causal inference in python matheus facure

In this book, author Matheus Facure explains the untapped potential of causal inference for estimating impacts and effects.

Objev podobné jako Causal Inference in Python - Matheus Facure

When you know the cause of an event, you can affect its outcome. This accessible introduction to causal inference shows you how to determine causality and estimate effects using statistics and machine learning.In Causal Inference for Data Science you will learn how to: Model reality using causal graphs Estimate causal effects using statistical and machine learning techniques Determine when to use A/B tests, causal inference, and machine learning Explain and assess objectives, assumptions, risks, and limitations Determine if you have enough variables for your analysis It''s possible to predict events without knowing what causes them. Understanding causality allows you both to make data-driven predictions and also intervene to affect the outcomes. Causal Inference for Data Science shows you how to build data science tools that can identify the root cause of trends and events. You''ll learn how to interpret historical data, understand customer behaviors, and empower management to apply optimal decisions.

Objev podobné jako Causal Inference for Data Science - Aleix de Villa

A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning.The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a self-contained and concise introduction to causal models and how to learn them from data.After explaining the need for causal models and discussing some of the principles underlying causal inference, the book teaches readers how to use causal models: how to compute intervention distributions, how to infer causal models from observational and interventional data, and how causal ideas could be exploited for classical machine learning problems. All of these topics are discussed first in terms of two variables and then in the more general multivariate case. The bivariate case turns out to be a particularly hard problem for causal learning because there are no conditional independences as used by classical methods for solving multivariate cases. The authors consider analyzing statistical asymmetries between cause and effect to be highly instructive, and they report on their decade of intensive research into this problem. The book is accessible to readers with a background in machine learning or statistics, and can be used in graduate courses ... Unknown localization key: "more"

Objev podobné jako Elements of Causal Inference - Bernhard Scholkopf, Jonas Peters, Dominik Janzing

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Classic Computer Science Problems in Python presents dozens of coding challenges, ranging from simple tasks like finding items in a list with a binary sort algorithm to clustering data using k-means. Classic Computer Science Problems in Python deepens your Python language skills by challenging you with time-tested scenarios, exercises, and algorithms. As you work through examples in search, clustering, graphs, and more, you''ll remember important things you''ve forgotten and discover classic solutions to your "new" problems Key Features · Breadth-first and depth-first search algorithms · Constraints satisfaction problems · Common techniques for graphs · Adversarial Search · Neural networks and genetic algorithms · Written for data engineers and scientists with experience using Python. For readers comfortable with the basics of Python About the technology Python is used everywhere for web applications, data munging, and powerful machine learning applications. Even problems that seem new or unique stand on the shoulders of classic algorithms, coding techniques, and engineering principles. Master these core skills, and you’ll be ready to use Python for AI, data-centric programming, deep learning, and the other challenges you’ll face as you grow your skill as a programmer. David Kopec teaches at Champlain College in Burlington, VT and is the ... Unknown localization key: "more"

Objev podobné jako Classic Computer Science Problems in Python - David Kopec

Everything you need to know to get into Python coding, with 7 books in one Python All-in-One For Dummies is your one-stop source for answers to all your Python questions. From creating apps to building complex web sites to sorting big data, Python provides a way to get the work done. This book is great as a starting point for those new to coding, and it also makes a perfect reference for experienced coders looking for more than the basics. Apply your Python skills to data analysis, learn to write AI-assisted code using GitHub CoPilot, and discover many more exciting uses for this top programming language. Get started coding in Python—even if you’re new to computer programmingReference all the essentials and the latest updates, so your code is air-tightLearn how Python can be a solution for large-scale projects and big datasetsAccelerate your career path with this comprehensive guide to learning PythonExperienced and would-be coders alike will love this easy-to-follow guide to learning and applying Python.

Objev podobné jako Python All-in-One For Dummies - Alan Simpson, John C. Shovic

Ensure every student can become fluent in Python with this highly practical guide that will help them understand the theory and logic behind coding.Written for 14-16-year olds by a leading Python specialist and teacher, and aligned to curriculum requirements, this essential Student Book provides numerous practice questions and coding problems that can be completed as homework or during class - plus answers can be found online at www.hoddereducation.co.uk/pythonextrasHow to Code in Python will:> Provide hundreds of coding examples, puzzles and problem-solving tasks to strengthen computational thinking skills required for GCSE, iGCSE and National 4 / 5 success> Help students become proficient in computational thinking and problem-solving using Python> Provide easy-to-follow explanations of concepts and terminology> Feature plenty of opportunities for self-assessment with solutions to coding problems available onlineThis unique book can be broken down into three key features:> Code theory and explanations (worked examples) in a fun and accessible way> Computational thinking puzzles for the reader to solve; this will greatly improve students'' ability to read code and predict its effect and output when run> Programming problems where the reader has to write a program to solve given scenariosGreg Reid is a very experienced Computer Science teacher in Scotland, who ... Unknown localization key: "more"

Objev podobné jako How to code in Python: GCSE, iGCSE, National 4/5 and Higher - Greg Reid

Microservice APIs in Python shares successful strategies and techniques for designing Microservices systems, with a particular emphasis on creating easy-to-consume APIs.This practical guide focuses on implementation over philosophizing and has just enough theory to get you started. You''ll quickly go hands on designing the architecture for a microservices platform, produce standard specifications for REST and GraphQL APIs, and bake in authentication features to keep your APIs secure. Written in a framework-agnostic manner, its universal principles of API and microservices design can easily be applied to your favorite stack and toolset. About the TechnologyStandard Python web applications, such as those you''d typically build with Django or Flask, can be hard to scale and maintain when built as monoliths. Microservices design makes it possible to isolate key features and functionality as independently written and maintained services. To take advantage of this more resilient architecture, you need to learn the patterns, frameworks, and tools that make Python-based microservices easy to build and manage.

