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Beyond the Basic Stuff with Python PDF Download

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Beyond the Basic Stuff with Python

Beyond the Basic Stuff with Python PDF Author: Al Sweigart
Publisher: No Starch Press
ISBN: 1593279671
Category : Computers
Languages : en
Pages : 384

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Book Description
BRIDGE THE GAP BETWEEN NOVICE AND PROFESSIONAL You've completed a basic Python programming tutorial or finished Al Sweigart's bestseller, Automate the Boring Stuff with Python. What's the next step toward becoming a capable, confident software developer? Welcome to Beyond the Basic Stuff with Python. More than a mere collection of advanced syntax and masterful tips for writing clean code, you'll learn how to advance your Python programming skills by using the command line and other professional tools like code formatters, type checkers, linters, and version control. Sweigart takes you through best practices for setting up your development environment, naming variables, and improving readability, then tackles documentation, organization and performance measurement, as well as object-oriented design and the Big-O algorithm analysis commonly used in coding interviews. The skills you learn will boost your ability to program--not just in Python but in any language. You'll learn: • Coding style, and how to use Python's Black auto-formatting tool for cleaner code • Common sources of bugs, and how to detect them with static analyzers • How to structure the files in your code projects with the Cookiecutter template tool • Functional programming techniques like lambda and higher-order functions • How to profile the speed of your code with Python's built-in timeit and cProfile modules • The computer science behind Big-O algorithm analysis • How to make your comments and docstrings informative, and how often to write them • How to create classes in object-oriented programming, and why they're used to organize code Toward the end of the book you'll read a detailed source-code breakdown of two classic command-line games, the Tower of Hanoi (a logic puzzle) and Four-in-a-Row (a two-player tile-dropping game), and a breakdown of how their code follows the book's best practices. You'll test your skills by implementing the program yourself. Of course, no single book can make you a professional software developer. But Beyond the Basic Stuff with Python will get you further down that path and make you a better programmer, as you learn to write readable code that's easy to debug and perfectly Pythonic Requirements: Covers Python 3.6 and higher

Beyond the Basic Stuff with Python

Beyond the Basic Stuff with Python PDF Author: Al Sweigart
Publisher: No Starch Press
ISBN: 1593279671
Category : Computers
Languages : en
Pages : 384

View

Book Description
BRIDGE THE GAP BETWEEN NOVICE AND PROFESSIONAL You've completed a basic Python programming tutorial or finished Al Sweigart's bestseller, Automate the Boring Stuff with Python. What's the next step toward becoming a capable, confident software developer? Welcome to Beyond the Basic Stuff with Python. More than a mere collection of advanced syntax and masterful tips for writing clean code, you'll learn how to advance your Python programming skills by using the command line and other professional tools like code formatters, type checkers, linters, and version control. Sweigart takes you through best practices for setting up your development environment, naming variables, and improving readability, then tackles documentation, organization and performance measurement, as well as object-oriented design and the Big-O algorithm analysis commonly used in coding interviews. The skills you learn will boost your ability to program--not just in Python but in any language. You'll learn: • Coding style, and how to use Python's Black auto-formatting tool for cleaner code • Common sources of bugs, and how to detect them with static analyzers • How to structure the files in your code projects with the Cookiecutter template tool • Functional programming techniques like lambda and higher-order functions • How to profile the speed of your code with Python's built-in timeit and cProfile modules • The computer science behind Big-O algorithm analysis • How to make your comments and docstrings informative, and how often to write them • How to create classes in object-oriented programming, and why they're used to organize code Toward the end of the book you'll read a detailed source-code breakdown of two classic command-line games, the Tower of Hanoi (a logic puzzle) and Four-in-a-Row (a two-player tile-dropping game), and a breakdown of how their code follows the book's best practices. You'll test your skills by implementing the program yourself. Of course, no single book can make you a professional software developer. But Beyond the Basic Stuff with Python will get you further down that path and make you a better programmer, as you learn to write readable code that's easy to debug and perfectly Pythonic Requirements: Covers Python 3.6 and higher

Beyond Basic Statistics

Beyond Basic Statistics PDF Author: Kristin H. Jarman
Publisher: John Wiley & Sons
ISBN: 1118856112
Category : Mathematics
Languages : en
Pages : 200

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Book Description
Features basic statistical concepts as a tool for thinking critically, wading through large quantities of information, and answering practical, everyday questions Written in an engaging and inviting manner, Beyond Basic Statistics: Tips, Tricks, and Techniques Every Data Analyst Should Know presents the more subjective side of statistics—the art of data analytics. Each chapter explores a different question using fun, common sense examples that illustrate the concepts, methods, and applications of statistical techniques. Without going into the specifics of theorems, propositions, or formulas, the book effectively demonstrates statistics as a useful problem-solving tool. In addition, the author demonstrates how statistics is a tool for thinking critically, wading through large volumes of information, and answering life’s important questions. Beyond Basic Statistics: Tips, Tricks, and Techniques Every Data Analyst Should Know also features: Plentiful examples throughout aimed to strengthen readers’ understanding of the statistical concepts and methods A step-by-step approach to elementary statistical topics such as sampling, hypothesis tests, outlier detection, normality tests, robust statistics, and multiple regression A case study in each chapter that illustrates the use of the presented techniques Highlights of well-known shortcomings that can lead to false conclusions An introduction to advanced techniques such as validation and bootstrapping Featuring examples that are engaging and non-application specific, the book appeals to a broad audience of students and professionals alike, specifically students of undergraduate statistics, managers, medical professionals, and anyone who has to make decisions based on raw data or compiled results.

