Building a Complete Agentic AI App - Advanced
Learn to design and build end-to-end Agentic AI systems with real-world use cases. Go beyond traditional AI workflows by integrating planning, memory, tools, and autonomous decision-making. Get hands-on with code, tools, and frameworks to build functional, goal-driven AI agents from scratch.
- Go beyond traditional AI workflows by integrating planning, memory, tools, and autonomous decision-making
- Get hands-on with code, tools, and frameworks to build functional, goal-driven AI agents from scratch.
Prabhakaran SPrincipal Data Scientist
Included in All-Access, one membership for every course.
- Lessons
- 9, in 2 chapters
- Video
- 1 h 13 min
- Certificate
- On completion
What you'll be able to do
- Basics of Agentic AI framework
- Understanding CrewAI library
- Multi Agent System
- Building structured Research Agent
- Sequential vs Hierarchical management
- Hands-On Code Implementation
- Fully working code and notebooks
Course content
2 chapters · 9 lessons · 1 h 13 min
01Introduction to Agentic AI4 lessons · 43 min
- Agents vs Traditional Software Dev vs LLMs vs RAG20:43
- Download Resources1:00
- Components of Agentic AI Systems7:45
- Agentic AI Workflow13:45
02Project Implementation5 lessons · 31 min
- Introducing CrewAI-Our framework for building Agents3:26
- Building Our ArXiv Research Crew: A Practical Project8:19
- Agents, Tasks and Crew6:28
- Running and Human Feedback9:09
- Cost Optimization Approaches3:47
What you need
- Basics of Python
- Foundational knowledge of Data Science
- High school maths
Who this course is for
- Data Science Aspirants
- Data Science Professionals
- Software/Data engineers interested in quantitative analysis
- Professionals working with large datasets
- Data analysts, economists, researchers
Your instructor
Prabhakaran S
Principal Data Scientist
My name is Selva, and I am super excited to mentor you on this course!
I head the Data Science team for a global Fortune 500 company and over the last 10 years of my data science experience I've deployed 20+ global products. I'm also the Founder and Chief Author of Machine Learning Plus, which has over 4M annual readers.
I specialize in covering the in-depth intuition and maths of any concept or algorithm. And based on my existing student requests, I've put up the series of courses and projects with detailed explanations, just like on-the-job experience. Hope you love it!
- from 3,965 ratings
- 4.92
- learners
- 57K+
- courses
- 85
Questions
How do I get this course?
It is part of All-Access: one membership that opens all 85 courses. The plans and prices are on our course site. You can watch the free preview lessons before you join.
Can I get a refund?
Yes. If the membership is not right for you, ask for a refund within 30 days of your first payment.
Can I learn on my phone?
Yes. Lessons play in the browser on any phone, tablet or computer, and your place is saved for the next device.
I am already a member. Where are my courses?
On our course site, edu.machinelearningplus.com. Sign in there with the email you joined with. The courses move to this site later, with your access, and you will not pay again.