Objev podobné jako Microservice APIs in Python - Jose Peralta

In today''s data-driven world, the ability to extract meaningful insights from vast datasets is crucial for success in various fields. This ultimate book for mastering open-source libraries of data science in Python equips you with the essential tools and techniques to navigate the ever-evolving field of data analysis and visualization. Discover how to use Python libraries like NumPy, Pandas, and Matplotlib for data manipulation, analysis, and visualization. This book also covers scientific computing with SciPy and integrates ChatGPT to boost your data science workflow. Designed for data scientists, analysts, and beginners, it offers a practical, hands-on approach to mastering data science fundamentals. With real-world applications and exercises, you will turn raw data into actionable insights, gaining a competitive edge. This book covers everything you need, including open-source libraries, Visual Explorer tools, and ChatGPT, making it a one-stop resource for Python-based data science.

Objev podobné jako Ultimate Data Science Programming in Python - Saurabh Chandrakar

Python Workout presents 50 exercises designed to deepen the reader’s skill with Python. Readers will not only tackle exercises using built-in data structures, but also more advanced techniques, such as functional programming, object-oriented programming, iterators, and generators. With each engaging challenge, readers will practice a new skill and learn how to apply it to everyday coding tasks. Key Features 50 hands-on exercises and solutions Basic Python sequence types Python dictionaries and sets Functional programming in Python Creating your own classes Working with Python objects Generator functions Intended for readers with basic Python skills. About the technology Python is a versatile, elegant, general purpose programming language. Essential for data analysis, web development, artificial intelligence, games, desktop apps, and more, Python skills are a hot commodity. Reuven M. Lerner, an independent consultant for more than two decades, teaches Python, data science, and Git to companies around the world. His Better developers newsletter and blog are read by thousands of Python developers each week. Reuven has written a monthly column, “At the Forge,” for Linux Journal since 1996 and is a panellist on the weekly Freelancers Show podcast. Reuven lives with his wife and three children in Modi’in, Israel, and can be reached ... Unknown localization key: "more"

Objev podobné jako Python Workout - Reuven Lerner

Master the art of Python programming with 125 actionable best practices to write more efficient, readable, and maintainable code. Â Python is a versatile and powerful language, but leveraging its full potential requires more than just knowing the syntax. Effective Python: 125 Specific Ways to Write Better Python, 3rd Edition is your comprehensive guide to mastering Python's unique strengths and avoiding its hidden pitfalls. This updated edition builds on the acclaimed second edition, expanding from 90 to 125 best practices that are essential for writing high-quality Python code. Â Drawing on years of experience at Google, Brett Slatkin offers clear, concise, and practical advice for both new and experienced Python developers. Each item in the book provides insight into the "Pythonic" way of programming, helping you understand how to write code that is not only effective but also elegant and maintainable. Whether you're building web applications, analyzing data, writing automation scripts, or training AI models, this book will equip you with the skills to make a significant impact using Python. Â Key Features of the 3rd Edition: Expanded Content: Now with 125 actionable guidelines, including 35 entirely new items. Updated Best Practices: Reflects the latest features in Python releases up ... Unknown localization key: "more"

Objev podobné jako Effective Python - Brett Slatkin

A fun and practical guide to learning Python with a special focus on data science, web scraping, and web applications In Unlocking Python: A Comprehensive Guide for Beginners, veteran software engineer, educator, and author Ryan Mitchell delivers an intuitive, engaging, and practical roadmap to Python programming. The author walks you through the vocabulary, tools, foundational knowledge, and occasional pop-culture references you'll need to hone your skills with this popular programming language. You'll learn how to install and run Python on your own machine, get up and coding with the language quickly, and best practices for programming both independently and in the workplace. You'll also find: Key concepts in computer and data science explained from the ground upAdvanced Python topics such as logging, unit testing, multiprocessing, and interacting with databases. Introductions to some of Python's most popular third-party libraries: Flask, Django, Scrapy, Scikit-Learn, Numpy, and PandasAmusing anecdotes from the trenches of industry Perfect for tech-savvy professionals at any stage of their careers who are interested in diving into Python programming. Unlocking Python is also a must-read for readers who work in a technical role but are interested in getting more directly involved with programming, as well as non-Python programmers who want ... Unknown localization key: "more"

Objev podobné jako Unlocking Python - Ryan Mitchell

A 2-book bundle that adds up to success in basic math and pre-algebra People of all ages — from students in a math class to adults using math in the real world — often dislike ever having to use arithmetic, fractions, decimals, percentages, geometry, and so on. Math is all around us, but it doesn't have to be hard. Basic Math & Pre-Algebra For Dummies and Basic Math & Pre-Algebra Workbook For Dummies with Online Practice is a two-book bundle designed to help you improve your math skills whether you're a student tackling math homework or preparing for a test or an adult who wants to improve their own skills or help someone else learn to love numbers. Basic Math & Pre-Algebra For Dummies provides mathematical and algebraic concepts into easy-to-understand sections. You'll learn to: Master addition, subtraction, multiplication, and divisionWrangle the three E's of math: equations, expressions, and evaluationNever fear a word problem again (even ones with fractions, decimals, and percents)Know your prime numbers from composite numbersGet your mind around factors and multiplesLearn the parts of a fraction and how to add, subtract, multiply, and divide fractionsUnderstand scientific notation and how to use itDiscover the X in algebraAnd so ... Unknown localization key: "more"

