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URL: https://www.coursera.org/learn/generative-ai-workflow-automation

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Generative AI for Workflow Automation

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Generative AI for Workflow Automation

Instructor: Edureka

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Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Identify high-value GenAI use cases in business process automation.

  • Design and implement cross-functional automation solutions across different businesses.

  • Build and deploy advanced GenAI-powered conversational agents.

  • Measure, optimize, and scale GenAI workflows using relevant KPIs.

Details to know

Shareable certificate

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Assessments

14 assignments¹

AI Graded see disclaimer
Taught in English

Build your subject-matter expertise

This course is part of the Generative AI for Automation Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate

There are 4 modules in this course

This course introduces you to the transformative potential of Generative AI (GenAI) in driving business process automation, empowering you to design intelligent workflows that enhance efficiency, productivity, and decision-making across various functions.

Through interactive lessons and guided demos, you’ll learn how to deploy GenAI-powered chatbots, leverage advanced features like multimodal interactions and personalization, and measure automation success using industry-standard KPIs. By the end of this course, you will be able to: -Explain the role and capabilities of GenAI in automating business workflows and operations -Identify and assess high-impact use cases for GenAI in enterprise functions like customer service, IT, and HR -Design and implement cross-functional automation solutions using GenAI tools and frameworks -Build, personalize, and deploy conversational AI agents to improve user experience and task automation -Measure, optimize, and scale GenAI-powered automation solutions using relevant KPIs and performance metrics This course is ideal for business automation professionals, IT managers, HR specialists, and technical leaders seeking to leverage GenAI for operational efficiency, cross-departmental workflows, and conversational AI solutions in their organizations. A basic understanding of AI concepts, business workflows, and process automation tools is recommended. Join us to learn next-generation GenAI-driven automation workflows that are transforming business operations.

This module introduces the role of Generative AI in automating business processes, highlighting its integration into workflows, benefits for enterprises, ROI measurement, and high-value use cases that improve efficiency and productivity.

What's included

14 videos6 readings4 assignments

14 videosTotal 67 minutes
  • Specialization Introduction5 minutes
  • Course Introduction4 minutes
  • GenAI’s Role in Enterprises6 minutes
  • GenAI vs Rule-based Automation5 minutes
  • Leveraging GenAI for Business Automation5 minutes
  • Key Benefits of GenAI in Automation3 minutes
  • Enhancing Experiences & Productivity with GenAI6 minutes
  • ROI of GenAI in Business Automation5 minutes
  • Demonstration: Google Sheet Summariser5 minutes
  • Integrating GenAI into Business Workflows4 minutes
  • Measuring GenAI Success with KPIs5 minutes
  • Scaling GenAI Automation5 minutes
  • Demonstration: Standup Summarizer- Setting up Google Sheets and GPT prompt7 minutes
  • Demonstration: Standup Summarizer- Testing and Validation with Google Apps Script3 minutes
6 readingsTotal 90 minutes
  • Course Syllabus10 minutes
  • GenAI in the Context of Business Automation15 minutes
  • Introduction to Pipedream15 minutes
  • Benefits of GenAI for Enterprises15 minutes
  • Integrate GenAI in Business Workflows15 minutes
  • Summary of GenAI in Business Process Automation20 minutes
4 assignmentsTotal 48 minutes
  • Practice Quiz: GenAI in the Context of Business Automation6 minutes
  • Practice Quiz: Benefits of GenAI for Enterprises6 minutes
  • Practice Quiz: Integrate GenAI in Business Workflows6 minutes
  • Knowledge Check: GenAI in Business Process Automation30 minutes

This module focuses on how GenAI enhances IT operations, DevOps, and HR functions, automating tasks like monitoring, recruitment, and onboarding while teaching the design of cross-functional automation solutions.

What's included

14 videos4 readings4 assignments

14 videosTotal 73 minutes
  • GenAI in IT Operations: Overview5 minutes
  • GenAI for Log Analysis & IT Monitoring5 minutes
  • Integrating GenAI in DevOps Workflows5 minutes
  • Zapier Introduction7 minutes
  • Demonstration: Customer Feedback Sentiment Analysis4 minutes
  • AI in Resume Screening & Talent Acquisition6 minutes
  • GenAI for Enhanced Candidate Experience4 minutes
  • Mitigating Bias in GenAI HR Automation6 minutes
  • Demonstration: HR Automation using Zapier5 minutes
  • Cross-Functional GenAI Automation Design5 minutes
  • KPIs for Cross-Functional GenAI Automation4 minutes
  • The Future of Cross-Functional GenAI5 minutes
  • Introduction to Replit4 minutes
  • Demonstration: Business Data Analyser6 minutes
4 readingsTotal 65 minutes
  • GenAI in IT Operations and DevOps15 minutes
  • GenAI for Recruitment Automation15 minutes
  • Designing Cross-Functional GenAI Solutions15 minutes
  • Summary of Cross-Function Automation with GenAI20 minutes
4 assignmentsTotal 48 minutes
  • Practice Quiz: GenAI in IT Operations and DevOps6 minutes
  • Practice Quiz: GenAI for Recruitment Automation6 minutes
  • Practice Quiz: Designing Cross-Functional GenAI Solutions6 minutes
  • Knowledge Check: Cross-Function Automation with GenAI30 minutes

This module covers building and deploying GenAI-powered conversational agents, exploring advanced capabilities like multimodal interactions and personalization, and integrating these agents into business workflows for measurable impact.

