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Covers 400+ popular interview Q\u0026amp;A with lots of diagrams, examples, code snippets, cross referencing and comparisons. This is not only an interview guide but also a quick reference guide, a refresher material and a roadmap covering a wide range of Java\/J2EE related topics. 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As companies gain access to ever-increasing quantities of raw data, the ability to deliver state-of-the-art predictive models that support business decision-making becomes more and more valuable.\n\nIn this book, you'll work on an end-to-end project based around a realistic data set and split up into bite-sized practical exercises. This creates a case-study approach that simulates the working conditions you'll experience in real-world data science projects.\n\nYou'll learn how to use key Python packages, including pandas, Matplotlib, and scikit-learn, and master the process of data exploration and data processing, before moving on to fitting, evaluating, and tuning algorithms such as regularized logistic regression and random forest.\n\nNow in its second edition, this book will take you through the end-to-end process of exploring data and delivering machine learning models. Updated for 2021, this edition includes brand new content on XGBoost, SHAP values, algorithmic fairness, and the ethical concerns of deploying a model in the real world.\n\nBy the end of this data science book, you'll have the skills, understanding, and confidence to build your own machine learning models and gain insights from real data.\n\nWhat You Will Learn: Load, explore, and process data using the pandas Python package Use Matplotlib to create compelling data visualizations Implement predictive machine learning models with scikit-learn Use lasso and ridge regression to reduce model overfitting Evaluate random forest and logistic regression model performance Deliver business insights by presenting clear, convincing conclusions\n\nWho this book is for:\nData Science Projects with Python - Second Edition is for anyone who wants to get started with data science and machine learning. If you're keen to advance your career by using data analysis and predictive modeling to generate business insights, then this book is the perfect place to begin. 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There are complete example programs that demonstrate how to create Line graphs, Bar charts, Histograms, Scatter graphs, Box plots, and more. The code for each R script is listed, together with screenshots that illustrate the actual output when that script has been executed. The free, downloadable example R code is provided for clearer understanding.\nBy the end of this book you will have gained a sound understanding of R programming, and be able to write your own scripts that can be executed to produce graphic visualizations for data analysis. 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So 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 HTML5 and CSS3 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 16 shows you how to use CSS3 transitions, transforms, and animations. Chapters 17 and 18 show you how to design and deploy a website. Chapters 19 and 20 introduce other professional skills like how to use JavaScript and jQuery and how to use development tools like Bootstrap, SASS, and Emmet. And after you’ve learned all the skills that you need, this book becomes the best on-the-job reference you’ve ever used., ISBN13: 9781943872268 ISBN10: 1943872260 Material Type: paperback","brand":"CheapBookDepot","offers":[{"title":"Default Title","offer_id":51263061918003,"sku":"CH_09-25-24_ART_301J5C","price":27.42,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0748\/5086\/1363\/files\/71zb-YHpBSL.jpg?v=1753721514"},{"product_id":"introduction-to-matlab-7-for-engineers","title":"Introduction to Matlab 7 for Engineers","description":"This is a simple, concise book designed to be useful for beginners and to be kept as a reference. 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Leading agile consultant and practitioner Mike Cohn presents detailed recommendations, powerful tips, and real-world case studies drawn from his unparalleled experience helping hundreds of software organizations make Scrum and agile work.\nSucceeding with Agile is for pragmatic software professionals who want real answers to the most difficult challenges they face in implementing Scrum. Cohn covers every facet of the transition: getting started, helping individuals transition to new roles, structuring teams, scaling up, working with a distributed team, and finally, implementing effective metrics and continuous improvement.\nThroughout, Cohn presents “Things to Try Now” sections based on his most successful advice. Complementary “Objection” sections reproduce typical conversations with those resisting change and offer practical guidance for addressing their concerns. Coverage includes Practical ways to get started immediately–and “get good” fast Overcoming individual resistance to the changes Scrum requires Staffing Scrum projects and building effective teams Establishing “improvement communities” of people who are passionate about driving change Choosing which agile technical practices to use or experiment with Leading self-organizing teams Making the most of Scrum sprints, planning, and quality techniques Scaling Scrum to distributed, multiteam projects Using Scrum on projects with complex sequential processes or challenging compliance and governance requirements Understanding Scrum’s impact on HR, facilities, and project management\nWhether you've completed a few sprints or multiple agile projects and whatever your role–manager, developer, coach, ScrumMaster, product owner, analyst, team lead, or project lead–this book will help you succeed with your very next project. 