Agentic AI Systems: Design, Build and Deploy

Packt via Coursera Specialization

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Provider

Coursera Specialization
Pricing

Paid Course
Languages

English
Certificate

Certificate Available
Effort

4 weeks, 10 hours a week
Sessions

Self-Paced
Level

Intermediate

Found in

Overview

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The specialization is structured to guide learners through the full lifecycle of agentic AI systems, starting with foundational principles and progressing to advanced deployment techniques. The first course in the path establishes the core concepts of agentic AI, including system design, safety, and advanced prompting. The next stage explores memory integration, tool use, and multi-agent collaboration, enhancing agents' ability to operate in complex environments. The final course in this specialization focuses on testing, observability, and production deployment, ensuring systems are reliable, secure, and scalable. Through a blend of theory and practical application, learners develop the technical expertise and strategic insight required to design and manage intelligent agents in real-world settings. This specialization is based on the course, Agentic AI Systems Design, Build, and Deploy Intelligent Agents, by Vinit Kumar Singh.

Syllabus

Course 1: Agentic AI: Building Safe & Intelligent Agents
Course 2: Agent Memory, Tools, and Multi-Agent Collaboration
Course 3: Deploying & Scaling Agentic AI: Testing & Observability

Courses

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Master the integration of memory systems, tool use, and multi-agent collaboration to extend the capabilities of intelligent agents. Develop agents with advanced retrieval, tool chaining, and collaborative workflows for complex real-world tasks. This course focuses on equipping learners with the skills to implement sophisticated memory architectures, including RAG pipelines, vector databases, and episodic memory management. Explore how agents can leverage external tools, compose and chain actions, and ensure safety in tool integration. Advance to multi-agent systems, learning about agent specialization, communication patterns, and human-in-the-loop integration to orchestrate collaborative agent workflows. By completing this course, you will be able to design agents that retrieve, process, and act on information autonomously and collaboratively. Through a combination of detailed readings, step-by-step coding demonstrations, and knowledge checks, learners gain practical expertise in memory integration, tool usage, and multi-agent orchestration. The course bridges theory and application, enabling learners to build agents capable of complex reasoning and teamwork. This course is part two of a three-course Specialization designed to build a complete and cohesive understanding of the subject. While it offers valuable skills on its own, you'll gain the most benefit by progressing through all three courses as a structured learning journey. This course is based on Agentic AI Systems Design, Build, and Deploy Intelligent Agents, by Vinit Kumar Singh. Copyright © 2026 Vinit Kumar Singh . All rights reserved. No part of this course may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews. Packt is one of the world's most prolific publishers of cutting-edge technical content. For over two decades we've made it our mission to curate and publish the knowledge of only the very best technical experts. We focus on real-world courses that help our customers get the job done, with coverage that extends across a wide range of established and cutting-edge technical topics. If you're an individual or an organisation that embraces learning by doing, Packt is the perfect fit for you.
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Explore the core principles of agentic AI, from foundational concepts and safe system setup to advanced prompting and reasoning strategies. Learn to design, implement, and secure intelligent agents using Python and modern LLM APIs. This course introduces the essential building blocks of agentic AI, guiding learners through the evolution of AI systems, the architecture of autonomous agents, and the critical importance of safety and threat modeling. Delve into advanced prompt engineering, mastering the language of agents and leveraging reasoning frameworks such as ReAct and Chain of Thought. By the end of the course, you will be able to design, implement, and evaluate robust agentic systems that can perceive, reason, and act autonomously while maintaining security and reliability. Learners progress through a blend of conceptual overviews, practical coding examples, and structured quizzes, ensuring a deep understanding of agentic AI foundations and advanced prompting techniques. The course emphasizes both theoretical frameworks and real-world implementation, enabling learners to build and secure intelligent agents from the ground up. This course is part one of a three-course Specialization designed to build a complete and cohesive understanding of the subject. While it offers valuable skills on its own, you'll gain the most benefit by progressing through all three courses as a structured learning journey. This course is based on Agentic AI Systems Design, Build, and Deploy Intelligent Agents, by Vinit Kumar Singh. Copyright © 2026 Vinit Kumar Singh . All rights reserved. No part of this course may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews. Packt is one of the world's most prolific publishers of cutting-edge technical content. For over two decades we've made it our mission to curate and publish the knowledge of only the very best technical experts. We focus on real-world courses that help our customers get the job done, with coverage that extends across a wide range of established and cutting-edge technical topics. If you're an individual or an organisation that embraces learning by doing, Packt is the perfect fit for you.
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Gain expertise in testing, evaluating, and deploying agentic AI systems at scale. Learn to ensure reliability, security, and performance in production-ready agent pipelines using industry-standard frameworks and protocols. This course guides learners through the critical processes of testing, debugging, and evaluating agentic AI systems, covering unit, integration, and end-to-end testing frameworks. Discover how to monitor and trace agent behavior using observability tools, and benchmark agent performance with automated evaluation pipelines. Progress to designing and deploying secure, scalable agent architectures, implementing robust guardrails, optimizing for cost and latency, and mitigating security risks in interoperability protocols. By the end of the course, you will be prepared to deliver production-grade agentic AI solutions that are safe, efficient, and resilient. Learners engage with comprehensive readings, practical coding walkthroughs, and targeted quizzes to master the end-to-end lifecycle of agentic AI deployment. The course emphasizes best practices in testing, observability, and secure deployment, ensuring learners can confidently bring intelligent agents into real-world production environments. This course is part three of a three-course Specialization designed to build a complete and cohesive understanding of the subject. While it offers valuable skills on its own, you'll gain the most benefit by progressing through all three courses as a structured learning journey. This course is based on Agentic AI Systems Design, Build, and Deploy Intelligent Agents, by Vinit Kumar Singh. Copyright © 2026 Vinit Kumar Singh . All rights reserved. No part of this course may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews. Packt is one of the world's most prolific publishers of cutting-edge technical content. For over two decades we've made it our mission to curate and publish the knowledge of only the very best technical experts. We focus on real-world courses that help our customers get the job done, with coverage that extends across a wide range of established and cutting-edge technical topics. If you're an individual or an organisation that embraces learning by doing, Packt is the perfect fit for you.