AI Agent :Design pattern to coding Agentic AI CrewAI AutoGen
What you'll learn
- Agentic AI concepts and workflow, overview and characteristics, Applications of agentic AI.
- Design pattern of Agentic AI.
- Crew AI overview and components.
- Crew AI Hands-On build simple agent with streamlit app.
- Crew AI hands on Hierarchical Process, Customized Manager Agent
- Build Trip Planner Agentic app with Streamlit.
- Build Python code with Agentic AI. Integrate Agents with AgentOps.
- Overview and concepts of AutoGen.
- Build various conversational pattern sequential, GroupChat, Custom Tools with AutoGen Hands-on.
- Build Agentic RAG with AutoGen. Build Agent based RAG with AutoGen and streamlit.
- AutoGen studio concepts. AutoGenStudio hands-on , build skills with AutogenStudio, Build model with AutogenStudio, build workflow with autogenstudio.
Requirements
- Basic understand of Python.
Description
This is an in-depth course that will equip you with the foundational concepts and practical skills needed to master Agentic AI. Dive into the exciting world of AI agents, where you’ll learn how agents autonomously perform tasks, make decisions, and collaborate to solve complex problems. This course covers key design patterns like reflection, planning, and multi-agent workflows, which are essential to building intelligent, adaptive AI solutions.
You'll get hands-on experience with leading frameworks such as Crew AI and Microsoft AutoGen, learning how to implement multi-agent systems that excel in cooperation and efficiency. The course also introduces Agentic RAG, a Retrieval-Augmented Generation approach using agents for smarter information retrieval, and AgentOps, focusing on the operational lifecycle of AI agents. Additionally, we will explore AutoGenStudio for seamless agent development and AgentOps for managing and optimizing agent performance.
Whether you're a data scientist, developer, AI enthusiast, or quality engineer, this course is tailored to advance your skills in designing, building, and deploying sophisticated agentic AI solutions. Join us and become proficient in shaping the future of autonomous intelligent systems.
The course will get updated with new Agentic AI concepts and agent based AI apps. Enroll and be part of future of AI that is Agentic AI.
Who this course is for:
- Data Scientists.
- AI enthusiast
- Students
- Quality Engineer
- Software Developer
- Business Analysts
Instructor
- 4.3 Instructor Rating
- 196 Reviews
- 4,605 Students
- 5 Courses
With over 18 years of extensive IT experience, I currently serve as an Application Architect at a leading global IT firm. Throughout my career, I have successfully managed and delivered critical projects across multiple geographies. My expertise spans various domains, allowing me to bring a diverse and comprehensive approach to solving complex technical challenges. I'm passionate about leveraging cutting-edge technologies to drive innovation and efficiency in every project I undertake.