keep your project on track

Code Complete

Author : Steve McConnell
Publisher : Pearson Education
ISBN 13 : 0735636974
Total Pages : 952 pages
Book Rating : 4.7/5 (356 download)

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Book Synopsis Code Complete by : Steve McConnell

Download or read book Code Complete written by Steve McConnell and published by Pearson Education. This book was released on 2004-06-09 with total page 952 pages. Available in PDF, EPUB and Kindle. Book excerpt: Widely considered one of the best practical guides to programming, Steve McConnell’s original CODE COMPLETE has been helping developers write better software for more than a decade. Now this classic book has been fully updated and revised with leading-edge practices—and hundreds of new code samples—illustrating the art and science of software construction. Capturing the body of knowledge available from research, academia, and everyday commercial practice, McConnell synthesizes the most effective techniques and must-know principles into clear, pragmatic guidance. No matter what your experience level, development environment, or project size, this book will inform and stimulate your thinking—and help you build the highest quality code. Discover the timeless techniques and strategies that help you: Design for minimum complexity and maximum creativity Reap the benefits of collaborative development Apply defensive programming techniques to reduce and flush out errors Exploit opportunities to refactor—or evolve—code, and do it safely Use construction practices that are right-weight for your project Debug problems quickly and effectively Resolve critical construction issues early and correctly Build quality into the beginning, middle, and end of your project

Enterprise Interoperability IX

Author : Bernard Archimède
Publisher : Springer Nature
ISBN 13 : 3030903877
Total Pages : 303 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Enterprise Interoperability IX by : Bernard Archimède

Download or read book Enterprise Interoperability IX written by Bernard Archimède and published by Springer Nature. This book was released on 2023-02-18 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers the proceedings of the I-ESA’20 Conference, which was organised by the National Engineering School of Tarbes (ENIT), on behalf of the European Virtual Laboratory, for Enterprise Interoperability (INTEROP-VLab) and the Pole Grand Sud-Ouest (PGSO) and was held virtually in Tarbes, France, in November 2020. It presents contributions ranging from academic research and case studies to industrial and administrative experiences with interoperability. These contributions show how, in a globalised market scenario—where the ability to cooperate with other organisations efficiently is essential in order to remain economically, socially and environmentally cost-effective—the most innovative digitised and networked enterprises ensure that their systems and applications can interoperate across heterogeneous collaborative networks of independent organisations. The focus of this edition of the conference is on interoperability in the era of artificial intelligence and so particular attention is paid to Industry 4.0 and the Internet of Things. The content also addresses smart services and the business impact of enterprise interoperability on organisations. Many of the papers in this tenth volume of the I-ESA Conference proceedings include examples and illustrations to help deepen readers’ understanding and generate new ideas. Offering a detailed guide to the state of the art in systems interoperability, the book will be of great value to all engineers and computer scientists working in manufacturing and other process industries, and to software engineers and electronic and manufacturing engineers working in academic settings.

COMPUTER NETWORKING THE COMPLETE GUIDE

Author : Erick Stack
Publisher :
ISBN 13 : 9781801117838
Total Pages : 140 pages
Book Rating : 4.1/5 (178 download)

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Book Synopsis COMPUTER NETWORKING THE COMPLETE GUIDE by : Erick Stack