What's included

10 videos7 readings4 assignments

10 videosTotal 40 minutes
  • Introduction to Conversational AI4 minutes
  • Designing Effective GenAI Dialogues5 minutes
  • Deploying GenAI Agents3 minutes
  • Multimodal GenAI Agents4 minutes
  • Personalizing GenAI Agents4 minutes
  • Enhancing Agent Performance4 minutes
  • GenAI in Healthcare Assistants3 minutes
  • GenAI in Retail and E-Commerce4 minutes
  • Industry Applications of Conversational AI4 minutes
  • Demonstration: SEO Agent with Relevance AI5 minutes
7 readingsTotal 115 minutes
  • Demonstration : Ordering a Pizza with FoodOrderBot15 minutes
  • Building and Deploying Conversational Agents15 minutes
  • Demonstration: Building Conversational AI Agent20 minutes
  • Conversational Agent: Advanced Features and Capabilities15 minutes
  • SEO Agent with Relevance AI20 minutes
  • Conversational Agents in Industry15 minutes
  • Summary Conversational AI and Intelligent Agents15 minutes
4 assignmentsTotal 48 minutes
  • Practice Quiz: Building and Deploying Conversational Agents6 minutes
  • Practice Quiz: Conversational Agent: Advanced Features and Capabilities6 minutes
  • Practice Quiz: Conversational Agents in Industry6 minutes
  • Knowledge Check: Conversational AI and Intelligent Agents30 minutes

Conclude the course by reviewing key concepts across automation workflows using Gen AI. This module includes a graded knowledge check, a comprehensive course summary, a practice project and a graded project focused on Gen AI automation.

What's included

1 video1 reading2 assignments1 discussion prompt

1 videoTotal 3 minutes
  • Course Summary: Generative AI for Workflow Automation3 minutes
1 readingTotal 10 minutes
  • Practice Project: AI-Powered Customer Service Triage Bot10 minutes
2 assignmentsTotal 60 minutes
  • End Course Knowledge Check: Generative AI for Workflow Automation30 minutes
  • Designing a GenAI-Powered Enterprise Automation System30 minutes
1 discussion promptTotal 5 minutes
  • Describe your Learning Journey5 minutes

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Instructor

Edureka
203 Courses185,724 learners

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Frequently asked questions

This course equips you with the knowledge and skills to leverage Generative AI for automating business processes across IT, HR, customer service, and other domains. You’ll learn to design scalable workflows, build conversational AI agents, and integrate GenAI tools into real-world enterprise operations, helping you stay ahead in the rapidly evolving AI-driven workplace.

This course is ideal for business analysts, IT professionals, HR specialists, automation engineers, and decision-makers who want to harness GenAI for workflow optimization, cross-functional automation, and conversational AI solutions.

You’ll gain hands-on experience with a range of GenAI-powered tools, including:

Automation Platforms: Zapier

Workflow Builders: Flowise, n8n, Make

Conversational AI Tools: Dialogflow

AI Models and APIs: OpenAI GPT-based models, Hugging Face models, text-to-speech APIs

Monitoring & KPI Tools: For measuring automation success and ROI

You will be able to:

Identify high-impact automation opportunities in business processes

Design and deploy cross-functional GenAI workflows

Build and personalize AI chatbots for various industries

Measure and optimize automation performance using KPIs

Scale GenAI solutions to enterprise-level applications

No prior coding expertise is required. The course primarily uses low-code and no-code platforms, allowing you to design and deploy automation workflows without deep programming knowledge. However, having a basic understanding of APIs and AI concepts will be beneficial.

Yes, the course includes practical demos and hands-on projects, such as building a chatbot, creating automated HR workflows, and integrating GenAI with IT operations tools, ensuring you gain practical, job-ready skills.

Security depends on proper implementation. The course covers best practices for data handling, access control, API security, and compliance to ensure safe and reliable automation solutions.

Conversational agents act as interactive interfaces that handle customer queries, automate ticketing, guide employees, and even trigger automated workflows, improving both efficiency and user experience.

You’ll have access to video tutorials, demos, and curated readings, as well as practical templates and tools for building your own automation workflows.

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Financial aid available,

¹ Some assignments in this course are AI-graded. For these assignments, your data will be used in accordance with Coursera's Privacy Notice.