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Applying GenAI Tools for Process Automation · LearnSpace
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courseraIT и технологии

Applying GenAI Tools for Process Automation

Курс от SkillUp
Средний≈ 14.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course will teach you essential skills for implementing AI-powered automation that transforms business processes and drives measurable results. You will learn about identifying high-impact automation opportunities, designing multi-step AI workflows, and integrating intelligent systems that scale with your organization's needs. You’ll dive into hands-on strategies for building reliable, AI-enabled workflows that respond to real business needs. You’ll also learn how to automate tasks like document processing and team communication using chain prompting and smart integrations—without needing to be a technical expert. You’ll see how to connect these workflows to existing tools to reduce manual work and amplify results. As you go, you’ll also explore how to design automations that are resilient and trustworthy. From error handling to monitoring and fallback plans, you’ll gain practical tips for building workflows that work smoothly. You’ll also discover how to combine multiple AI services to automate complete processes from end to end. Through hands-on practice with real business scenarios, you'll gain the skills to evaluate AI tools, measure automation performance, and continuously optimize systems for sustained business impact. This training prepares you to take on AI automation initiatives, identify strategic implementation opportunities, and transform manual processes into intelligent, scalable workflows.

Навыки, которые вы освоите

AI WorkflowsProcess OptimizationPrompt EngineeringScalabilityResponsible AIAI EnablementPerformance MeasurementDecision IntelligenceAgentic WorkflowsDebuggingAI IntegrationsGenerative AIAutomationPrompt Engineering Tools

Программа курса

5 модулей · 83 учебных материалов

01Mastering AI for Advanced Automation21 материалов

Welcome

GenAI Tools for Process AutomationВидеоCourse OverviewЧтениеHow to Succeed in This CourseЧтениеReading: Helpful Tools and ResourcesЧтение

Учитесь у экспертов

Kasie Pardi

Преподаватель курса

Paul Pardi

Преподаватель курса

SkillUp

Преподаватель курса

Applying GenAI Tools for Process Automation
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 14.9 ч

5 модулей

Язык: Английский

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

Часть программы вашего университета
Foundations of GenAI Process AutomationDIALOGUE

Strategic Planning for AI Automation

Reading: Identifying High-Impact AI Automation OpportunitiesPLUGINPlanning Multi-Step AI Automation ProjectsВидеоReading: Matching Business Needs to Automation CategoriesPLUGINPractice Quiz: Strategic Planning for AI AutomationЗаданиеStrategic Planning for AI AutomationDIALOGUE

Advanced Prompt Engineering Techniques

Reading: Advanced Prompt Engineering TechniquesPLUGINRole-Based and Persona Prompting for Business ApplicationsВидеоReading: Few-Shot Learning and Structured Output FormattingPLUGINPractice Quiz: Advanced Prompt Engineering TechniquesЗадание

Multi-Step Prompt Engineering and Chaining

Building and Testing Prompt Chains for Business ProcessesВидеоReading: Context Management in Prompt ChainsPLUGINLab: Advanced Prompt Engineering Practice: Creating Role-Based Prompts and Simple ChainsPLUGINPractice Quiz: Multi-Step Prompt Engineering and ChainingЗадание

Module Summary and Assessment

Module Summary: Mastering AI for Advanced AutomationЧтениеGraded Quiz: Mastering AI for Advanced AutomationЗаданиеIdentifying AI Automation Opportunities in Your WorkplaceОбсуждение
02Building Complex AI Workflows and Logic17 материалов

Multi-Step Processes and Systematic Workflow Design

Designing Multi-Step AI Processes for Business Applications ВидеоSystematic Approach to AI Workflow ArchitectureВидеоReading: Principles of Multi-Step AI Decision MakingPLUGINPractice Quiz: Multi-Step Processes and Systematic Workflow DesignЗаданиеBuilding Multi-Step AI Workflows for Business AutomationDIALOGUE

