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Murach`s Python for Data Analysis, McCoy Scott


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Автор: McCoy Scott
Название:  Murach`s Python for Data Analysis
ISBN: 9781943872763
Издательство: Gazelle Book Services
Классификация:

ISBN-10: 1943872767
Обложка/Формат: Paperback
Страницы: 235
Вес: 1.27 кг.
Дата издания: 01.08.2021
Серия: Reference/Librarianship
Язык: English
Иллюстрации: 235; 235
Размер: 25.60 x 20.57 x 4.11 cm
Читательская аудитория: General (us: trade)
Ключевые слова: Computer programming / software development,Data analysis: general
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Поставляется из: США
Описание: Data is collected everywhere these days, in massive quantities. But data alone does not do you much good. That is why data analysis -- making sense of the data -- has become a must-have skill in the fields of business, science, and social science. But it is a tough skill to acquire. The concepts are challenging, and too many books and online tutorials treat only parts of the total skillset needed. Now, though, this book draws all the essential skills together and presents them in a clear and example-packed way. So you will soon be applying your programming skills to complex data analysis problems, more easily than you ever thought possible. In terms of content, this book gets you started the right way by using Pandas for data analysis and Seaborn for data visualisation, with JupyterLab as your IDE. Then, it helps you master descriptive analysis by teaching you how to get, clean, prepare, and analyse data, including time-series data. Next, it gets you started with predictive analysis by showing you how to use linear regression models to predict unknown and future values. And to tie everything together, it gives you 4 real-world case studies that show you how to apply your new skills to political, environmental, social, and sports analysis. At the end, you will have a solid set of the professional skills that can lead to all sorts of new career opportunities. Sound too good to be true? Download a sample chapter for free from the Murach website and see for yourself how this book can turn you into the data analyst that companies are looking for.


Murach`s Visual Basic 2015

Автор: Boehm Anne
Название: Murach`s Visual Basic 2015
ISBN: 1890774987 ISBN-13(EAN): 9781890774981
Издательство: Gazelle Book Services
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Цена: от 7365.00 р.
Наличие на складе: Есть

Описание: This core Visual Basic .NET book has been a favourite of developers ever since the 1st edition came out in 2002. So you can be sure that this 6th edition will deliver the professional skills you are looking for. To be specific: It is a self-paced book that shows you how to use Visual Studio 2015, VB 2015, and the .NET 4.6 classes to develop Windows Forms applications whether you are new to programming or not. It is a data programming book that shows you how to create professional database applications using data sources, ADO.NET code, and the Entity Framework, as well as how to use LINQ to query data structures, from collections to arrays to datasets. It is an object-oriented book that shows you how to use business classes, inheritance, and interfaces the way they are used in the real world. When you are finished, you will be able to develop 3-tiered, object-oriented Windows Forms applications the way the best professionals do. And you will have the core VB and Visual Studio skills that you need to develop any VB application whether for Windows, the web, or mobile devices.

Murach`s C++ Programming

Автор: Murach Joel, Delamater Mary
Название: Murach`s C++ Programming
ISBN: 1943872279 ISBN-13(EAN): 9781943872275
Издательство: Gazelle Book Services
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Цена: 12076.00 р.
Наличие на складе: Поставка под заказ.

Описание: In the beginning, C++ was a hard language to learn because it required programmers to master low-level techniques to work with memory. Over the years, C++ has evolved to provide higher-level techniques that make it much easier to write effective code. But most C++ books havent evolved with the language. Until now. Now, this book uses modern C++ to get you off to a fast start, and then builds out your coding and OOP skills to the professional level. At that point, it also covers older techniques so youll be able to maintain the vast amount of legacy code thats out there, as well as work with embedded systems that dont support the newer techniques.