Download or read book COMPUTER NETWORKING THE COMPLETE GUIDE written by Erick Stack and published by . This book was released on 2020-11-11 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: Are you looking for a complete guide to better manage a computer network? Here is the book for you! Computer network was created to connect individual computers to form a more powerful computing environment. In short, to increase productivity. From the age of batch processing to the age of computer networks, there is no doubt that this is the case that computer networks are intended to. Now, however, there seems to be a subtle shift in technology. One of the primary purposes of modern computer networks can be said to be to connect people. People around the world can connect, communicate and exchange ideas via the Internet. This, however, was not possible in the early days of computer networks. This human-to-human computer network has gradually brought about great changes in people's daily life, school education, Scientific Research, and company development. The wide areas of applications of wireless networks in modern times are an indication of what the technology will offer in the future. At the moment, wireless networks have simplified a lot of human activities such as communication, business transactions, and other activities. However, the future is brighter than most people can imagine. The modern wireless network will be child's play compared to what the future promises. Let's consider some of the major future development of wireless networks and the potential huge impact they will have on the users. In the wireless industry, there are top wireless carriers such as AT & T, Verizon, Sprint, and T-Mobile. These carriers have significantly contributed to the growth of this sector by churning out high-performance communication technologies and devices that have proved invaluable to the growth and general acceptance of wireless communication. There are different types of wireless communication, such as satellite communication, IR wireless communication, microwave radio, and broadcast radio. This guide will cover the following topics: Virtual Private Networks (VPNs) Virtualization & Cloud Computing Connection-Oriented and Connectionless-Oriented Managing and Troubleshooting the Network Networking Macs and PCs Unified Communications and Virtualization Future protocols Switching The OSI and TCP/IP models The IP addresses and subnets Patch Panel or RJ45 Plugs Patch Panel Cabinet or Wall mounted Scanning the Network Wardriving and the Wireless Pirates... AND MORE! Buy this book NOW, you will acquire high and important information about computer networking!!!

The Self-Taught Programmer

Author : Cory Althoff
Publisher : Robinson
ISBN 13 : 9781472147103
Total Pages : 368 pages
Book Rating : 4.1/5 (471 download)

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Book Synopsis The Self-Taught Programmer by : Cory Althoff

Download or read book The Self-Taught Programmer written by Cory Althoff and published by Robinson. This book was released on 2022-01-13 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Pro MERN Stack

Author : Vasan Subramanian
Publisher : Apress
ISBN 13 : 1484243919
Total Pages : 552 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Pro MERN Stack by : Vasan Subramanian

Download or read book Pro MERN Stack written by Vasan Subramanian and published by Apress. This book was released on 2019-05-11 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: Assemble the complete stack required to build a modern web app using MongoDB, Express, React, and Node. This book also covers many other complementary tools: React Router, GraphQL, React-Bootstrap, Babel, and Webpack. This new edition will use the latest version of React (React 16) and the latest React Router (React Router 4), which has a significantly different approach to routing compared to React Router 2 which was used in the first edition of the book. Though the primary focus of Pro MERN Stack is to equip you with all that is required to build a full-fledged web application, a large portion of the book will be devoted to React 16. The popular MEAN (MongoDB, Express, AngularJS, Node) stack introduced Single Page Apps (SPAs) and front-end Model-View-Controller (MVC) as new and efficient paradigms. Facebook's React is a technology that competes indirectly with AngularJS. It is not a full-fledged MVC framework. It is a JavaScript library for building user interfaces (in some sense the View part). Yet, it is possible to build a web app by replacing AngularJS with React – hence the term MERN stack What You Will LearnDiscover the features of React 16 to get the maximum out of this library Gain the basics of MongoDB, Express, and Node to build a web app Work with other libraries complementary to React, including React-Bootstrap, React Router, and GraphQL Use tools such as Babel and Webpack required to build JavaScript-based SPAs Tie all the components together to build a complete web app. Who This Book Is For Developers and architects who have prior experience in any web app stack other than the MERN stack will find the book useful to learn about this modern stack. Prior knowledge of JavaScript, HTML, and CSS is required.