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Explores what goes into creating a program, putting the pieces together, dealing with standard programming challenges, debugging, and making the program work Offers new options for tools and techniques used in Java development Provides valuable information and examples for the would-be programmer with no Java experience All examples are updated to reflect the latest changes in Java 7.0\nBeginning Programming with Java For Dummies, 3rd Edition offers an easy-to-understand introduction to programming through the popular, versatile Java 7.0 language., ISBN13: 9780470371749 ISBN10: 0470371749 Material Type: paperback","brand":"CheapBookDepot","offers":[{"title":"Default Title","offer_id":51747680583987,"sku":"A-STR_UBD_H0000MH5","price":12.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0748\/5086\/1363\/files\/61za1LUdDiL.jpg?v=1753650947"},{"product_id":"a-str_ubd_h0000sja","title":"The Practice of Computing Using Python (2nd Edition)","description":"NOTE: You are purchasing a standalone product; MyProgrammingLab does not come packaged with this content. 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Using a straightforward, step-by-step approach, popular author Rogers Cadenhead helps you master the skills and technology you need to create desktop and web programs, web services, and even an Android app in Java.\u003c\/p\u003e\n\n\u003cp\u003eFull-color figures and clear step-by-step instructions visually show you how to program with Java.\u003c\/p\u003e\n\n\u003cp\u003eQuizzes and Exercises at the end of each chapter help you test your knowledge.\u003c\/p\u003e\n\n\u003cp\u003eNotes, Tips, and Cautions provide related information, advice, and warnings.\u003c\/p\u003e\n\n\u003cp\u003eLearn how to… Set up your Java programming environment Write your first working program in just minutes Control program decisions and behavior Store and work with information Build straightforward user interfaces Create interactive web programs Use threading to build more responsive programs Read and write files and XML data Master best practices for object-oriented programming Create flexible, interoperable web services with JAX-WS Use Java to create an Android app PART I: Getting Started\u003cbr\u003e\nHOUR 1: Becoming a Programmer\u003cbr\u003e\nHOUR 2: Writing Your First Program\u003cbr\u003e\nHOUR 3: Vacationing in Java\u003cbr\u003e\nHOUR 4: Understanding How Java Programs Work\u003c\/p\u003e\n\n\u003cp\u003ePART II: Learning the Basics of Programming\u003cbr\u003e\nHOUR 5: Storing and Changing Information in a Program\u003cbr\u003e\nHOUR 6: Using Strings to Communicate\u003cbr\u003e\nHOUR 7: Using Conditional Tests to Make Decisions\u003cbr\u003e\nHOUR 8: Repeating an Action with Loops\u003c\/p\u003e\n\n\u003cp\u003ePART III: Working with Information in New Ways\u003cbr\u003e\nHOUR 9: Storing Information with Arrays\u003cbr\u003e\nHOUR 10: Creating Your First Object\u003cbr\u003e\nHOUR 11: Describing What Your Object Is Like\u003cbr\u003e\nHOUR 12: Making the Most of Existing Objects\u003c\/p\u003e\n\n\u003cp\u003ePART IV: Programming a Graphical User Interface\u003cbr\u003e\nHOUR 13: Building a Simple User Interface\u003cbr\u003e\nHOUR 14: Laying Out a User Interface\u003cbr\u003e\nHOUR 15: Responding to User Input\u003cbr\u003e\nHOUR 16: Building a Complex User Interface\u003c\/p\u003e\n\n\u003cp\u003ePART V: Moving into Advanced Topics\u003cbr\u003e\nHOUR 17: Creating Interactive Web Programs\u003cbr\u003e\nHOUR 18: Handling Errors in a Program\u003cbr\u003e\nHOUR 19: Creating a Threaded Program\u003cbr\u003e\nHOUR 20: Reading and Writing Files\u003c\/p\u003e\n\n\u003cp\u003ePART VI: Writing Internet Applications\u003cbr\u003e\nHOUR 21: Reading and Writing XML Data\u003cbr\u003e\nHOUR 22: Creating Web Services with JAX-WS\u003cbr\u003e\nHOUR 23: Creating Java2D Graphics\u003cbr\u003e\nHOUR 24: Writing Android Apps\u003c\/p\u003e\n\n\u003cp\u003ePART VII: Appendixes\u003cbr\u003e\nAPPENDIX A: Using the NetBeans Integrated Development Environment\u003cbr\u003e\nAPPENDIX B: Where to Go from Here: Java Resources\u003cbr\u003e\nAPPENDIX C: This Book’s Website\u003cbr\u003e\nAPPENDIX D: Setting Up an Android Development Environment, ISBN13: 9780672335754 ISBN10: 0672335751 Material Type: paperback\u003c\/p\u003e","brand":"CheapBookDepot","offers":[{"title":"Default Title","offer_id":51781632753971,"sku":"NC-STR_UBD_H0000OKX","price":10.15,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0748\/5086\/1363\/files\/41ibY3MJFWL.jpg?v=1753659621"},{"product_id":"using-excel-visual-basic-for-applications-special-edition","title":"Using Excel Visual Basic for Applications, Special Edition","description":"\u003cp\u003eUpdated to cover all the new features of VBA language and how to build robust applications with each of the pieces of Microsoft Office, this book leads the reader through the process of recording and modifying macros, introduces the reader to VBA language, and explains how to create stand-alone Windows applications., ISBN13: 9780789702692 ISBN10: 078970269X Material Type: paperback\u003c\/p\u003e","brand":"CheapBookDepot","offers":[{"title":"Default Title","offer_id":51785098756403,"sku":"CH_01-22-25_PHA_H0000163","price":28.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0748\/5086\/1363\/files\/510evLkcIFL.jpg?v=1753669123"},{"product_id":"vsam-for-the-cobol-programmer-concepts-cobol-jcl-idcams","title":"Vsam for the Cobol Programmer: Concepts, Cobol, Jcl, Idcams","description":"\u003cp\u003eThis short book has just one purpose: to teach you everything you need to know to handle VSAM files in your COBOL programs. 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