AI Agent Development with LLM (Build you first agentic AI): Level 1
Elevate your expertise with our AI Agent Development course. Master the art of building autonomous LLM-powered agents capable of reasoning, planning, and task automation. Through hands-on projects, you will explore Prompt Engineering, RAG, and Multi-Agent workflows to deploy sophisticated solutions for business automation and intelligent chatbots.
Case Study: ChatGPT style agent āĻā§āĻāĻžāĻŦā§ āĻāĻžāĻ āĻāϰā§
āύā§āĻŦā§āύ: Salman Md Sultan
Milestone 8: Tools, APIs & Practical Agents
API basics â REST - keys - rate limits
OpenAI/Gemini/Claude API overview
Function Calling/Tool Usage
Error handling & fallback
Logging & debugging
langchain
pydantic
āύā§āĻŦā§āύ: Salman Md Sultan
Milestone 9: Memory & Knowledge Base
Conversation memory concepts
Short-term vs Long-term memory
Vector DB intro
Embeddings concept
RAG basics
Knowledge-base agent build
Hallucination reduce with RAG
āύā§āĻŦā§āύ: Salman Md Sultan
Milestone 10: Multi-Step & Multi-Agent
Multi-step reasoning
Task decomposition(plannerâexecutor)
ReAct+Tool use
Multi-agent communication
State management
Failure recovery
Research assistant agent
āύā§āĻŦā§āύ: Salman Md Sultan
Milestone 11: MCP Server & External Tool Integration
What is MCP(Model Context Protocol)
Why MCP for Agents
mcp server install & setup
mcp.json config
Connect agent with MCP
File/Web/DB server examples
Tool discovery & execution
Debugging & best practices
Agent demo with MCP
āύā§āĻŦā§āύ: Salman Md Sultan
Milestone 12: Projects
Customer support agent
Document Q&A agent
Code assistant
WhatsApp/Telegram/Web chatbot
Lead generation agent
Data analysis agent
Deployment options
āύā§āĻŦā§āύ: Salman Md Sultan
Milestone 13: Safety, Evaluation & Optimization
Safety & guardrails
Prompt injection defense
Cost optimization
Latency & caching
Hybrid/offline embeddings
Evaluation metrics
āύā§āĻŦā§āύ: Salman Md Sultan
Salman Md Sultan
Education
,
IT Industrial Experience
(6 Years)
No.
Institution
Designation
Duration
1
CEO, Innovative Skills Ltd | Former Report Analyst, Robi | Former Technical Team Leader, European IT Solutions | Former AI Researcher, WMCS LAB, Chosun University, South Korea
CEO, Innovative Skills Ltd | Former Report Analyst, Robi | Former Technical Team Leader, European IT Solutions | Former AI Researcher, WMCS LAB, Chosun University, South Korea
Enrolling in the "Python Development with Django" course at ISBD has been a transformative experience. Salman Vai, our instructor, is so supportive, he treats me like a brother. His teaching style is exceptional, breaking down complex concepts with clarity and enthusiasm. The detailed course structure ensures a comprehensive understanding. If you're seeking a top-notch educational destination, ISBD is the place to be. I recommend it for anyone looking to upskill and looking for a very good learning environment.
Shaiful Islam
(5.0)
1 year ago
Embarking on a 4IR journey? Choose Innovative Skills. From Computer Vision, and NLP to other cutting-edge courses, their hands-on approach and expert insights made complex topics feel approachable, igniting a passion in me I never knew I had. If you're on the fence about where to start, trust me, this is the place. Dive in, and let them be the compass to your future.
Siraj Us Salekin
(5.0)
1 year ago
Innovative Skills BD provided an excellent foundation for my journey into Machine Learning and Deep Learning.
The NLP course, led by the phenomenal instructor Salman Bhai, was instrumental in teaching practical NLP model building and fostering a clear understanding of NLP classification, chatbots, and recommendation systems.
However, it's important to note that this course is best suited for those with some programming experience. While highly valuable, it may be challenging for complete beginners. Ideal participants include recent university graduates or programmers seeking practical NLP knowledge.
Salman Bhai's skillful guidance sets you on the right path. Those with strong self-study skills or a genuine desire to expand their NLP knowledge will find this course to be an excellent fit.
Salman Bhai and his team were incredibly supportive throughout the program. Their dedication to continuous workshops and industry knowledge sharing significantly enhanced the learning experience.
Overall Rating: 4.5 out of 5 stars
A minor suggestion for improvement: While the course is fantastic, full beginner-friendliness with comprehensive code explanations for those entirely new to implementation would elevate it to a perfect score. However, for the hard-working student, this knowledge gap can be readily addressed through additional self-study using documentation or online resources. Ultimately, even the challenges encountered are part of the rewarding learning process.
Thank you once again to Salman Bhai and his team!
Tasfiq Kamran
(5.0)
1 year ago
A very friendly teaching platform with up to date topics and industry experts. Learning here is a great experience.