Technologies and Innovation

Author : Rafael Valencia-García
Publisher : Springer Nature
ISBN 13 : 3031456823
Total Pages : 299 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Technologies and Innovation by : Rafael Valencia-García

Download or read book Technologies and Innovation written by Rafael Valencia-García and published by Springer Nature. This book was released on with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt:

THE DEFINITIVE GUIDE TO B2B DIGITAL TRANSFORMATION

Author : Fred Geyer
Publisher : Frederick Geyer
ISBN 13 : 1734296925
Total Pages : 291 pages
Book Rating : 4.7/5 (342 download)

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Book Synopsis THE DEFINITIVE GUIDE TO B2B DIGITAL TRANSFORMATION by : Fred Geyer

Download or read book THE DEFINITIVE GUIDE TO B2B DIGITAL TRANSFORMATION written by Fred Geyer and published by Frederick Geyer. This book was released on 2020-05-26 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book guides B2B leaders along a step by step path to uncommon growth through three transformative shifts: The Digital Selling Shift to digital demand generation, The Digital Customer Experience Makeover to digital customer engagement, The Digital Proposition Pivot to data-powered, digital solutions. The Definitive Guide is informed by the work of Fred Geyer at Prophet, a leading digital transformation consultancy, and Joerg Niessing at INSEAD, a global standard-bearer for business education. Rich case studies from Maersk, Michelin, Adobe, and Air Liquide with best practices from IBM, Salesforce.com, Thyssenkrupp, and scores of leading B2B companies illustrate how putting customers at the heart of digital transformation drives uncommon growth. Fred and Joerg map the route from customer insight to in-market implementation for each transformational shift in four steps: Where to Play - Identify top customer growth opportunities, How to Win - Build the strategy to win customer preference, What to Do - Effectively deliver the strategy, Who is Needed - Assemble the team to make it happen. The two biggest barriers to successful digital transformation, effectively using customer data and enabling employees, are addressed by outlining a clear path to navigate forward based on best practices from other leading companies. The guide has won rave reviews from B2B leaders: "This book illuminates the secret sauce of digital transformation in the B2B space" – David Aaker, renowned brand strategist and bestselling author. "A thought-provoking exploration of three crucial transformational shifts for B2B companies" – Vincent Clerc, CEO, Maersk Ocean & Logistics "This is a great guide to applying best practices to the formidable challenge of digital transformation in complex markets and supply chains." – Dr. Lars Brzoska, Chairman of the Board of Management, Jungheinrich AG. "By providing case examples and step by step assistance in determining where to play, how to win, what to do and who to win, this book fulfilled my need for inspiring and pragmatic transformation guidance" – Lindy Hood, Chief Customer Experience Officer, Zurich Financial North America

Asterisk: The Definitive Guide

Author : Jim Van Meggelen
Publisher : O'Reilly Media
ISBN 13 : 1492031577
Total Pages : 415 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Asterisk: The Definitive Guide by : Jim Van Meggelen

Download or read book Asterisk: The Definitive Guide written by Jim Van Meggelen and published by O'Reilly Media. This book was released on 2019-06-24 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design a complete Voice over IP (VoIP) or traditional PBX system with Asterisk, even if you have only basic telecommunications knowledge. This bestselling guide makes it easy with a detailed roadmap that shows you how to install and configure this open source software, whether you’re upgrading your existing phone system or starting from scratch. Ideal for Linux administrators, developers, and power users, this updated fifth edition shows you how to set up VoIP-based private telephone switching systems within the enterprise. You’ll get up to speed on the features in Asterisk 16, the latest long-term support release from Digium. This book also includes new chapters on WebRTC and the Asterisk Real-time Interface (ARI). Discover how WebRTC provides a new direction for Asterisk Gain the knowledge to build a simple but complete phone system Build an interactive dialplan, using best practices for Asterisk’s advanced features Learn how ARI has emerged as the API of choice for interfacing web development languages with Asterisk

Encyclopedia of Information Science and Technology

Author : Mehdi Khosrow-Pour
Publisher : IGI Global Snippet
ISBN 13 : 9781605660264
Total Pages : 4292 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Encyclopedia of Information Science and Technology by : Mehdi Khosrow-Pour

Download or read book Encyclopedia of Information Science and Technology written by Mehdi Khosrow-Pour and published by IGI Global Snippet. This book was released on 2009 with total page 4292 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This set of books represents a detailed compendium of authoritative, research-based entries that define the contemporary state of knowledge on technology"--Provided by publisher.

