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Scripting and API Automation for IT Operations · LearnSpace
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courseraIT и технологии

Scripting and API Automation for IT Operations

Курс от Coursera
Уровень не указан≈ 16.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

The Scripting and API Automation for IT Operations prepares you to build practical, automation-driven solutions across multiple cloud platforms using scripting, APIs, and modern operational tools. By the end of this course, you will be able to automate routine system administration tasks, orchestrate event-driven runbooks, integrate applications with cloud-native services, consume REST APIs for system workflows, and manage data using SQL—all essential skills for today’s IT operations environments. Throughout the course, you’ll gain hands-on experience with AWS, Azure, Google Cloud, Python, and SQL as you learn to design automation strategies that scale across platforms. You’ll troubleshoot system issues using structured methods, apply generative AI in support scenarios, and enhance applications with pre-trained ML APIs. This multi-author learning experience is uniquely curated to expose you to diverse cloud ecosystems and tooling philosophies, giving you a holistic, real-world perspective rarely found in a single course. What makes this course stand out is its balance of conceptual understanding, practical labs, and tool diversity. Whether you’re automating cloud resources, integrating web services, or managing databases, you’ll develop a versatile automation skillset that prepares you for modern IT operations roles.

Навыки, которые вы освоите

Django (Web Framework)Cloud InfrastructureCloud PlatformsMachine Learning SoftwareIT AutomationRelational DatabasesCloud-Native ComputingAutomationRestful APICloud ManagementFlask (Web Framework)ScriptingApplication Programming Interface (API)Web ServicesCloud-Based IntegrationAmazon Web ServicesDatabase ManagementMicrosoft AzureSQLInformation Technology Operations

Программа курса

8 модулей · 106 учебных материалов

01Start Here: Get Oriented and Check Your Skills2 материалов
Start Here: How This Skill-Based Course WorksЧтениеSkill Diagnostic: Find Your Recommended Starting PointЗадание
02AWS Services and Features Used for Automation9 материалов

Resource Management Best Practices

Module 3 IntroductionВидео

Учитесь у экспертов

Professionals from the Industry

Преподаватель курса

Scripting and API Automation for IT Operations
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Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 16.5 ч

8 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Amazon EC2 bootstrapping with User DataВидео
Amazon EC2 Instance MetadataВидео
EC2 Instance Metadata Commands used in the last videoЧтение
Organizing your AWS ResourcesВидео

Scaling Resource Management

AWS Systems Manager: Part 1ВидеоAWS Systems Manager - Part 2ВидеоAWS Config - your compliance friend!ВидеоModule 3 Wrap-upВидео
03Configuring resources45 материалов

Azure CLI

Getting started with Azure CLIВидеоIdentity and authentication in Azure CLIВидеоLearn to use the Azure CLIВидеоUse Bash with the Azure CLIВидеоPractice stop: Applying Azure CLI skillsЧтениеQuerying command output with Azure CLIВидеоWork in interactive mode with Azure CLIВидеоTips for using the Azure CLI successfullyВидеоMastery of advanced Azure CLI commandsВидеоUse of Azure CLI with Entra IDВидеоCreating complex resource deployments using Azure CLIЧтениеStreamlining resource deployment with Azure CLI in various workflowsЧтениеActivity: Advanced Azure CLI exercisesЗаданиеKnowledge check: Azure CLIЗадание

Azure PowerShell

Getting started with Azure PowerShellВидеоPractice stop: Installing Azure PowerShellЧтениеIdentity and authentication in Azure PowerShellВидеоLearn to use the Azure PowerShellВидеоChoosing the right Azure command-line tool: Azure CLI vs. Azure PowerShellЧтениеWhat is an API?Видео

Azure Resource Manager (ARM) templates

Deploy private resource manager templatesВидеоExport resource manager templatesВидеоDeploy private resource manager templatesВидеоPractice stop: Exploring ARM templatesЧтениеIn-Depth ARM template language constructsВидеоLeveraging ARM template functions for complex resource dependenciesВидео
04Customer Support Techniques9 материалов

