Murach's Python for Data Analysis PDF Download
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Author: Scott McCoy
Publisher:
ISBN: 9781943872763
Category :
Languages : en
Pages : 235
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Book Description
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.
Author: Scott McCoy
Publisher:
ISBN: 9781943872763
Category :
Languages : en
Pages : 235
Get Book Here
Book Description
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.
Author: Joel Murach
Publisher:
ISBN: 9781943872749
Category :
Languages : en
Pages : 564
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Book Description
If you want to learn how to program but dont 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 breadthtwo features that are hard to find in a single language. But this isnt just a book for beginners! Our self-paced approach also works for experienced programmers, helping you learn Python faster and better than youve ever learned a language before. By the time youre 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 todays world. And section 4 shows you how to apply all of the skills that youve already learned as you build database and GUI programs for the real world.
Author: Joel Murach
Publisher: Mike Murach & Associates
ISBN: 9781890774820
Category : Database design
Languages : en
Pages : 0
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Book Description
This practical, hands-on tutorial/reference/guide to MySQL is perfect for beginners, but it also works for experienced developers who are not getting the most from MySQL. As you would expect, this book shows how to code all of the essential SQL statements for creating and working with a MySQL database. But beyond that, this book also shows how to design a database, including how to use the graphical MySQL Workbench to create an EER model. It shows how to take advantage of relatively new MySQL features such as foreign keys, transactions, stored procedures, stored functions, triggers, and events. It even presents a starting set of skills for a database administrator (DBA), including how to secure and back up databases. And like all Murach books, it uses the distinctive "paired pages" format, which breaks the material into manageable skills to speed up both learning and reference. A great help for MySQL users at any level.
Author: Mary Delamater
Publisher: Mike Murach and Associates, Incorporated
ISBN: 9781943872275
Category : Computers
Languages : en
Pages : 0
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Book Description
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.
Author: Joel Murach
Publisher: Mike Murach and Associates, Incorporated
ISBN: 9781890774936
Category : Computers
Languages : en
Pages : 0
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Book Description
If you know how to program in Java, this is the first book you should buy for learning how to develop Android apps the way the pros do; it'll save you a lot of time and frustration.
Author: Anne Boehm
Publisher:
ISBN: 9781943872862
Category :
Languages : en
Pages : 602
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Book Description
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 its in full color so its easier than ever to learn from it. In fact, whether youre 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 thats 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 youve ever used.
Author: Joel Murach
Publisher: Mike Murach & Associates
ISBN: 9781890774790
Category : Computers
Languages : en
Pages : 872
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Book Description
PHP and MySQL are two of today's most popular, open-source tools for server-side programming. That means there's a continuing demand for web developers who know how to use PHP and MySQL at the professional level. And with this book, you can become one of them! In fact, in just the first 6 chapters, you will create a database-driven website that implements the MVC pattern, the way the best professionals do. Then, the rest of the book lets you build on that base to develop a full set of professional skills.
Author: Anne Boehm
Publisher: Mike Murach & Associates
ISBN: 9781890774981
Category : Computers
Languages : en
Pages : 0
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Book Description
This core Visual Basic .NET book has been a favorite 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're looking for. To be specific: It's 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 re new to programming or not; It's 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's an object-oriented book that shows you how to use business classes, inheritance, and interfaces the way they're used in the real world. When you're done, you ll be able to develop 3-tiered, object-oriented Windows Forms applications the way the best professionals do. And you ll have the core VB and Visual Studio skills that you need to develop any VB application...whether for Windows, the web, or mobile devices. --
Author: Joel Murach
Publisher: Mike Murach & Associates
ISBN: 9781890774806
Category : Computers
Languages : en
Pages : 0
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Book Description
If you're developing applications that access Oracle databases, you can save time and trouble by having the database do more work for you. That's where this book comes in. It teaches you how to create effective SQL queries to retrieve and update the data in an Oracle database. It teaches you how to design and implement a database, giving you insight into performance and security issues. It teaches you how to use Oracle's procedural language, PL/SQL, to take advantage of powerful features like stored procedures, functions, and triggers. In short, it teaches you to write the kind of SQL and PL/SQL that makes you a more effective and valuable developer.
Author: Joel Murach
Publisher:
ISBN: 9781943873029
Category : Computers
Languages : en
Pages : 0
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Book Description
This 2nd Edition of Murachs ASP.NET Core MVC does a better job than ever of delivering the skills you need to develop websites using the MVC (Model-View-Controller) pattern with ASP.NET Core. If you know the basics of C#, youll quickly learn to code the way todays top web professionals do. Each section features clear, beginner-friendly examples and easy-to-understand explanations that walk you through crucial skills, best practices, and helpful tips. Im a first-time customer who has recently purchased your ASP.NET Core MVC book, and I have to say Im greatly impressed. [It] was actually fun from start to finish (and I've read many, many programming books before). - Shannon Fairchild, Senior Software Developer, Kingston, Ontario, Canada Section 1 (just 5 chapters) shows how to develop responsive web apps that follow the MVC pattern so theyll be easy to maintain as they grow and change. Then, it shows how to test and debug these apps using the debugging tools provided by Visual Studio and your browser. Section 2 builds out that set of skills to create more complex controllers, work with Razor views, handle cookies and sessions, work with model binding, validate data, and use EF Core to work with databases. Finally, section 3 presents additional skills that you can learn when you need them. Automate testing by using dependency injection and unit tests. Reduce code duplication by creating custom tag helpers and view components. Control user access to a site with ASP.NET Core Identity. Deploy a site to the cloud with Azure. And use Visual Studio Code, an increasingly popular alternative to the Visual Studio IDE. Every Murach book guarantees high quality. The complete apps show how each feature works in context. The exercises at the end of each chapter let you practice your new skills and gain valuable hands-on experience. And the distinctive paired-pages format is ideal for learning and reference.