Python Data Analysis Cookbook

Автор: Idris, Ivan (Author)
Название: Python Data Analysis Cookbook
ISBN: 178528228X ISBN-13(EAN): 9781785282287
Издательство: Неизвестно
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Цена: 10114.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Over 140 practical recipes to help you make sense of your data with ease and build production-ready data appsAbout This Book* Analyze Big Data sets, create attractive visualizations, and manipulate and process various data types* Packed with rich recipes to help you learn and explore amazing algorithms for statistics and machine learning* Authored by Ivan Idris, expert in python programming and proud author of eight highly reviewed booksWho This Book Is ForThis book teaches Python data analysis at an intermediate level with the goal of transforming you from journeyman to master. Basic Python and data analysis skills and affinity are assumed. What You Will Learn* Set up reproducible data analysis* Clean and transform data* Apply advanced statistical analysis* Create attractive data visualizations* Web scrape and work with databases, Hadoop, and Spark* Analyze images and time series data* Mine text and analyze social networks* Use machine learning and evaluate the results* Take advantage of parallelism and concurrencyIn DetailData analysis is a rapidly evolving field and Python is a multi-paradigm programming language suitable for object-oriented application development and functional design patterns.

As Python offers a range of tools and libraries for all purposes, it has slowly evolved as the primary language for data science, including topics on: data analysis, visualization, and machine learning. Python Data Analysis Cookbook focuses on reproducibility and creating production-ready systems. You will start with recipes that set the foundation for data analysis with libraries such as matplotlib, NumPy, and pandas.

You will learn to create visualizations by choosing color maps and palettes then dive into statistical data analysis using distribution algorithms and correlations. You'll then help you find your way around different data and numerical problems, get to grips with Spark and HDFS, and then set up migration scripts for web mining. In this book, you will dive deeper into recipes on spectral analysis, smoothing, and bootstrapping methods.

Moving on, you will learn to rank stocks and check market efficiency, then work with metrics and clusters. You will achieve parallelism to improve system performance by using multiple threads and speeding up your code. By the end of the book, you will be capable of handling various data analysis techniques in Python and devising solutions for problem scenarios.

Style and ApproachThe book is written in "cookbook" style striving for high realism in data analysis. Through the recipe-based format, you can read each recipe separately as required and immediately apply the knowledge gained.

Practical Machine Learning For Data Analysis Using Python

Автор: Subasi, Abdulhamit
Название: Practical Machine Learning For Data Analysis Using Python
ISBN: 0128213795 ISBN-13(EAN): 9780128213797
Издательство: Elsevier Science
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Цена: 16505.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Practical Machine Learning for Data Analysis Using Python is a problem solver's guide for creating real-world intelligent systems. It provides a comprehensive approach with concepts, practices, hands-on examples, and sample code. The book teaches readers the vital skills required to understand and solve different problems with machine learning. It teaches machine learning techniques necessary to become a successful practitioner, through the presentation of real-world case studies in Python machine learning ecosystems. The book also focuses on building a foundation of machine learning knowledge to solve different real-world case studies across various fields, including biomedical signal analysis, healthcare, security, economics, and finance. Moreover, it covers a wide range of machine learning models, including regression, classification, and forecasting. The goal of the book is to help a broad range of readers, including IT professionals, analysts, developers, data scientists, engineers, and graduate students, to solve their own real-world problems.

Murach`s C++ Programming (2nd Edition)

Автор: Murach Joel, Delamater Mary
Название: Murach`s C++ Programming (2nd Edition)
ISBN: 1943872961 ISBN-13(EAN): 9781943872961
Издательство: Gazelle Book Services
Рейтинг:
Цена: 10259.00 р.
Наличие на складе: Нет в наличии.

