Download or read book Murach s Python for Data Analysis written by Scott McCoy and published by . This book was released on 2021-08 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Murach s Python Programming 2nd Edition written by Joel Murach and published by . This book was released on 2021-04 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Murach s Android Programming written by Joel Murach and published by Mike Murach and Associates, Incorporated. This book was released on 2015 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Murach s C Programming written by Mary Delamater and published by Mike Murach and Associates, Incorporated. This book was released on 2018-09 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Murach s MySQL written by Joel Murach and published by Mike Murach & Associates. This book was released on 2015 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Murach s Visual Basic 2015 written by Anne Boehm and published by Mike Murach & Associates. This book was released on 2016 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. --
Download or read book Murach s ASP NET Core MVC 2nd Edition written by Joel Murach and published by . This book was released on 2022-11-21 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Murach s PHP and MySQL written by Joel Murach and published by Mike Murach & Associates. This book was released on 2014-12-01 with total page 872 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Murach s JavaScript written by Mary Delamater and published by Mike Murach & Associates. This book was released on 2015 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today, JavaScript is used in 89.9% of all websites, including the most heavily-trafficked sites like Google, Facebook, YouTube, and Amazon. That's why every web developer should know how to use JavaScript. The problem is that JavaScript is surprisingly difficult to learn, not only for programming novices but also for experienced programmers. But now, Murach's JavaScript (2nd Edition) makes it easier than ever to become an accomplished JavaScript programmer.
Download or read book Murachs SQL Server 2016 for Developers written by Bryan Syverson and published by . This book was released on 2016 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you're an application developer, or you're training to be one, this 2016 edition of Murach's classic SQL Server book is made for you. To start, it presents the SQL statements that you need to retrieve and update the data in a database. These are the SQL statements that you'll use every day. Then, it shows you how to design a database, how to implement that design, and how to work with database features like views, scripts, stored procedures, functions, triggers, transactions, security, XML data, BLOB data with FILESTREAM storage, and the CLR integration feature. The result? You'll be able to create database applications that are thoroughly professional. You'll be familiar with the DBA-related issues that let you work far more effectively than most of your colleagues. And you'll have a handy reference at your side to answer questions and handle new challenges as they come up.
Download or read book Become a Python Data Analyst written by Alvaro Fuentes and published by Packt Publishing Ltd. This book was released on 2018-08-31 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: Enhance your data analysis and predictive modeling skills using popular Python tools Key Features Cover all fundamental libraries for operation and manipulation of Python for data analysis Implement real-world datasets to perform predictive analytics with Python Access modern data analysis techniques and detailed code with scikit-learn and SciPy Book Description Python is one of the most common and popular languages preferred by leading data analysts and statisticians for working with massive datasets and complex data visualizations. Become a Python Data Analyst introduces Python’s most essential tools and libraries necessary to work with the data analysis process, right from preparing data to performing simple statistical analyses and creating meaningful data visualizations. In this book, we will cover Python libraries such as NumPy, pandas, matplotlib, seaborn, SciPy, and scikit-learn, and apply them in practical data analysis and statistics examples. As you make your way through the chapters, you will learn to efficiently use the Jupyter Notebook to operate and manipulate data using NumPy and the pandas library. In the concluding chapters, you will gain experience in building simple predictive models and carrying out statistical computation and analysis using rich Python tools and proven data analysis techniques. By the end of this book, you will have hands-on experience performing data analysis with Python. What you will learn Explore important Python libraries and learn to install Anaconda distribution Understand the basics of NumPy Produce informative and useful visualizations for analyzing data Perform common statistical calculations Build predictive models and understand the principles of predictive analytics Who this book is for Become a Python Data Analyst is for entry-level data analysts, data engineers, and BI professionals who want to make complete use of Python tools for performing efficient data analysis. Prior knowledge of Python programming is necessary to understand the concepts covered in this book
Download or read book Murach s HTML and CSS 5th Edition written by Anne Boehm and published by . This book was released on 2021-11-30 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Murach s Java Servlets and JSP written by Joel Murach and published by . This book was released on 2014 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides information on using servlets and JavaServer p. to create Web applications that use the MVC pattern.
Download or read book Murach s Beginning Java with NetBeans written by Joel Murach and published by Mike Murach and Associates, Incorporated. This book was released on 2015 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains Java programming in five sections. Section 1 explains the core concepts and coding needed to create simple object-oriented applications. Sections 2, 3, and 4 expand core Java and OOP skills. Section 5 presents real world applications for the program.
Download or read book Murach s Dreamweaver CC 2014 written by Zak Ruvalcaba and published by Mike Murach & Associates. This book was released on 2014 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: With Dreamweaver CC, you can go from staring at a blank screen to launching your first website...without writing any code and without ever leaving the program! All the tools you need are there. But face it, any program that's so comprehensive is going to be complex. So the trick is mastering what all of the program's windows, panels, toolbars, and web technologies do, and how they're interrelated. That's where this book comes in. In contrast to other Dreamweaver books, it integrates all of the skills that you need to build inviting, easy-to-navigate, standards-based websites, using a proven instructional approach that makes all the pieces manageable.
Download or read book Murach s Beginning Java with Eclipse written by Joel Murach and published by Mike Murach & Associates. This book was released on 2015 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Want to learn Java? This beginning book brings an exciting, new approach to Java instruction that eases the learning curve and uses the Eclipse IDE to make you productive as quickly as possible. In fact, in just 22 chapters, you'll grow from beginner to entry-level professional! Along the way, this book presents all of the critical skills that you need to move on to web or mobile development with Java. It presents object-oriented features like inheritance, interfaces, and polymorphism in a way that's both understandable and useful in the real world. It covers the most important features introduced in Java 8 such as lambda expressions and the new date/time API. It provides realistic sample applications that put these skills into context. It provides exercises that you can use to gain valuable hands-on experience. And it's all done in the distinctive Murach style that has been training professional programmers for over 40 years.
Download or read book Murach s SQL Server 2019 for Developers written by Bryan Syverson and published by Mike Murach and Associates, Incorporated. This book was released on 2020-04 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: If youre an application developer, or youre training to be one, this latest edition of Murachs classic SQL Server book is made for you. To start, it presents the SQL statements that you need to retrieve and update the data in a database. These are the SQL statements that youll use every day. Then, it shows you how to design a database, how to implement that design, and how to work with database features like views, scripts, stored procedures, functions, triggers, transactions, security, XML data, BLOB data with FILESTREAM storage, and the CLR integration feature. The result? Youll be able to create database applications that are thoroughly professional. Youll be familiar with the DBA-related issues that let you work far more effectively than most of your colleagues. And youll have a handy reference at your side to answer questions and handle new challenges as they come up.