Marketing in Customer Technology Environments

Author : Devanathan Sudharshan
Publisher : Emerald Group Publishing
ISBN 13 : 1839096020
Total Pages : 204 pages
Book Rating : 4.8/5 (39 download)

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Book Synopsis Marketing in Customer Technology Environments by : Devanathan Sudharshan

Download or read book Marketing in Customer Technology Environments written by Devanathan Sudharshan and published by Emerald Group Publishing. This book was released on 2020-04-16 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the rise of virtual reality, augmented reality, the internet of things and more, customers are more engaged, more involved, and easier to reach than ever;while being inundated with increasing amounts of marketing material. This straightforward guide takes you through these new technologies and shows how to leverage them to reach new markets.

The Book of CSS3

Author : Peter Gasston
Publisher : No Starch Press
ISBN 13 : 1593273630
Total Pages : 308 pages
Book Rating : 4.5/5 (932 download)

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Book Synopsis The Book of CSS3 by : Peter Gasston

Download or read book The Book of CSS3 written by Peter Gasston and published by No Starch Press. This book was released on 2011-05-15 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: CSS3 is behind most of the eye-catching visuals on the Web today, but the official documentation can be dry and hard to follow and browser implementations are scattershot at best. The Book of CSS3 distills the dense technical language of the CSS3 specification into plain English and shows you what CSS3 can do right now, in all major browsers. With real-world examples and a focus on the principles of good design, it extends your CSS skills, helping you transform ordinary markup into stunning, richly-styled web pages. You'll master the latest cutting-edge CSS3 features and learn how to: –Stylize text with fully customizable outlines, drop shadows, and other effects –Create, position, and resize background images on the fly – Spice up static web pages with event-driven transitions and animations –Apply 2D and 3D transformations to text and images –Use linear and radial gradients to create smooth color transitions –Tailor a website's appearance to smartphones and other devices A companion website includes up-to-date browser compatibility charts and live CSS3 examples for you to explore. The Web can be an ugly place—add a little style to it with The Book of CSS3.

The Holloway Guide to Technical Recruiting and Hiring

Author : Osman (Ozzie) Osman
Publisher : Holloway, Inc.
ISBN 13 : 1952120489
Total Pages : 336 pages
Book Rating : 4.9/5 (521 download)

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Book Synopsis The Holloway Guide to Technical Recruiting and Hiring by : Osman (Ozzie) Osman

Download or read book The Holloway Guide to Technical Recruiting and Hiring written by Osman (Ozzie) Osman and published by Holloway, Inc.. This book was released on 2022-01-10 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how the best teams hire software engineers and fill technical roles. The Holloway Guide to Technical Recruiting and Hiring is the authoritative guide to growing software engineering teams effectively, written by and for hiring managers, recruiters, interviewers, and candidates. Hiring is rated as one of the biggest obstacles to growth by most CEOs. Hiring managers, recruiters, and interviewers all wrestle with how to source candidates, interview fairly and effectively, and ultimately motivate the right candidates to accept offers. Yet the process is costly, frustrating, and often stressful or unfair to candidates. Anyone who cares about building effective software teams will return to this book again and again. Inside, you'll find know-how from some of the most insightful and experienced leaders and practitioners—senior engineers, recruiters, entrepreneurs, and hiring managers—who’ve built teams from early-stage startups to thousand-person engineering organizations. The lead author of this guide, Ozzie Osman, previously led product engineering at Quora and teams at Google, and built (and sold) his own startup. Additional contributors include Aditya Agarwal, former CTO of Dropbox; Jennifer Kim, former head of diversity at Lever; veteran recruiters and startup founders Jose Guardado (founder of Build Talent and former Y Combinator) and Aline Lerner (CEO of Interviewing.io); and over a dozen others. Recruiting and hiring can be done well, in a way that has a positive impact on companies, employees, and every candidate. With the right foundations and practice, teams and candidates can approach a stressful and difficult process with knowledge and confidence. Ask your employer if you can expense this book—it's one of the highest-leverage investments they can make in your team.