Beyond Basics

Beyond Basics PDF Author: Keith Wyatt
Publisher: Alfred Music Publishing
ISBN: 9780769200378
Category : Music
Languages : en
Pages : 52

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Book Description
Covers choosing the right slide, open "blues" tuning, stylistic licks and patterns, using a capo, and the blues styles of Muddy Waters and Elmore James. Written in standard notation and tablature, this book includes 57 music examples.

PC Plus Beyond Basics

PC Plus Beyond Basics PDF Author: Standard & Poor's Compustat Services
Publisher:
ISBN:
Category : Corporations
Languages : en
Pages :

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Book Description


Beyond Basic Knitting

Beyond Basic Knitting PDF Author: Leigh Ann Chow
Publisher: Stackpole Books
ISBN: 0811750760
Category : Crafts & Hobbies
Languages : en
Pages : 128

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Book Description
Detailed information that builds on basic knitting techniques. How-to instructions complete with color photographs. Includes essential skills review and knitting resources list.

Beyond Basic Care

Beyond Basic Care PDF Author: Roy I. Brown
Publisher: Captus Press
ISBN: 9780921801955
Category : Handicapped Education Developing countries
Languages : en
Pages : 341

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Book Description


Data Pipelines with Apache Airflow

Data Pipelines with Apache Airflow PDF Author: Bas P. Harenslak
Publisher: Simon and Schuster
ISBN: 1617296902
Category : Computers
Languages : en
Pages : 480

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Book Description
Data Pipelines with Apache Airflow teaches you the ins-and-outs of the Directed Acyclic Graphs (DAGs) that power Airflow, and how to write your own DAGs to meet the needs of your projects. With complete coverage of both foundational and lesser-known features, when you're done you'll be set to start using Airflow for seamless data pipeline development and management. Pipelines can be challenging to manage, especially when your data has to flow through a collection of application components, servers, and cloud services. Airflow lets you schedule, restart, and backfill pipelines, and its easy-to-use UI and workflows with Python scripting has users praising its incredible flexibility. Data Pipelines with Apache Airflow takes you through best practices for creating pipelines for multiple tasks, including data lakes, cloud deployments, and data science. Data Pipelines with Apache Airflow teaches you the ins-and-outs of the Directed Acyclic Graphs (DAGs) that power Airflow, and how to write your own DAGs to meet the needs of your projects. With complete coverage of both foundational and lesser-known features, when you're done you'll be set to start using Airflow for seamless data pipeline development and management. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

Managing Your Personal Finances

Managing Your Personal Finances PDF Author: Joan S. Ryan
Publisher: Cengage Learning
ISBN: 1111781664
Category : Business & Economics
Languages : en
Pages : 752

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Book Description
While focusing on the student's role as citizen, student, family member, consumer, and active participant in the business world, Managing Your Personal Finances 6E informs students of their various financial responsibilities. This comprehensive text provides opportunities for self-awareness, expression, and satisfaction in a highly technical and competitive society. Students discover new ways to maximize their earning potential, develop strategies for managing their resources, explore skills for the wise use of credit, and gain insight into the different ways of investing money. Written specifically for high school students, special sections in each chapter hold student interest by focusing on current trends and issues consumers face in the marketplace. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.

Nutrition

Nutrition PDF Author: Lori A. Smolin
Publisher: John Wiley & Sons
ISBN: 1119577543
Category : Science
Languages : en
Pages : 976

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Book Description
Nutrition: Science and Applications, 3rd Canadian Edition, provides students with a strong foundational knowledge of human nutrition, covering all essential nutrients, their functions in the body, and their sources and dietary components. Presenting an innovative critical-thinking approach to the subject, this leading textbook goes beyond the basics to explore underlying nutrition processes while discussing the latest research, debates, and controversies related to nutrition and health. The text offers an accessible, visually-rich presentation of topics designed to be highly relevant and relatable to Canadian readers. The ideal text for college-level nutrition courses, this new edition features extensively revised and updated content throughout — aligning with the latest nutrition research, recommendations, guidelines, and Canadian government regulations. The authors real-world approach enables students to apply concepts of nutrition science in their own lives as consumers, and in their future careers as scientists and health professionals. Balanced coverage of fundamental nutrition topics integrates with comprehensive discussion of nutrient metabolism, health and disease relationships, dietary patterns, Canadian and global nutrition issues, and much more.

Improving Schooling for Language-Minority Children

Improving Schooling for Language-Minority Children PDF Author: Committee on Developing a Research Agenda on the Education of Limited English Proficient and Bilingual Students
Publisher: National Academies Press
ISBN: 0309522722
Category : Education
Languages : en
Pages : 476

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Book Description
How do we effectively teach children from homes in which a language other than English is spoken? In Improving Schooling for Language-Minority Children, a committee of experts focuses on this central question, striving toward the construction of a strong and credible knowledge base to inform the activities of those who educate children as well as those who fund and conduct research. The book reviews a broad range of studies--from basic ones on language, literacy, and learning to others in educational settings. The committee proposes a research agenda that responds to issues of policy and practice yet maintains scientific integrity. This comprehensive volume provides perspective on the history of bilingual education in the United States; summarizes relevant research on development of a second language, literacy, and content knowledge; reviews past evaluation studies; explores what we know about effective schools and classrooms for these children; examines research on the education of teachers of culturally and linguistically diverse students; critically reviews the system for the collection of education statistics as it relates to this student population; and recommends changes in the infrastructure that supports research on these students.

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