Objev podobné jako Basic Math & Pre-Algebra For Dummies Book + Workbook Bundle - Mark Zegarelli

You Will Learn Python! Zed Shaw has created the world''s most reliable system for learning Python. Follow it and you will succeed--just like the millions of beginners Zed has taught to date! You bring the discipline, persistence, and attention; the author supplies the masterful knowledge you need to succeed. In Learn Python the Hard Way, Fifth Edition, you''ll learn Python by working through 60 lovingly crafted exercises. Read them. Type in the code. Run it. Fix your mistakes. Repeat. As you do, you''ll learn how a computer works, how to solve problems, and how to enjoy programming . . . even when it''s driving you crazy. Install a complete Python environment Organize and write code Fix and break code Basic mathematics Strings and text Interact with users Work with files Looping and logic Object-oriented programming Data structures using lists and dictionaries Modules, classes, and objects Python packaging Automated testing Basic SQL for Data Science Web scraping Fixing bad data (munging) The "Data" part of "Data Science" It''ll be frustrating at first. But if you keep trying, you''ll get it--and it''ll feel amazing! This course will reward you for every minute you put into it. Soon, you''ll know one of the ... Unknown localization key: "more"

Objev podobné jako Learn Python the Hard Way - Zed Shaw

Put math manipulatives to work in your classroom and make teaching and learning math both meaningful and productive. Would you like to bring math learning to life and make it more concrete, relevant, and accessible to your students? Do you wish you could do more with the manipulatives buried in your supply closet? Do you want to more effectively use virtual manipulatives in your distance learning? Whether physical or virtual, commercial or home-made, manipulatives are a powerful learning tool to help students discover and represent mathematical concepts. Mastering Math Manipulatives includes everything you need to integrate math manipulatives—both concrete and virtual—into math learning. Each chapter of this richly illustrated, easy-to-use guide focuses on a different powerful tool, such as two-color counters, linking cubes, base ten blocks, fraction manipulatives, pattern blocks, tangrams, geometric solids, and others, and includes a set of activities that demonstrate the many ways teachers can leverage manipulatives to model and reinforce math concepts for all learners. It features: Classroom strategies for introducing math manipulatives, including commercial, virtual, and hand-made manipulatives, into formal math instruction. Step-by-step instructions for 75 activities that work with any curriculum, including four-color photos, printable work mats, and demonstration videos. Handy charts that sort ... Unknown localization key: "more"

Objev podobné jako Mastering Math Manipulatives, Grades K-3 - Kimberly Rimbey, Sara Delano Moore

For courses in Python programming. A clear and student-friendly introduction to Python Starting Out with Python® introduces programming concepts and problem-solving skills using Tony Gaddis'' accessible approach. Control structures are discussed before classes to familiarize new programmers with the fundamentals. Every chapter includes easy-to-read code listings, practical examples, and application exercises to help students gain confidence in their skills and learn to recognize the logic of developing high-quality programs. The 6th Edition is thoroughly updated with new language features and functionality for versions of Python up through Python 3.9. Hallmark features of this title Student-friendly presentation Written for novice programmers, Gaddis uses easy-to-understand language to introduce concepts. Control structures are explained, then classes and GUI applications. Optional turtle graphics sections are extremely effective at teaching the procedural steps of programming to beginners. Student-focused features Hundreds of example programs explore specific topics or more involved problem solving. Students can run the programs themselves using the source code. In the Spotlight case studies analyze how to solve a programming problem in step-by-step detail. Checkpoints and review questions let students test their understanding at regular intervals. Programming exercises offer hands-on practice opportunities at the end of each chapter. New and updated features of ... Unknown localization key: "more"

Objev podobné jako Starting Out with Python, Global Edition - Tony Gaddis

Take math instruction to the next level by truly meeting the needs of ALL learnersToday′s classrooms are more diverse than ever, and teachers face the challenge of meeting not only the academic needs of their students but also their social and emotional growth. Math Workshop Plus, Grades K-8 by Alison J. Mello and Dr. Nicki Newton is here to help educators elevate their math instruction for all learners by more intentionally integrating Universal Design for Learning (UDL) and Social and Emotional Learning (SEL) into the popular Math Workshop model.By reimagining Math Workshop through an equity lens, this book offers practical guidance to designing instruction that meets every child where they are. It addresses unfinished learning, fostering positive math identities, and building the competencies students need to succeed academically and socially.Offering an actionable approach to promote learning environments where every student can thrive, Math Workshop Plus, Grades K-8 includes Practical strategies to seamlessly incorporate UDL and SEL into your Math Workshop for more accessible and inclusive instruction. Classroom-ready resources such as example activities, vignettes, and tools at all grade levels to help you implement changes immediately. Guidance for fostering equity by meeting the diverse needs of all learners, including strategies for ... Unknown localization key: "more"

