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Coursera

Automating Decision Workflows with AI

Edureka via Coursera

Overview

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This course unlocks the next frontier of Decision Intelligence where AI meets automation to drive real-time, autonomous, and responsible decision-making at scale. You’ll learn to orchestrate multi-step processes, stream real-time insights, and build automated systems that boost accuracy, speed, and business impact. You’ll dive into Generative and Agentic AI to create autonomous, insight-driven decisions supported by strong ethical frameworks that keep every outcome transparent, fair, and accountable. Finally, you’ll master deploying and scaling these systems through MLOps, cloud APIs, and low-code platforms, making enterprise-ready automation efficient, scalable, and easy to adopt. By the end of this course, you will be able to: - Identify the key functions of intelligent automation pipelines for AI-driven decision-making. - Analyze Generative and Agentic AI models to design adaptive and autonomous decision workflows. - Evaluate responsible AI frameworks to ensure ethical and accountable automation practices. - Develop deployment strategies using MLOps and cloud technologies for continuous performance. - Design low-code and no-code solutions to expand and democratize Decision Intelligence adoption. This course is ideal for AI engineers, data scientists, automation architects, and business technology leaders who want to bridge AI innovation with scalable automation. A foundation in Decision Intelligence or machine learning will enhance your learning experience. Join this course to master the integration of AI, automation, and responsibility and learn to build decision systems that think, act, and evolve with intelligence.

Syllabus

  • Automation and Intelligent Orchestration
    • Uncover how intelligent decision pipelines transform data into measurable business value. This module introduces the art and science of connecting analytics to action framing business problems, designing real-time data workflows, and implementing Decision Support Systems (DSS) that enhance strategic decision-making. Through hands-on exercises and demonstrations, you’ll learn how data, automation, and analytics converge to power modern AI-driven decision ecosystems.
  • Generative, Agentic, and Ethical Decision Intelligence
    • Step into the world of next-generation AI where creativity, autonomy, and ethics converge. This module empowers you to harness Generative AI for innovation, Agentic AI for autonomous decision-making, and Ethical AI for transparency and trust. Through practical demonstrations and case studies, you’ll explore how advanced AI models create new insights, coordinate intelligent agents, and enforce responsible governance across automated decision systems.
  • Scaling, Deployment, and Low-Code Adoption
    • Unlock the power of scalable AI deployment and enterprise-wide automation. This module focuses on bringing AI decision systems to production using MLOps, cloud platforms, and low-code environments. You’ll learn how to operationalize models, integrate APIs for performance optimization, and design intuitive low-code workflows that extend AI accessibility beyond technical teams, driving smarter, faster, and more inclusive decision-making across the organization.
  • Course Wrap-Up and Assessment
    • This module provides a comprehensive evaluation of your understanding of the key principles, methodologies, and insights presented throughout the course, enabling you to demonstrate your proficiency through a structured graded assessment.

Taught by

Edureka

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