Описание: Now you can learn C++ in manageable chunks with Murachs C++ Programming and its distinctive paired-pages format, which has earned rave reviews from programmers (see the reviews of the 1st Edition). Each topic is presented in a 2-page spread: You get clear syntax and coding examples along with easy-to-understand bullets on the righthand page and in-depth explanations and perspective on the left. Not only does this format ease the learning curve, its a time-saver for on-the-job reference too. Whats more, we have taken advantage of language advances and modern techniques to make it easier to learn C++ than ever before. This book is organized in a logical way that gets you started fast with a practical subset of todays C++. Then, it presents coding and object-oriented programming skills that will elevate you to the professional level. With this strong foundation in place, later chapters cover legacy techniques and older C++ features that let you maintain the vast amount of legacy code in the world and work with embedded systems. New in this 2nd Edition are features that have been introduced in C++20. That includes brand-new material on modules, one of the most exciting new features added to C++ in years. As always, each feature is carefully explained and integrated where it belongs in the learning sequence so that beginners and experienced programmers alike can quickly grasp the new concepts and their advantages. Every Murach book guarantees high quality and our readers love our code that actually works. See why yourself with more than 50 realistic programs to study and practice exercises for hands-on experience. Youll have a hard time finding such effective examples anywhere else.

Murachs Python Programming (2nd Edition)

Автор: Joel Murach, Michael Urban
Название: Murachs Python Programming (2nd Edition)
ISBN: 1943872740 ISBN-13(EAN): 9781943872749
Издательство: Gazelle Book Services
Рейтинг:
Цена: 13082.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

If you want to learn how to program but don't know where to start, this is the right book and the right language for you. From the first page, our self-paced approach will help you build competence and confidence in your programming skills. And Python is the best language ever for learning how to program because of its simplicity and breadth...two features that are hard to find in a single language.


But this isn't just a book for beginners! Our self-paced approach also works for experienced programmers, helping you learn Python faster and better than you've ever learned a language before. By the time you're through, you will have mastered the key Python skills that are needed on the job, including those for object-oriented, database, and GUI programming.


To make all of this possible, section 1 presents an 8-chapter course that will get anyone off to a great start with Python. Section 2 builds on that base by presenting the other essential skills that every Python programmer should have. Section 3 shows you how to develop object-oriented programs, a critical skillset in today's world. And section 4 shows you how to apply all of the skills that you've already learned as you build database and GUI programs for the real world.

Murach`s ASP.NET Core MVC

Автор: Murach Joel, Delamater Mary
Название: Murach`s ASP.NET Core MVC
ISBN: 194387249X ISBN-13(EAN): 9781943872497
Издательство: Gazelle Book Services
Рейтинг:
Цена: 13082.00 р.
Наличие на складе: Поставка под заказ.

Описание:

If you know the basics of C#, you're ready to learn how to create web applications using Microsoft's powerful technology, ASP.NET Core MVC (Model-View-Controller). And there's no more practical way to do it than with this book.

By the end of section 1...just 5 chapters...you'll be developing real-world web apps that follow the MVC pattern, using C# code for the model and controller classes...HTML, CSS, and Razor code for the user interface (the view)...and Bootstrap classes for responsive design so that your apps adapt well to all screen sizes. You'll also be able use the debugging tools in Visual Studio and your browser to test your apps thoroughly.

In section 2, you'll build out that set of skills to create more complex controllers, work with Razor views, handle cookies and sessions, do model binding, validate data, and handle database data with EF (Entity Framework) Core. You'll also see how all these skills come together in a single application, with coverage of the "gotchas" that can occur and how to solve them.

Finally, in section 3, you can pick up additional skills as you need them: use dependency injection to make your code easier to test; automate testing; create custom tag helpers and view components to reduce code duplication; control user access to a site with ASP.NET Core Identity; and use Visual Studio Code, an increasingly popular alternative to the Visual Studio IDE.

All along the way, you'll get complete web apps that show you how each feature works in context (you can download these apps for free from the Murach website). You'll get chapter exercises that let you practice your new skills. And you'll get Murach's distinctive "paired-pages" format that presents each skill in a 2-page spread, full of examples, notes, and explanation...a format that developers praise because it saves training and reference time.