Objev podobné jako Math Workshop Plus, Grades K-8 - Alison Mello, Nicki Newton

Fast Python for Data Science is a hands-on guide to writing Python code that can process more data, faster, and with less resources. It takes a holistic approach to Python performance, showing you how your code, libraries, and computing architecture interact and can be optimized together. Written for experienced practitioners, Fast Python for Data Science dives right into practical solutions for improving computation and storage efficiency. You''ll experiment with fun and interesting examples such as rewriting games in lower-level Cython and implementing a MapReduce framework from scratch. Finally, you''ll go deep into Python GPU computing and learn how modern hardware has rehabilitated some former antipatterns and made counterintuitive ideas the most efficient way of working. About the technologyFast, accurate systems are vital for handling the huge datasets and complex analytical algorithms that are common in modern data science. Python programmers need to boost performance by writing faster pure-Python programs, optimizing the use of libraries, and utilizing modern multi-processor hardware; Fast Python for Data Science shows you how.

Objev podobné jako Fast Python for Data Science - Tiago Antao

Python for Scientific Computing and Artificial Intelligence is split into 3 parts: in Section 1, the reader is introduced to the Python programming language and shown how Python can aid in the understanding of advanced High School Mathematics. In Section 2, the reader is shown how Python can be used to solve real-world problems from a broad range of scientific disciplines. Finally, in Section 3, the reader is introduced to neural networks and shown how TensorFlow (written in Python) can be used to solve a large array of problems in Artificial Intelligence (AI).This book was developed from a series of national and international workshops that the author has been delivering for over twenty years. The book is beginner friendly and has a strong practical emphasis on programming and computational modelling.Features:No prior experience of programming is requiredOnline GitHub repository available with codes for readers to practiceCovers applications and examples from biology, chemistry, computer science, data science, electrical and mechanical engineering, economics, mathematics, physics, statistics and binary oscillator computingFull solutions to exercises are available as Jupyter notebooks on the WebSupport MaterialGitHub Repository of Python Files and Notebooks: https://github.com/proflynch/CRC-Press/Solutions to All Exercises:Section 1: An Introduction to Python: https://drstephenlynch.github.io/webpages/Solutions_Section_1.htmlSection 2: Python for Scientific Computing: ... Unknown localization key: "more"

Objev podobné jako Python for Scientific Computing and Artificial Intelligence - Stephen Lynch

Discover practical solutions for a wide range of real-world network programming tasksAbout This Book• Solve real-world tasks in the area of network programming, system/networking administration, network monitoring, and more. • Familiarize yourself with the fundamentals and functionalities of SDN• Improve your skills to become the next-gen network engineer by learning the various facets of Python programmingWho This Book Is ForThis book is for network engineers, system/network administrators, network programmers, and even web application developers who want to solve everyday network-related problems. If you are a novice, you will develop an understanding of the concepts as you progress with this book. What You Will Learn• Develop TCP/IP networking client/server applications• Administer local machines' IPv4/IPv6 network interfaces• Write multi-purpose efficient web clients for HTTP and HTTPS protocols• Perform remote system administration tasks over Telnet and SSH connections• Interact with popular websites via web services such as XML-RPC, SOAP, and REST APIs• Monitor and analyze major common network security vulnerabilities• Develop Software-Defined Networks with Ryu, OpenDaylight, Floodlight, ONOS, and POX Controllers• Emulate simple and complex networks with Mininet and its extensions for network and systems emulations• Learn to configure and build network systems and Virtual Network Functions (VNF) in heterogeneous deployment environments• Explore ... Unknown localization key: "more"

Objev podobné jako Python Network Programming Cookbook - - Dr. M. O. Faruque Sarker, Pradeeban Kathiravelu

Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.10 and pandas 1.4, the third edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You'll learn the latest versions of pandas, NumPy, and Jupyter in the process.Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. It's ideal for analysts new to Python and for Python programmers new to data science and scientific computing. Data files and related material are available on GitHub.Use the Jupyter notebook and IPython shell for exploratory computingLearn basic and advanced features in NumPyGet started with data analysis tools in the pandas libraryUse flexible tools to load, clean, transform, merge, and reshape dataCreate informative visualizations with matplotlibApply the pandas groupby facility to slice, dice, and summarize datasetsAnalyze and manipulate regular and irregular time series dataLearn how to solve real-world data analysis problems with thorough, detailed examples

Objev podobné jako Python for Data Analysis 3e - Wes McKinney

Coding with Python – Create Amazing Graphics introduces coding in Python through a variety of projects. Each one teaches new coding concepts and results in some amazing graphics.Python is a powerful, text-based programming language essential to grasp for serious coding but can be dull to learn. This book focuses on inspired learning. Step-by-step, it illustrates how to use Python code to create exciting and colourful graphics — making learning Python great fun!Learn Python code to:Use random numbers to create unique artworkMix colours together using variables to create amazing effectsUse loops to repeat your code and create intricate patternsCode your own functions and build up your own designs

Objev podobné jako Coding with Python - Create Amazing Graphics - Max Wainewright

Make math learning both meaningful and fun by building on children’s natural curiosity to help them grow into confident problem solvers and investigators of math concepts. Using five math-related questions children wonder about as a framework, this book helps you go deeper into everyday math with children by offering:A basic overview of math ideas behind matching and sorting, patterns, number sense, measuring, and spatial relationships20 activities appropriate for children in preschool and kindergarten based on new and classic children’s books, games, and classroom routinesSuggestions for individualizing activities for diverse learnersRecommendations for more than 75 children’s books that encourage math-rich thinking and investigationExamples of intentional questions, comments, and conversations that stretch and focus children’s understanding of math concepts Empower yourself with the guidance and ideas in this practical resource to use play and storytelling to challenge children to think more complexly about the math in everything they see, hear, and do.

Objev podobné jako Where's the Math? - Laura Grandau, Mary Hynes-Berry

Get your child back on track in math class!This full-color book offers easy-to-follow instruction and practice to support second grade students who are struggling in math. Build confidence and ensure future success by working on grade-level proficiency with targeted math activities developed by teachers. Age-appropriate examples help students learn counting, place value, addition, subtraction, word problems, measurement, graphs, shapes, fractions, time, and money.Catch-Up Math Second Grade Provides:Instructional pages that break down big concepts with explanations and examples.Coaching videos for additional support and visual learning.Practice pages for strengthening math skills.Review pages for retention of math knowledge.A detailed answer key for checking work and progress.Help your child catch up and feel confident in future math classes with this engaging book!

Objev podobné jako Catch-Up Math: 2nd Grade - Christine Dugan

Get your child back on track in math! :This book offers easy-to-follow instruction and practice to support Kindergarten students who are struggling in math. Build confidence and ensure future success by working on grade-level proficiency with targeted math activities developed by teachers. Age-appropriate examples help students learn counting, place value, addition, subtraction, word problems, measurement, graphs, shapes, fractions, time, and money.Catch-Up Math Kindergarten Provides:Instructional pages that break down big concepts with explanations and examples.Coaching videos for additional support and visual learning.Practice pages for strengthening math skills.Review pages for retention of math knowledge.A detailed answer key for checking work and progress.Help your child catch up and feel confident in future math classes with this engaging book!

Objev podobné jako Catch-Up Math: Kindergarten - Chandra Prough, Chandra C. Prough

Get your child back on track in math class! This full-color book offers easy-to-follow instruction and practice to support first grade students who are struggling in math. Build confidence and ensure future success by working on grade-level proficiency with targeted math activities developed by teachers. Age-appropriate examples help students learn counting, place value, addition, subtraction, word problems, measurement, graphs, shapes, fractions, time, and money.Catch-Up Math First Grade Provides:Instructional pages that break down big concepts with explanations and examples.Coaching videos for additional support and visual learning.Practice pages for strengthening math skills.Review pages for retention of math knowledge.A detailed answer key for checking work and progress.Help your child catch up and feel confident in future math classes with this engaging book!

Objev podobné jako Catch-Up Math: 1st Grade - Kristin Kemp

The no-nonsense way to get started coding in the Python programming language Python Essentials For Dummies is a quick reference to all the core concepts in Python, the multifaceted general-purpose language used for everything from building websites to creating apps. This book gets right to the point, with no excess review, wordy explanations, or fluff, making it perfect as a desk reference on the job or as a brush-up as you expand your skills in related areas. Focusing on just the essential topics you need to know to brush up or level up your Python skill, this is the reliable little book you can always turn to for answers. Get a quick and thorough intro to the basic concepts of coding in PythonReview what you've already learned or pick up essential new skillsCreate websites, software, machine learning, and automation for school or workKeep this concise reference book handy for jogging your memory as you code This portable Dummies Essentials book focuses on the key topics you need to know about the popular Python language. Great for supplementing a course, reviewing for a certification, or staying knowledgeable on the job.

Objev podobné jako Python Essentials For Dummies - Alan Simpson, John C. Shovic

Use the Infrastructure as Code (IaC) approach to automate, test, and streamline infrastructure for mission-critical applications.In Essential Infrastructure as Code youwill learn how to: Optimize infrastructure for modularity and isolate dependencies Test infrastructure configuration Mitigate, troubleshoot, and isolate failed infrastructure changes Collaborate across teams on infrastructure development Update infrastructure with minimal downtime using blue-green deployments Scale infrastructure systems supporting multiple business units Use patterns for provisioning tools, configuration management, and image building Deliver secure infrastructure configuration to production Essential Infrastructure as Code teaches you how to automate software infrastructure by capturing your desired configurations as a set of scripts.You''ll learn how to create, test, and deploy infrastructure components in a way that''s easy to scale and share across an entire organization. While the patterns and techniques are tool agnostic, you''ll appreciate the easy-to-follow examples in Python and Terraform. A system administrator or infrastructure engineer will learn essential software development practices for managing IaC, while developers will benefit from in-depth coverage of assembling and monitoring infrastructure as part of DevOps culture.

Objev podobné jako Infrastructure as Code, Patterns and Practices: With examples in Python and Terraform - Rosemary Wang

Become proficient and efficient with Visual Studio Code and learn how to integrate all your external tools! Visual Studio Code for Python Programmers helps Python developers become not just familiar, but productive in Visual Studio Code. To start, you’ll find the steps for installing Visual Studio Code on Windows, Mac and Linux platforms, along with an introduction to the editing features of the workspace. Coverage of more advanced functionality includes managing source code, debugging, unit testing, and Jupyter Notebook support. The book finishes with a walk-through of real-world projects which utilize Visual Studio Code features introduced in the book. For developers, the choice of an editor is a very personal one. You have idiosyncratic needs and wants that are unique to you as a developer. This book will help you learn how to customize Visual Studio Code to meet your needs and Python development workflow. Introduces you to the features of the Visual Studio Code workspace and how those features can be customizedDemonstrates how Visual Studio Code allows you to choose your structure according to your needsCovers editing code in Python, including syntax highlighting, code completion, object definition, refactoring, and code navigationDescribes Git integration and how to perform common Git ... Unknown localization key: "more"

