AP® Computer Science Principles Crash Course, 2nd Ed., Book + Online

AP® Computer Science Principles Crash Course, 2nd Ed., Book + Online

PDF AP® Computer Science Principles Crash Course, 2nd Ed., Book + Online Download

  • Author: Jacqueline Corricelli
  • Publisher: Research & Education Assoc.
  • ISBN: 0738612650
  • Category : Computers
  • Languages : en
  • Pages : 337

Study only what you need to know-REA's Crash Course targets just what's on the test so you can make the most of your study time. Get practical test-taking tips-boost your score with advice from expert AP® teachers who know the test from the inside out. Build confidence with our online practice exam-balanced to include every type of question you can expect on the actual exam, so you'll be prepared on test day. Book jacket.


AP® Computer Science Principles Crash Course

AP® Computer Science Principles Crash Course

PDF AP® Computer Science Principles Crash Course Download

  • Author: Jacque Corricelli
  • Publisher: Research & Education Assoc.
  • ISBN: 0738612340
  • Category : Study Aids
  • Languages : en
  • Pages : 306

AP® Computer Science Principles Crash Course® A Higher Score in Less Time! REA's AP® Computer Science Principles Crash Course® is the top choice for the last-minute studier or any Computer Science Principles student who wants a quick refresher on the course. Are you crunched for time? Have you started studying for your Advanced Placement® Computer Science Principles exam yet? How will you memorize everything you need to know before the test? Do you wish there was a fast and easy way to study for the exam AND boost your score? If this sounds like you, don't panic. REA's Crash Course for AP® Computer Science Principles is just what you need. Our Crash Course gives you: Targeted Review - Study Only What You Need to Know. The review is based on an in-depth analysis of the AP® Computer Science Principles course description outline and sample AP® test questions. It covers only the information tested on the exam, so you can make the most of your valuable study time. Expert Test-taking Strategies and Advice. Written by Jacqueline Corricelli, an award-winning AP® Computer Science Principles teacher and test development expert, the book gives you the topics and critical context that will matter most on exam day. Crash Course® relies on the author’s extensive analysis of the test’s structure and content. By following her advice, you can boost your score. REA's Online Practice Exam. Are you ready for your exam? Take REA's practice exam and find out. You'll get the benefits of timed testing, detailed explanations of answers, and automatic scoring analysis. Our practice exam is balanced to include every topic and type of question found on the actual AP® exam, so you'll be confident on test day. Whether you're cramming for the exam or reinforcing what you learn as you go through the course, this is the study guide every AP® Computer Science Principles student must have. About the Author Jacqueline Corricelli earned her B.A. in Mathematics and Statistics from the University of Connecticut and her M.S. in Mathematics Secondary Education at Westfield State University in Massachusetts. In 2013, she received the Presidential Award for Excellence in Mathematics and Science Teaching, the United States' highest honor for K-12 teachers of mathematics and science (including computer science). In 2017, she was one of just 10 teachers to be honored with the Computer Science Teaching Excellence Award. This international award is sponsored by Infosys Foundation USA; the Association for Computing Machinery, the world's leading computing society; and the Computer Science Teachers Association. Ms. Corricelli teaches AP Computer Science Principles at Conard High School, West Hartford, Connecticut, and serves as an independent consultant to the College Board for the AP Computer Science Principles Course.


Forthcoming Books

Forthcoming Books

PDF Forthcoming Books Download

  • Author: Rose Arny
  • Publisher:
  • ISBN:
  • Category : American literature
  • Languages : en
  • Pages : 1736


Data Science from Scratch

Data Science from Scratch

PDF Data Science from Scratch Download

  • Author: Joel Grus
  • Publisher: "O'Reilly Media, Inc."
  • ISBN: 1491904402
  • Category : Computers
  • Languages : en
  • Pages : 330

Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases


The Book of R

The Book of R

PDF The Book of R Download

  • Author: Tilman M. Davies
  • Publisher: No Starch Press
  • ISBN: 1593277792
  • Category : Computers
  • Languages : en
  • Pages : 833

The Book of R is a comprehensive, beginner-friendly guide to R, the world’s most popular programming language for statistical analysis. Even if you have no programming experience and little more than a grounding in the basics of mathematics, you’ll find everything you need to begin using R effectively for statistical analysis. You’ll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data and performing statistical tests and modeling. You’ll even learn how to create impressive data visualizations with R’s basic graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Dozens of hands-on exercises (with downloadable solutions) take you from theory to practice, as you learn: –The fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loops –Statistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in R –How to access R’s thousands of functions, libraries, and data sets –How to draw valid and useful conclusions from your data –How to create publication-quality graphics of your results Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R’s functionality. Make The Book of R your doorway into the growing world of data analysis.