Murach`s HTML and CSS (5th Edition)

Автор: Boehm Anne, Ruvalcaba Zak
Название: Murach`s HTML and CSS (5th Edition)
ISBN: 1943872864 ISBN-13(EAN): 9781943872862
Издательство: Gazelle Book Services
Рейтинг:
Цена: 10259.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

"Until now, my websites looked great but have been coded with what seems like 'duct-tape and bubble-gum' methods, just for appearances and not for professionalism or compliance. This book taught me all that is possible with HTML and CSS coding.... What a game changer!"


That's what one web designer posted about a previous edition of Murach's HTML and CSS. Now, this 5th Edition updates and improves all the HTML and CSS content in the book...and it's in full color so it's easier than ever to learn from it. In fact, whether you're a web designer, a JavaScript programmer, a server-side programmer, or a rookie, this book delivers all the HTML and CSS skills that you need on the job.


This book begins with an 8-chapter hands-on course that teaches you HTML and CSS from scratch, including the latest HTML and CSS features. This short course ends with a chapter that teaches you how to use fluid design and media queries to implement Responsive Web Design so your pages will look good and work right on any screen, from phone to tablet to desktop.


After that, the unique design of this book lets you go on to any other chapter to learn new skills whenever you need them. For example, chapters 9 and 10 show you how to use Flexible Box and Grid Layout. Chapter 13 shows you how to work with forms and data validation. Chapter 14 shows you how to enhance a site with video clips. Chapter 15 shows you how to use CSS transitions, transforms, and animations. Chapters 16 and 17 show you how to design and deploy a website. And chapter 18 introduces you to JavaScript, a must-have language that's the next step for many web developers.


One final point: After teaching you all the HTML and CSS skills that you need, this book becomes the best on-the-job reference you've ever used.

Murachs PHP and MySQL

Автор: Joel Murach, Ray Harris
Название: Murachs PHP and MySQL
ISBN: 1943873003 ISBN-13(EAN): 9781943873005
Издательство: Gazelle Book Services
Рейтинг:
Цена: 13082.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Murachs PHP and MySQL (4th Edition) delivers the skills you need to develop database-driven websites using PHP and MySQL. Youll quickly learn to code the way todays top web professionals do, even without any prior coding experience. Each section features clear, beginner-friendly examples and easy-to-understand explanations that walk you through crucial skills, best practices, and helpful tips. Section 1 is a quick-start course that shows how to use the latest versions of PHP, MySQL, and the Apache web server to build your first PHP applications. Right from the start, youll learn to create applications that conform to the industry-standard Model-View-Controller (MVC) pattern, so theyll be easy to maintain as they grow. In addition, youll learn how to create secure applications that prevent SQL injection attacks and guard against XSS attacks. Section 2 dives deeper into PHP by covering the skills youll use every day, like how to work with form data, cookies, functions, and objects. Then, section 3 dives deeper into MySQL, teaching you how to design, create, and work with a database. Finally, section 4 teaches you important web programming skills like how to secure web pages, upload files, and process images. Along the way, youll learn how to take advantage of PHP 8 enhancements like match expressions, constructor property promotion, and the nullsafe operator, ensuring your skills are up to date. Like all Murach books, Murachs PHP and MySQL guarantees high quality, and developers love our code that actually works. See why for yourself, with a complete website to study and practice exercises for hands-on experience. Youll have a hard time finding such effective examples anywhere else.

Python Machine Learning: Discover the Essentials of Machine Learning, Data Analysis, Data Science, Data Mining and Artificial Intelligence Usin

Автор: Hack Samuel
Название: Python Machine Learning: Discover the Essentials of Machine Learning, Data Analysis, Data Science, Data Mining and Artificial Intelligence Usin
ISBN: 1801146640 ISBN-13(EAN): 9781801146647
Издательство: Неизвестно
Рейтинг:
Цена: 4824.00 р.
Наличие на складе: Нет в наличии.