The $1,000 Genome

Author : Kevin Davies
Publisher : Simon and Schuster
ISBN 13 : 1416570187
Total Pages : 354 pages
Book Rating : 4.4/5 (165 download)

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Book Synopsis The $1,000 Genome by : Kevin Davies

Download or read book The $1,000 Genome written by Kevin Davies and published by Simon and Schuster. This book was released on 2010-09-07 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this essential guide to the brave new future, Dr. Kevin Davies, author of Cracking the Genome, reveals the masterful ingenuity that transformed the process of decoding DNA and vividly brings the extraordinary drama of the grand scientific achievement to life. In 2000, President Bill Clinton signaled the completion of the Human Genome Project at a cost in excess of $2 billion. A decade later, the price for any of us to order our own personal genome sequence—a comprehensive map of the 3 billion letters in our DNA—had already dropped to just $1,000. Dozens of men and women—scientists, entrepreneurs, celebrities, and patients—have already been sequenced, pioneering a bold new era of personalized genomic medicine. The $1,000 genome has long been considered the tipping point that would open the floodgates to this revolution. How has this astonishing achievement been accomplished? To research the story of this unfolding revolution, critically acclaimed science writer Kevin Davies traveled to the leading centers and interviewed the entrepreneurs and pioneers in the race to achieve the $1,000 genome. Davies also profiles the future of genomic medicine and thoughtfully explores the many pressing issues raised by the tidal wave of personal genetic information.

Artificial Intelligence with Python

Author : Alberto Artasanchez
Publisher : Packt Publishing Ltd
ISBN 13 : 1839216077
Total Pages : 619 pages
Book Rating : 4.8/5 (392 download)

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Book Synopsis Artificial Intelligence with Python by : Alberto Artasanchez

Download or read book Artificial Intelligence with Python written by Alberto Artasanchez and published by Packt Publishing Ltd. This book was released on 2020-01-31 with total page 619 pages. Available in PDF, EPUB and Kindle. Book excerpt: New edition of the bestselling guide to artificial intelligence with Python, updated to Python 3.x, with seven new chapters that cover RNNs, AI and Big Data, fundamental use cases, chatbots, and more. Key FeaturesCompletely updated and revised to Python 3.xNew chapters for AI on the cloud, recurrent neural networks, deep learning models, and feature selection and engineeringLearn more about deep learning algorithms, machine learning data pipelines, and chatbotsBook Description Artificial Intelligence with Python, Second Edition is an updated and expanded version of the bestselling guide to artificial intelligence using the latest version of Python 3.x. Not only does it provide you an introduction to artificial intelligence, this new edition goes further by giving you the tools you need to explore the amazing world of intelligent apps and create your own applications. This edition also includes seven new chapters on more advanced concepts of Artificial Intelligence, including fundamental use cases of AI; machine learning data pipelines; feature selection and feature engineering; AI on the cloud; the basics of chatbots; RNNs and DL models; and AI and Big Data. Finally, this new edition explores various real-world scenarios and teaches you how to apply relevant AI algorithms to a wide swath of problems, starting with the most basic AI concepts and progressively building from there to solve more difficult challenges so that by the end, you will have gained a solid understanding of, and when best to use, these many artificial intelligence techniques. What you will learnUnderstand what artificial intelligence, machine learning, and data science areExplore the most common artificial intelligence use casesLearn how to build a machine learning pipelineAssimilate the basics of feature selection and feature engineeringIdentify the differences between supervised and unsupervised learningDiscover the most recent advances and tools offered for AI development in the cloudDevelop automatic speech recognition systems and chatbotsApply AI algorithms to time series dataWho this book is for The intended audience for this book is Python developers who want to build real-world Artificial Intelligence applications. Basic Python programming experience and awareness of machine learning concepts and techniques is mandatory.