Generative AI for Automation

Edureka via Coursera Specialization

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Provider

Coursera Specialization
Pricing

Paid Course
Languages

English
Certificate

Certificate Available
Effort

12 weeks, 5 hours a week
Sessions

Self-Paced
Level

Beginner

Found in

Overview

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Unlock the transformative potential of Generative AI with this specialization designed to equip you with the skills to automate business workflows and build intelligent AI-powered solutions. Whether you're an automation professional, developer, or business leader, this program guides you through foundational concepts to advanced AI automation tools, enabling you to create scalable, efficient workflows that drive real-world impact. You’ll learn through three focused, project-driven courses: Generative AI and Prompt Engineering Essentials: Understand the fundamentals of generative AI, transformer models like GPT and BERT, and master the art of prompt engineering for creative and precise AI outputs. Generative AI for Automation Workflows: Explore how to integrate generative AI into business processes, automate, and cross-functional workflows, and build conversational agents with practical demos. Advanced Generative AI Automation Tools and Applications: Dive into powerful generative AI tools, design multi-step AI workflows, implement error handling, and scale automation with cloud services. By the end of this specialization, you will design and deploy AI-powered automation workflows, build conversational agents, optimize prompts for accuracy, and confidently apply generative AI in enterprise environments. Join now to accelerate your career in AI automation and become a leader in the future of intelligent business solutions.

Syllabus

Course 1: Generative AI and Prompt Engineering Essentials
Course 2: Generative AI for Workflow Automation
Course 3: Generative AI Automation Tools and Applications

Courses

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This course offers a practical pathway to understand how Generative AI can transform enterprise automation, streamlining workflows, enhancing decision-making, and reducing manual effort. You’ll learn to design, build, and scale AI-driven automation solutions using low-code tools, open-source frameworks, and advanced agent orchestration techniques. Through hands-on exercises, you’ll gain the skills to connect APIs, chain AI agents, test and debug workflows, and deploy real-world automations for business processes such as customer support, sales, and decision support. By the end of this course, you will be able to: - Explain the principles of Generative AI automation and its role in enterprise workflows - Use tools like LangChain, Flowise, n8n, Make, Zapier, Open AI, and Hugging Face for automation tasks - Build low-code workflows integrating AI models, APIs, and event triggers - Design error-tolerant, human-in-the-loop, and multi-agent automation patterns - Scale and monitor automation solutions in cloud environments with proper security and compliance - Apply best practices and understand future trends in Generative AI-driven business automation This course is ideal for automation specialists, solution architects, developers, and business professionals looking to leverage Generative AI to create scalable, intelligent, and efficient enterprise workflows. Join us to learn how Generative AI is shaping the future of enterprise automation—and how you can put it to work for your organization.
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This course offers a clear pathway to understand Generative AI and prompt engineering—two foundational skills for working with modern large language models (LLMs). You'll learn how models like GPT, BERT, and T5 generate human-like outputs, and how well-crafted prompts can guide these models to perform tasks across writing, coding, summarization, and more. Through hands-on exercises and real-world examples, you’ll build the skills to communicate effectively with AI systems, enhance generation quality, and apply responsible prompting strategies across diverse applications. By the end of this course, you will be able to: - Explain how transformer-based models like GPT, BERT, and T5 work and compare their capabilities - Design prompts for various tasks using zero-shot, one-shot, and few-shot techniques - Apply advanced strategies such as Chain-of-Thought, Tree-of-Thought, and knowledge-grounded prompting - Identify and defend against prompt injection and adversarial threats - Evaluate AI outputs using metrics like BLEU, ROUGE, and human-AI collaboration strategies This course is ideal for developers, data scientists, content creators, and early-career AI practitioners aiming to build effective, safe, and scalable Generative AI solutions. No prior experience with LLMs is required, though a basic understanding of Python and machine learning concepts is helpful. Join us to master the essential techniques behind today’s most powerful AI tools—and shape the future with your prompts.
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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.