Customer Support Techniques

How can GenAI help?ВидеоTroubleshooting MethodologiesВидеоTroubleshooting MethodologiesЧтениеKnowledge CheckЗаданиеHow do Cloud Workloads Impact Customer Support?ВидеоRoot Cause AnalysisВидеоDownloadable: Root Cause AnalysisЧтение

Next Steps

The journey doesn't stop here! What are some next steps?ВидеоAWS Skill BuilderЧтение
05Adding intelligence to your application4 материалов

Overview

OverviewВидео

Adding intelligence to your application

Using pre-trained machine learning modelsВидеоIntro to generative AIВидео

Module review

SummaryВидео
06Interacting with web services19 материалов

Web Applications and Services

Module 2 IntroductionЧтениеWeb Applications and ServicesЧтениеRESTful APIsЧтениеWhat is REST architecture?ЧтениеUsing REST APIs to access web dataЧтениеPython tools for REST APIsЧтениеWhat is Flask?ЧтениеHow to use FlaskЧтениеData SerializationЧтениеData Serialization FormatsЧтениеMore About JSONЧтение

Python Requests

The Python Requests LibraryЧтениеUseful Operations for Python RequestsЧтениеHTTP GET and POST MethodsЧтениеWhat is Django?Чтение

Module Project

Project Problem StatementЧтениеGlossary terms from course 6, module 2ЧтениеQwiklabs assessment: Process text files with Python dictionaries and upload to running web serviceВнешний инструментExemplar: Process text files with Python dictionaries and upload to running web serviceЧтение
07SQL Basics and Database Management Fundamentals16 материалов

SQL Basics

SELECT StatementВидеоSELECT Statement ExamplesPLUGINLab: Simple SELECT StatementsВнешний инструментCOUNT, DISTINCT, LIMITВидеоLab: COUNT, DISTINCT, LIMITВнешний инструментINSERT StatementВидеоUPDATE and DELETE StatementsВидеоLab: INSERT, UPDATE, and DELETEВнешний инструментSummary and Highlights: SQL BasicsЧтениеPractice Quiz: SQL BasicsЗадание

Fundamentals of Database Management: Roles, Permissions, and Backup

Database Roles and PermissionsВидеоDatabase ManagementВидеоBacking Up DatabasesВидеоLab: Performing Basic Database OperationsВнешний инструментPractice Quiz: Fundamentals of Database Management: Roles, Permissions, and BackupЗадание

SQL Basics and Database Management Fundamentals: Summary and Assessment

Summary: SQL Basics and Database Management FundamentalsЧтение
08Skill Assessment2 материалов

Lesson

Learner Expectations for Skill AssessmentЧтениеScripting and API Automation for IT Operations Skill AssessmentЗадание
Manage Azure resources with Invoke-AzRestMethodВидео
Query command output with Azure PowerShellВидео
Work in interactive mode with Azure PowerShellВидео
Practice stop: Exploring Azure PowerShellЧтение
Tips for using the Azure PowerShell successfullyВидео
Utilizing advanced PowerShell scripting for Azure resource provisioningВидео
Use of Microsoft PowerShell with Entra IDВидео
Creating PowerShell scripts for specific resource typesЧтение
Implementing PowerShell Desired State Configuration (DSC) for resource stateЧтение
Activity: PowerShell scripts for resource configurationЗадание
Exemplar: PowerShell scripts for resource configurationЧтение
Knowledge check: Azure PowerShellЗадание
Designing reusable ARM templatesЧтение
Implementing parameterized templates for dynamic resource deploymentsЧтение
Activity: ARM templates for comprehensive resource stacksЗадание
Exemplar: ARM templates for comprehensive resource stacksЧтение
Knowledge check: Azure Resource Manager (ARM) templatesЗадание
Module summary: Configuring resourcesВидео
Additional resources: Configuring resourcesЧтение