Objev podobné jako Visual Studio Code for Python Programmers - April Speight

For courses in Python Programming Now in its 3rd Edition, Practice of Computing Using Python continues to introduce both majors and non-majors taking CS1 courses to computational thinking using Python, with a strong emphasis on problem solving through computer science. The authors have chosen Python for its simplicity, powerful built-in data structures, advanced control constructs, and practicality. The text is built from the ground up for Python programming, rather than having been translated from Java or C++. Focusing on data manipulation and analysis as a theme, the text allows students to work on real problems using Internet-sourced or self-generated data sets that represent their own work and interests. The authors also emphasise program development and provide both majors and non-majors with a practical foundation in programming that will be useful in their respective fields. Among other changes, the 3rd Edition incorporates a switch to the Anaconda distribution, the SPYDER IDE, and a focus on debugging and GUIs.

Objev podobné jako Practice of Computing Using Python, The, Global Edition - Richard Enbody, William Punch

If you''ve ever spent hours renaming files or updating hundreds of spreadsheet cells, you know how tedious tasks like these can be. But what if you could have your computer do them for you? In this fully revised edition of the best-selling classic Automate the Boring Stuff with Python, you''ll learn how to use Python to write programs that do in minutes what would take you hours to do by hand - no prior programming experience required. You''ll learn the basics of coding in Python and explore the language''s rich library of modules for performing specific tasks, like scraping data from websites, searching for text across multiple files, and merging, watermarking, or encrypting PDFs. The third edition includes: Expanded coverage of developer techniques, like creating command line programs; Updated examples and new projects; Additional chapters about working with SQLite databases, speech-recognition technology, video and audio editing, and text-to-speech capabilities; Simplified explanations (based on reader feedback) of beginner programming concepts, like loops and conditionals. Even if you''ve never written a line of code, Automate the Boring Stuff with Python, 3rd Edition will teach you how to make your computer take on tedious tasks and do all your grunt work - the ... Unknown localization key: "more"

Objev podobné jako Automate the Boring Stuff with Python, 3rd Edition - Al Sweigart

Cracking Secret Codes with Python is a hands-on introduction to Python that teaches readers how to make and hack cipher programs, which are used to encrypt secret messages. It covers ciphers like the Caesar cipher, transposition cipher, and the RSA cipher, and teaches readers how to test and hack them. For every program, Sweigart provides the full source code and then walks readers through it, explaining how every line works. Along the way, readers will learn Python fundamentals - and by the book''s end, they''ll have a solid foundation in Python and some fun programs under their belt.

Objev podobné jako Cracking Codes With Python - Al Sweigart

This book is a straightforward guide to the Python programming language and programming techniques. It covers all of the practical programming skills that may be required up to GCSE level. It is suitable for both experienced programmers, students or individuals with very little or no programming experience in other languages.

Objev podobné jako Learning to Program in Python - PM Heathcote

Since its initial debut in 2015, this critically acclaimed quick-start guide to programming has taught millions of people all over the world to write clean code, solve problems, and build custom applications in the popular language of Python. The highly anticipated third edition of Python Crash Course has been completely revised with updated code, practices, and projects-making it the ultimate launchpad for beginners to start their engines and code in Python 3!

Objev podobné jako Python Crash Course, 3rd Edition - Eric Matthes

In this second edition of Automate the Boring Stuff with Python, you''ll learn the basics of programming in Python, the fastest growing programming language today, before moving on to create Python programs that effortlessly perform useful and impressive feats of automation. This updated edition is full of step-by-step instructions that walk through each programme. Practice projects at the end of each chapter challenge you to improve those programmes and use your newfound skills to automate similar tasks.

Objev podobné jako Automate the Boring Stuff with Python, 2nd Edition - Al Sweigart

Python is today''s fastest growing programming language. This engaging and refreshingly different guide breaks down the skills into clear step-by-step chunks and explains the theory using brief easy-to-understand language. Rather than bamboozling readers with pages of mind-numbing technical jargon, this book includes 150 practical challenges, putting the power in the reader''s hands. Through creating programs to solve these challenges the reader will quickly progress from mastering the basics to confidently using subroutines, a graphical user interface, and linking to external text, csv and SQL files. This book is perfect for anyone who wants to learn how to program with Python. In particular, students starting out in computer science and teachers who want to improve their confidence in Python will find here a set of ready-made challenges for classroom use.

Objev podobné jako Python by Example - Nichola Lacey

This book is intended to serve as a bridge in statistics for graduates and business practitioners interested in using their skills in the area of data science and analytics as well as statistical analysis in general. On the one hand, the book is intended to be a refresher for readers who have taken some courses in statistics, but who have not necessarily used it in their day-to-day work. On the other hand, the material can be suitable for readers interested in the subject as a first encounter with statistical work in Python. Statistics and Data Visualisation with Python aims to build statistical knowledge from the ground up by enabling the reader to understand the ideas behind inferential statistics and begin to formulate hypotheses that form the foundations for the applications and algorithms in statistical analysis, business analytics, machine learning, and applied machine learning. This book begins with the basics of programming in Python and data analysis, to help construct a solid basis in statistical methods and hypothesis testing, which are useful in many modern applications.