Описание: Discover the Incredible World of Machine Learning With This Amazing Guide
Do you want to understand machine learning, but it all looks too daunting and complex? Afraid to open the 'pandora's box' and waste hours searching for answers? Then keep reading

Written with the beginner in mind, this powerful guide breaks down everything you need to know about machine learning and Python in a simple, easy-to-understand way. So many other books make machine learning look impossible to understand and even harder to master - but now you can familiarize yourself with this incredible technology like never before


With a detailed and concise overview of the fundamentals, along with the challenges and limitations currently being tackled by the pros, inside this comprehensive guide you will

  • Learn the Fundamentals of Machine Learning which Are Being Developed and Advanced with Python
  • Master the Nuances of 12 of the Most Popular and Widely-Used Machine Learning Algorithms, in a Language that Requires No Prior Background in Python
  • Discover the Details of the Supervised, Unsupervised, and Reinforcement Algorithms, which Serve as the Skeleton of Hundreds of Machine Learning Algorithms Being Developed Every Day
  • Become Familiar with Data Science Technology, an Umbrella Term Used for the Cutting-Edge Technologies of Today
  • Dive Into the Functioning of Scikit-Learn Library and Develop Machine Learning Models, with a Detailed Walkthrough and Open Source Database using Illustrations and actual Python Code
  • Understand the Entire Process of Creating Neural Network Models on TensorFlow, Using Open Source Data Sets and real Python Code
  • Uncover the Secrets of the Most Critical Aspect of Developing a Machine Learning Model - Data Pre-Processing and Training/Testing Subsets

With a wealth of tips and tricks, along with invaluable advice guaranteed to help you with your machine learning journey, this book is a powerful and revolutionary tool for creating, developing, and using machine learning. From understanding the Python language to creating data sets and building neural networks, now you can become the master of machine learning with this incredible guide


So what are you waiting for?
Buy Now and Join the Millions of People Using Machine Learning Today


Murach`s Java Programming (6th Edition)

Автор: Murach Joel
Название: Murach`s Java Programming (6th Edition)
ISBN: 1943872872 ISBN-13(EAN): 9781943872879
Издательство: Gazelle Book Services
Рейтинг:
Цена: 10466.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: If you want to learn Java programming but dont know where to start, this is the right book for you. From the first page, our unique self-paced approach will help you build competence and confidence in your programming skills, even if you are completely new to programming. But this is not just a book for beginners! Our self-paced approach also works for experienced programmers, helping you learn Java faster and better than you have ever learned a language before. By the time you are through, you will have mastered all of the Java skills that are needed on the job, including the skills for developing object-oriented applications that use a graphical user interface (GUI) and a database. To make this possible, section 1 of this book presents a 9-chapter course that gets anyone off to a great start building object-oriented applications in Java. Then, the next 3 sections build on that base by presenting more on object-oriented programming, the essentials for developing GUIs, and additional skills that every professional Java programmer should have, including how to work with a database.

Murachs R for Data Analysis

Автор: Scott McCoy
Название: Murachs R for Data Analysis
ISBN: 1943873038 ISBN-13(EAN): 9781943873036
Издательство: Gazelle Book Services
Рейтинг:
Цена: 13297.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: These days, businesses are collecting massive amounts of data. But this data isnt valuable until someone analyzes it to gain insights that can be used to make decisions. Thats why the US Bureau of Labor Statistics (BLS) predicts that the demand for data analysts will continue to grow for the rest of the decade. Now, with Murachs R for Data Analysis as a guide, you can learn the R skills you need to become a data analyst, and you can learn them faster and better than ever before. Thanks to its unique paired-pages format this book works equally well if youre new to programming or if youre an experienced programmer. Youll get started fast by learning only the parts of the R language that you need for data analysis. Then, youll learn how to use R with the tidyverse package to get, clean, prepare, analyze, and visualize data at a professional level. By the end of this book, youll be creating linear regression models and classification models and using them to make predictions. This book contains three realistic analyses that use real-world data. Thats because we believe that studying analyses like these is critical to the learning process. Mike Murach & Associates has been publishing high-quality books about computer programming since 1972. Download a sample chapter from the Murach website and see for yourself.


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