The Data Science Design Manual

The Data Science Design Manual

PDF The Data Science Design Manual Download

  • Author: Steven S. Skiena
  • Publisher: Springer
  • ISBN: 3319554441
  • Category : Computers
  • Languages : en
  • Pages : 445

This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data. The Data Science Design Manual is a source of practical insights that highlights what really matters in analyzing data, and provides an intuitive understanding of how these core concepts can be used. The book does not emphasize any particular programming language or suite of data-analysis tools, focusing instead on high-level discussion of important design principles. This easy-to-read text ideally serves the needs of undergraduate and early graduate students embarking on an “Introduction to Data Science” course. It reveals how this discipline sits at the intersection of statistics, computer science, and machine learning, with a distinct heft and character of its own. Practitioners in these and related fields will find this book perfect for self-study as well. Additional learning tools: Contains “War Stories,” offering perspectives on how data science applies in the real world Includes “Homework Problems,” providing a wide range of exercises and projects for self-study Provides a complete set of lecture slides and online video lectures at www.data-manual.com Provides “Take-Home Lessons,” emphasizing the big-picture concepts to learn from each chapter Recommends exciting “Kaggle Challenges” from the online platform Kaggle Highlights “False Starts,” revealing the subtle reasons why certain approaches fail Offers examples taken from the data science television show “The Quant Shop” (www.quant-shop.com)


Principles of Management

Principles of Management

PDF Principles of Management Download

  • Author: David S. Bright
  • Publisher:
  • ISBN: 9781998109166
  • Category :
  • Languages : en
  • Pages : 0

Black & white print. Principles of Management is designed to meet the scope and sequence requirements of the introductory course on management. This is a traditional approach to management using the leading, planning, organizing, and controlling approach. Management is a broad business discipline, and the Principles of Management course covers many management areas such as human resource management and strategic management, as well as behavioral areas such as motivation. No one individual can be an expert in all areas of management, so an additional benefit of this text is that specialists in a variety of areas have authored individual chapters.


DSLs in Action

DSLs in Action

PDF DSLs in Action Download

  • Author: Debasish Ghosh
  • Publisher: Simon and Schuster
  • ISBN: 1638351171
  • Category : Computers
  • Languages : en
  • Pages : 544

Your success—and sanity—are closer at hand when you work at a higher level of abstraction, allowing your attention to be on the business problem rather than the details of the programming platform. Domain Specific Languages—"little languages" implemented on top of conventional programming languages—give you a way to do this because they model the domain of your business problem. DSLs in Action introduces the concepts and definitions a developer needs to build high-quality domain specific languages. It provides a solid foundation to the usage as well as implementation aspects of a DSL, focusing on the necessity of applications speaking the language of the domain. After reading this book, a programmer will be able to design APIs that make better domain models. For experienced developers, the book addresses the intricacies of domain language design without the pain of writing parsers by hand. The book discusses DSL usage and implementations in the real world based on a suite of JVM languages like Java, Ruby, Scala, and Groovy. It contains code snippets that implement real world DSL designs and discusses the pros and cons of each implementation. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book. What's Inside Tested, real-world examples How to find the right level of abstraction Using language features to build internal DSLs Designing parser/combinator-based little languages


Computer Networking: A Top-Down Approach Featuring the Internet, 3/e

Computer Networking: A Top-Down Approach Featuring the Internet, 3/e

PDF Computer Networking: A Top-Down Approach Featuring the Internet, 3/e Download

  • Author: James F. Kurose
  • Publisher: Pearson Education India
  • ISBN: 9788177588781
  • Category : Computer networks
  • Languages : en
  • Pages : 820


Transportation Decision Making

Transportation Decision Making

PDF Transportation Decision Making Download

  • Author: Kumares C. Sinha
  • Publisher: John Wiley & Sons
  • ISBN: 1118169662
  • Category : Technology & Engineering
  • Languages : en
  • Pages : 576

This pioneering text provides a holistic approach to decisionmaking in transportation project development and programming, whichcan help transportation professionals to optimize their investmentchoices. The authors present a proven set of methodologies forevaluating transportation projects that ensures that all costs andimpacts are taken into consideration. The text's logical organization gets readers started with asolid foundation in basic principles and then progressively buildson that foundation. Topics covered include: Developing performance measures for evaluation, estimatingtravel demand, and costing transportation projects Performing an economic efficiency evaluation that accounts forsuch factors as travel time, safety, and vehicle operatingcosts Evaluating a project's impact on economic development and landuse as well as its impact on society and culture Assessing a project's environmental impact, including airquality, noise, ecology, water resources, and aesthetics Evaluating alternative projects on the basis of multipleperformance criteria Programming transportation investments so that resources can beoptimally allocated to meet facility-specific and system-widegoals Each chapter begins with basic definitions and concepts followedby a methodology for impact assessment. Relevant legislation isdiscussed and available software for performing evaluations ispresented. At the end of each chapter, readers are providedresources for detailed investigation of particular topics. Theseinclude Internet sites and publications of international anddomestic agencies and research institutions. The authors alsoprovide a companion Web site that offers updates, data foranalysis, and case histories of project evaluation and decisionmaking. Given that billions of dollars are spent each year ontransportation systems in the United States alone, and that thereis a need for thorough and rational evaluation and decision makingfor cost-effective system preservation and improvement, this textshould be on the desks of all transportation planners, engineers,and educators. With exercises in every chapter, this text is anideal coursebook for the subject of transportation systems analysisand evaluation.