Objev podobné jako Statistics and Data Visualisation with Python - Jesus Rogel-Salazar

Object-Oriented Python is an intuitive and thorough guide to mastering object-oriented programming from the ground up. You''ll cover the basics of building classes and creating objects, and put theory into practice using the pygame package with clear examples that help visualize the object-oriented style. You''ll explore the key concepts of object-oriented programming - encapsulation, polymorphism, and inheritance - and learn not just how to code with objects, but the absolute best practices for doing so. Finally, you''ll bring it all together by building a complex video game, complete with full animations and sounds. The book covers two fully functional Python code packages that will speed up development of graphical user interface (GUI) programs in Python.

Objev podobné jako Object-Oriented Python - Irv Kalb

If youÂ’ve ever wished that learning math could be more joyful and playful for young learners, you''re not alone. In Joyful Math: Invitations to Play and Explore in the Early Childhood Classroom, kindergarten teacher Deanna Pecaski McLennan opens her classroom doors to share the practical, yet innovative ways she integrates mathematical play throughout the school day. Each chapter of this easy-to-navigate, photo-filled book focuses on specific strategies, activities and examples of mathematical play within literacy, art, and outdoor explorations. Inside Joyful MathyouÂ’ll find: A photo guide, including suggested tools and materials, to setting up a classroom environment and space that fosters mathematical curiosity and joyDozens of open-ended and teacher-guided mathematical activities that are simple to set up and full of mathematical possibilityPractical tips for including mathematical play across the daySuggestions and examples of ways to document and share childrenÂ’s learning experiences with families and communitiesJoyful Math will inspire educators to make space for joy and play in early childhood mathematics and give them the tools to make this vision a reality.Â

Objev podobné jako Joyful Math - Deanna Pecaski McLennan

The mathematical paradigms that underlie deep learning typically start out as hard-to-read academic papers, often leaving engineers in the dark about how their models actually function. Math and Architectures of Deep Learning bridges the gap between theory and practice, laying out the math of deep learning side by side with practical implementations in Python and PyTorch. Written by deep learning expert Krishnendu Chaudhury, you''ll peer inside the “black box” to understand how your code is working, and learn to comprehend cutting-edge research you can turn into practical applications. about the technology It''s important to understand how your deep learning models work, both so that you can maintain them efficiently and explain them to other stakeholders. Learning mathematical foundations and neural network architecture can be challenging, but the payoff is big. You''ll be free from blind reliance on pre-packaged DL models and able to build, customize, and re-architect for your specific needs. And when things go wrong, you''ll be glad you can quickly identify and fix problems. about the book Math and Architectures of Deep Learning sets out the foundations of DL in a way that''s both useful and accessible to working practitioners. Each chapter explores a new fundamental DL concept ... Unknown localization key: "more"

Objev podobné jako Math and Architectures of Deep Learning - Krishnendu Chaudhury

Kniha - autor DK, 224 stran, anglicky, brožovaná bez přebalu matná Whether you're a seasoned programmer or a beginner hoping to learn Python, you'll find Coding Games in Python fun to read and easy to follow. Each chapter shows you how to construct a complete working game in simple numbered steps. Using freely available resources such as Pygame, Pygame Zero, and a downloadable pack of images and sounds, you can add animations, music, scrolling backgrounds, scenery, and other exciting professional touches.

Objev podobné jako Computer Coding Python Games for Kids (0241317797)

Elektronická kniha - ze série Edice CZ,NIC, autor Mark Pilgrim, 436 stran, česky Mark Pilgrim se nesmazatelně zapsal do povědomí pythonovské komunity už svojí knihou „Dive Into Python“, ve které originálním a nezapomenutelným způsobem přiblížil čtenářům osobitý styl programování v tomto jazyce, aby se o několik let později připomenul ještě výrazněji s knihou „Dive Into Python 3“, která je stejně originálním a zábavným způsobem věnována jeho nejnovější verzi.

Objev podobné jako Ponořme se do Python(u) 3 (999-00-017-6691-7)

Mark Pilgrim se nesmazatelně zapsal do povědomí pythonovské komunity už svojí knihou "Dive Into Python", ve které originálním a nezapomenutelným způsobem přiblížil čtenářům osobitý styl programování v tomto jazyce, aby se o několik let později připomenul ještě výrazněji s knihou "Dive Into Python 3", která je stejně originálním a zábavným způsobem věnována jeho nejnovější verzi.

Objev podobné jako Ponořme se do Python(u) 3 - Mark Pilgrim

This book provides the tools, the methods, and the theory to meet the challenges of contemporary data science applied to geographic problems and data. In the new world of pervasive, large, frequent, and rapid data, there are new opportunities to understand and analyze the role of geography in everyday life. Geographic Data Science with Python introduces a new way of thinking about analysis, by using geographical and computational reasoning, it shows the reader how to unlock new insights hidden within data.Key Features:● Showcases the excellent data science environment in Python.● Provides examples for readers to replicate, adapt, extend, and improve.● Covers the crucial knowledge needed by geographic data scientists.It presents concepts in a far more geographic way than competing textbooks, covering spatial data, mapping, and spatial statistics whilst covering concepts, such as clusters and outliers, as geographic concepts.Intended for data scientists, GIScientists, and geographers, the material provided in this book is of interest due to the manner in which it presents geospatial data, methods, tools, and practices in this new field.