Chaining Prompts with Conditional Logic

Reading: Introduction to Conditional Logic in AI Workflows PLUGINBuilding Prompt Chains with Decision Points and BranchingВидеоReading: Advanced Conditional Logic Patterns and ImplementationPLUGINPractice Quiz: Chaining Prompts with Conditional LogicЗаданиеChaining Prompts with Conditional LogicDIALOGUE

Error Handling and Fallback Scenarios

Reading: Common Workflow Failures and Prevention StrategiesPLUGINDesigning Robust AI Workflows with Error HandlingВидеоReading: Fallback Scenarios and Recovery MechanismsPLUGINLab: Building a Multi-Step AI Workflow with Conditional LogicPLUGINPractice Quiz: Error Handling and Fallback ScenariosЗадание

Module Summary and Assessment

Module Summary: Building Complex AI Workflows and LogicЧтениеGraded Quiz: Building Complex AI Workflows and LogicЗадание
03AI-Powered Process Automation19 материалов

Automating Document Processes with AI

AI Techniques for Document Classification and ProcessingВидеоExtracting and Validating Data with AIВидеоReading: AI-Powered Content Generation and IntegrationPLUGINPractice Quiz: Automating Document Processes with AIЗаданиеAutomating Document Processes with AIDIALOGUE

AI-Powered Communication Automation

Reading: Understanding Conversational AI and Chat AutomationPLUGINAnalyzing Communication Patterns and User IntentsВидеоMessage Categorization and AI Response GenerationВидеоReading: Principles of Conversational DesignPLUGINPractice Quiz: AI-Powered Communication AutomationЗаданиеAI-Powered Communication AutomationDIALOGUE

Designing and Optimizing Integrated AI Automated Processes

Designing an AI Automated Process with Integrations ВидеоConnecting Document and Communication Automation to Business WorkflowsВидеоReading: Challenges and Best Practices in AI Process AutomationPLUGINReading: Strategies for Evaluating and Improving Multi-System AI Automation PLUGINLab: Designing an AI-Powered Document and Communication Automation WorkflowPLUGINPractice Quiz: Designing and Optimizing AI Automated ProcessesЗадание

Module Summary and Assessment

Module Summary: AI-Powered Process AutomationЧтениеGraded Quiz: AI-Powered Process AutomationЗадание
04Building End-to-End AI Workflows 19 материалов

Connecting Multiple AI Services

Designing AI-Powered Automation Architectures ВидеоIntegrating AI Services for End-to-End Process Automation ВидеоReading: Performance Optimization for Multi-AI Service WorkflowsPLUGINReading: Scalability ConsiderationsPLUGINPractice Quiz: Connecting Multiple AI ServicesЗаданиеConnecting Multiple AI Services for End-to-End AutomationDIALOGUE

Common AI Workflow Errors

Recognizing and Diagnosing AI Automation FailuresВидеоTroubleshooting AI Errors in Automated ProcessesВидеоReading: Best Practices for Mitigating AI Automation RisksPLUGINLab: Troubleshooting and Optimizing an AI Workflow Scenario PLUGINPractice Quiz: Common AI Workflow ErrorsЗадание

Testing AI Workflows

Reading: Evaluating the Performance of AI-Driven AutomationPLUGINStrategies for Improving AI Automation Over TimeВидеоTechniques for Testing Automated WorkflowsВидеоReading: Metrics and Methods for AI Process OptimizationPLUGINPractice Quiz: Testing and Optimizing AI WorkflowsЗадание

Module Summary and Assessment

Module Summary: Building End-to-End AI WorkflowsЧтениеGraded Quiz: Building End-to-End AI WorkflowsЗаданиеApproaching AI Automation ImplementationОбсуждение
05Course Quiz, Project, and Wrap-Up7 материалов

Final Project

Final Project: Design and implement an end-to-end AI automation workflow ЧтениеFinal Project: Submission and EvaluationВзаимная проверка

Course Wrap-Up and Glossary

Course SummaryВидеоGlossary: Applying GenAI Tools for Process AutomationPLUGINGraded Quiz: Applying GenAI Tools for Process AutomationЗаданиеReading: Congratulations and Next StepsЧтениеReading: Thanks from the Course TeamЧтение