Design pattern of agent AI to Hands-on with Crew AI and AutoGen. Agentic RAG, AgentOps, AutoGenStudio & AgentOps.
What you will 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.
Why take this course?
🌟 Course Title: Mastering Agentic AI: From Design Patterns to Coding with Crew AI and AutoGen
📘 Course Description:
Embark on a transformative journey into the realm of Artificial Intelligence, where you’ll unlock the secrets behind autonomous, decision-making, and collaborative AI agents. This comprehensive course, crafted for AI enthusiasts, data scientists, developers, and quality engineers, is designed to catapult your expertise in Agentic AI to new heights.
What You’ll Learn:
- 🚀 Foundational Concepts: Grip the core principles of agent-based AI and understand how agents function independently to tackle complex challenges.
- 🤖 Key Design Patterns: Master essential design patterns like reflection, planning, and multi-agent collaboration that are crucial for creating intelligent, adaptive AI solutions.
- Hands-On Experience: Get practical with frameworks such as Crew AI and Microsoft AutoGen, where you’ll implement efficient and cooperative multi-agent systems.
- 🧠 Innovative Approaches: Dive into Agentic RAG for a smarter approach to information retrieval using agents, and explore the operational lifecycle of AI agents with AgentOps.
- 🛠️ Advanced Tools: Learn how to leverage AutoGenStudio for effortless agent development and optimize agent performance with AgentOps.
Course Highlights:
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- Real-World Applications: Apply your knowledge by designing, building, and deploying sophisticated AI agents in various scenarios.
- Cutting-Edge Content: Stay ahead of the curve with a curriculum that’s continuously updated with the latest Agentic AI concepts and applications.
- Expert Instruction: Benefit from the expertise of Soumen Kumar Mondal, whose experience and insights will guide you through every step of the learning process.
Why Enroll in This Course?
- 🌱 Skill Advancement: Whether you’re a beginner or an experienced professional, this course will help you expand your skill set in AI agent design and coding.
- 🤝 Community Engagement: Join a community of like-minded peers and experts to exchange ideas, challenges, and best practices.
- 🔄 Future-Proof Your Career: In an era where AI is rapidly evolving, this course equips you with the knowledge to stay relevant and thrive in the field of Agentic AI.
Course Structure:
- Introduction to Agentic AI
- Understanding the basics of AI agents
- The importance of design patterns in AI development
- Design Patterns for AI Agents
- Exploring reflection and planning in AI agents
- Multi-agent systems and workflows
- Hands-On with Crew AI
- Getting started with the Crew AI framework
- Designing and implementing multi-agent solutions
- Microsoft AutoGen Deep Dive
- An in-depth look at AutoGen’s capabilities
- Building agentic applications with AutoGenStudio
- Operationalizing AI Agents
- Understanding the lifecycle of an AI agent with AgentOps
- Optimizing agent performance and resource usage
- Agentic RAG: A Retrieval-Augmented Generation Approach
- Using agents to enhance information retrieval processes
- Capstone Project
- Apply your knowledge to a real-world problem
- Collaborate with peers and receive feedback from instructors
Enroll Today! 🚀
Don’t miss the opportunity to be at the forefront of Agentic AI. Enroll in this course now and take the first step towards becoming an expert in designing, building, and deploying autonomous intelligent systems. Your future in AI starts here! 🎓✨
Note: This course is continually updated with new content to ensure you receive the most current information on Agentic AI technologies and applications. Join us on this exciting journey into the future of AI!