Objev podobné jako Geographic Data Science with Python - Dani Arribas-Bel, Sergio Rey, Levi John Wolf

Kniha poskytuje praktický úvod do etického hackování s důrazem na hands-on laboratorní cvičení. Začíná základními technikami jako ARP spoofing a analýza provozu v Wireshark, pokračuje tvorbou ransomwaru a reverse shellů. Pokročilé kapitoly pokrývají fuzzing, SQL injection a eskalaci privilegií.

• Praktické laboratorní cvičení od základních útoků
• Návod na vytváření malware v Pythonu pro vzdělávací účely
• Pokročilé kapitoly o fuzzingu a SQL injection
• Příprava na role penetračního testera nebo malware analytika

Objev podobné jako Ethical Hacking: A Hands-on Introduction to Breaking In (1718501870)

Systematic Reviews in Health Research Explore the cutting-edge of systematic reviews in healthcare In this Third Edition of the classic Systematic Reviews textbook, now titled Systematic Reviews in Health Research, a team of distinguished researchers deliver a comprehensive and authoritative guide to the rapidly evolving area of systematic reviews and meta-analysis. The book demonstrates why systematic reviews—when conducted properly—provide the highest quality evidence on clinical and public health interventions and shows how they contribute to inference in many other contexts. The new edition reflects the broad role of systematic reviews, including: Twelve new chapters, covering additional study designs, methods and software, for example, on genetic association studies, prediction models, prevalence studies, network and dose-response meta-analysisThorough update of 15 chapters focusing on systematic reviews of interventionsAccess to a companion website offering supplementary materials and practical exercises (www.systematic-reviews3.org) A key text for health researchers, Systematic Reviews in Health Research is also an indispensable resource for practitioners, students, and instructors in the health sciences needing to understand research synthesis.

Objev podobné jako Systematic Reviews in Health Research

Svítidlo BIG WHITE INDA je nástěnné a stropní bodové osvětlení v černém matném provedení. Nabízí otočnou a výkyvnou konstrukci pro přesné nasměrování světla a je určeno pro interiéry s krytím IP20. Patice GU10 podporuje LED i halogenové žárovky s maximálním výkonem 50 W.

• Otočná a výkyvná konstrukce pro flexibilní směrování světla
• Vysoký index podání barev Ra ≥ 90 pro věrné zobrazení
• Kvalitní hliníkové provedení s černou matnou povrchovou úpravou
• Univerzální montáž na strop i na stěnu

Objev podobné jako SLV BIG WHITE INDA, nástěnné a stropní svítidlo, bodové svítidlo, QPAR51, černé matné, max. 50 W 147550

LED2 6093501 MAG IN CORNER-H, W DALI je rohový spojovací modul pro magnetický kolejnicový systém MAG TRACK. Umožňuje vytvářet pravoúhlá napojení kolejnic pro osvětlení v rozích prostor. Modul je stmívatelný přes DALI systém, má napájení 48V DC a je určen výhradně pro vnitřní použití.

• Magnetický systém pro rychlou a snadnou montáž bez nástrojů
• Plně stmívatelný přes DALI systém pro inteligentní řízení osvětlení
• Kvalitní hliníková konstrukce zajišťující dlouhou životnost a odolnost
• Univerzální bílá barva pro elegantní integraci do moderních interiérů

Objev podobné jako LED2 6093501 MAG IN CORNER-H, W DALI bílá

Victoria's Secret So In Love je dámská parfémovaná voda s květinovou kompozicí představená v roce 2005. Vůně kombinuje růži, jasmín, pivoňku, frézii a pižmo s cedrovým dřevem. Prodává se v elegantním světle růžovém flakonu o objemu 50 ml.

• Květinová vonná kompozice vhodná na každodenní nošení
• Elegantní světle růžový flakon s romantickým designem
• Komplexní vůně s růží, jasmínem, pivoňkou a pižmem
• Univerzální vůně představená již v roce 2005

Objev podobné jako Victoria's Secret So In Love parfémovaná voda pro ženy 50 ml

Ochranný zadní kryt iSaprio Morning in a City pro Samsung Galaxy M53 5G je vyroben z měkkého TPU materiálu. Kryt má přesné otvory pro všechny ovládací prvky a konektory telefonu. Poskytuje odolnost proti nárazům a má protiskluzový povrch.

• Měkký TPU materiál pro snadné nasazení
• Přesné výřezy pro všechny konektory a tlačítka
• Protiskluzový povrch pro bezpečné držení
• Pružná konstrukce chránící telefon před nárazy

Objev podobné jako iSaprio Morning in a City pro Samsung Galaxy M53 5G (mor-TPU3-M53_5G)

Indukční vařič Rommelsbacher CT3405/IN je sklokeramický přístroj se dvěma varnými zónami o průměru 120–230 mm. Disponuje výkonem 3400 W, 10 úrovněmi výkonu a teplotním režimem 60–240 °C. Je vhodný pro všechny varné nádoby s železným dnem a nabízí elektronické dotykové ovládání.

• Rychlé nahřátí díky prémiové indukční technologii
• Přesná regulace teploty s 10 úrovněmi výkonu a režimem 60–240 °C
• Bezpečné použití s indikátorem zbytkového tepla na obou zónách
• Moderní dotykové ovládání s přehledným LED displejem

Objev podobné jako Rommelsbacher CT3405/IN (CT 3405/IN)