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Python for Data Analysis and Automation · LearnSpace
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Python for Data Analysis and Automation

Курс от Packt
Начальный≈ 13.7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Unlock the potential of Python in data analysis and automation with this comprehensive course. Designed to cater to beginners, it guides you through Python essentials, offering hands-on experience for real-world applications. You'll gain the skills needed to automate repetitive tasks and analyze data efficiently, setting you apart in today's tech-driven workplace. The course begins with an introduction to Python's significance, covering its comparison with other programming languages and practical applications. Progress through foundational topics such as data types, variables, functions, and debugging to build a strong base. Exercises and examples ensure a thorough understanding of key concepts. In the latter sections, delve into advanced data handling, Python modules, and the installation process. Apply your knowledge in an engaging project to automate data updates in spreadsheets, tackling tasks like file management, transaction validation, and script optimization. This hands-on project equips you with skills you can use immediately in a professional setting. Perfect for beginners, this course requires no prior coding experience. Whether you're entering the tech field or looking to enhance your automation skills, this course empowers you to master Python for impactful results.

Навыки, которые вы освоите

Python ProgrammingData ManipulationFile ManagementAutomationSoftware InstallationDebuggingData ValidationIT AutomationPackage and Software ManagementProgramming PrinciplesScriptingData Structures

Программа курса

13 модулей · 96 учебных материалов

01Python: The Workplace Tech Divide6 материалов

Python: The Workplace Tech Divide

Introduction to the Course 'Python for Data Analysis and Automation'ЧтениеFull Specialization ResourcesЧтениеWhich Side of the Divide Are You On?ВидеоBeginners Are WelcomeВидео

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Packt - Course Instructors

Преподаватель курса

Python for Data Analysis and Automation
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 13.7 ч

13 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский, Венгерский

Часть программы вашего университета
Course OverviewВидео
Navigating the Workplace Tech Divide with PythonDIALOGUE
02Introduction to Python7 материалов

Introduction to Python

What Is Python?ВидеоPython's Comparison to Other Programming LanguagesВидеоExamples of Python in the WorkplaceВидеоThe Easiest Place to Practice PythonВидеоCreating an Account OnlineВидеоUnderstanding Python's Interpreted NatureDIALOGUEIntroduction to Python - AssessmentЗадание
03Basic Data Types8 материалов

Basic Data Types

Python Data TypesВидеоStringsВидеоIntegersВидеоFloatsВидеоBooleanВидеоData Types ExerciseВидеоUnderstanding Python Data TypesDIALOGUEBasic Data Types - AssessmentЗадание
04Python Built-In Functions6 материалов

Python Built-In Functions

What are Built-In Functions?ВидеоWhere to Look for the Built-In Functions?ВидеоMost Common Built-In FunctionsВидеоBuilt-In Functions ExerciseВидеоExploring Python Built-in FunctionsDIALOGUEPython Built-In Functions - AssessmentЗадание
05Variables and Functions9 материалов

Variables and Functions

Variables and FunctionsВидеоStoring Values as VariablesВидеоComparing Variables with OperatorsВидеоBasic ExpressionsВидеоFunctionsВидеоCommentingВидеоVariables and Functions ExerciseВидеоWorking with Variables and Functions in PythonDIALOGUEVariables and Functions - AssessmentЗадание
06Errors and Debugging8 материалов

Errors and Debugging

What Is an Error?ВидеоReading a Stack TraceВидеоPrint FunctionВидеоTry and ExceptВидеоYou Are Not AloneВидеоErrors ExerciseВидеоUnderstanding Python Stack TracesDIALOGUEErrors and Debugging - AssessmentЗадание
07Python Keywords6 материалов

Python Keywords

Python KeywordsВидеоCommon KeywordsВидеоGlobal KeywordsВидеоKeywords ExerciseВидеоExploring Python KeywordsDIALOGUEPython Keywords - AssessmentЗадание
08If-Else Statements7 материалов

If-Else Statements

Basic LogicВидеоSyntax and Inline EvaluationВидеоValue EvaluationВидеоComplex If-Else StatementsВидеоIf-Else ExercisesВидеоUsing Conditionals in PythonDIALOGUEIf-Else Statements - AssessmentЗадание
09Storing Complex Data8 материалов

Storing Complex Data

Advanced Data TypesВидеоListsВидеоDictionariesВидеоLooping: ListsВидеоLooping: DictionariesВидеоAdvanced Data ExerciseВидеоWorking with Python Lists and DictionariesDIALOGUEStoring Complex Data - AssessmentЗадание
10Python Modules5 материалов

Python Modules

Python ModulesВидеоPython Built-In ModulesВидеоImporting ModulesВидеоExploring Python ModulesDIALOGUEPython Modules - AssessmentЗадание
11Installing Python and Modules10 материалов

Installing Python and Modules

Python EnvironmentsВидеоInstalling Python on MacВидеоInstalling Python on WindowsВидеоInstalling Python on Integrated Development Environments (IDEs)ВидеоInstalling Python on Integrated Development and Learning Environment (IDLE)ВидеоManaging Files and FoldersВидеоExecuting ScriptsВидеоPipВидеоInstalling and Running Python LocallyDIALOGUEInstalling Python and Modules - AssessmentЗадание
12Project: Automating Data Updates in a Spreadsheet11 материалов

Project: Automating Data Updates in a Spreadsheet

Project IntroductionВидеоSetting Up the ProjectВидеоReading and Writing to Excel FilesВидеоWorking with Comma-Separated Values (CSV) FilesВидеоDynamic File PathsВидеоTransforming and Validating TransactionsВидеоTransferring and Saving TransactionsВидеоCleaning Up the CodeВидеоHardening the ScriptВидеоWorking with CSV and Excel Files in PythonDIALOGUEProject: Automating Data Updates in a Spreadsheet - AssessmentЗадание
13Summary5 материалов

Summary

What's Next?ВидеоExploring Projects with PythonDIALOGUEConclusion to the course 'Python for Data Analysis and Automation'ЧтениеFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание