āϞāĻžāχāĻ­ (āĻ…āύāϞāĻžāχāύ) āϕ⧋āĻ°ā§āϏ

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.

Duration: 24 classes Class Type: Live (Online) Batch: 1
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āĻŦā§āϝāĻžāϚ āĻļ⧁āϰ⧁

2026-02-01

āϞāĻžāχāĻ­ āĻ•ā§āϞāĻžāϏ

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āφāϏāύ āĻ–āĻžāϞāĻŋ

37

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āĻ•āĻžāϰāĻŋāϕ⧁āϞāĻžāĻŽ

Milestone 1 (Python Fundamentals)
  • Environment Setup
  • Data Type
  • Variable & Constants
  • Data Types
  • Type Conversion
  • Input/Output Operations
  • Operators
  • Conditional Statements (if-else)
  • Loops (for. while)
  • Functions
  • Lambda Functions
  • List Comprehension
  • String Manipulation
  • List
  • Tuple
  • Dictionary
  • Set
  • Exception Handling
  • File Handling
  • Module & Package
  • Virtual Environment
  • pip & Dependency Management

āύ⧇āĻŦ⧇āύ: Abdullah Al Noman

Milestone 2 (Extraction, Transformation Loading Processing in NLP)
  • Extraction Techniques from various Sources
  • Transformation Techniques from Various Sources
  • SQL (How to Deal with SQL Source)
  • Feature Engineering
  • Loading techniques into various destination
  • Task Scheduler in ETL Automation
  • Build a ETL Automation Workflow using Airflow
  • Build a projects

āύ⧇āĻŦ⧇āύ: Salman Md Sultan

Milestone 3 (Text Preprocessing in NLP)
  • Lowercasing
  • Removing Punctuation
  • Tokenization
  • Stopwords Removal
  • Stemming
  • Lemmatization
  • Removing Numbers
  • Removing Extra Whitespace

āύ⧇āĻŦ⧇āύ: Salman Md Sultan

Milestone 4 (Vectorization Technique in NLP)
  • Bag of Words (BoW)
  • TF-IDF
  • CountVectorizer
  • Word Embeddings (After Deep Learning)
  • Sentence Embeddings (After Deep Learning)

āύ⧇āĻŦ⧇āύ: Salman Md Sultan

Milestone 5 (Deep Learning models - Theory + Implementation)
  • Artificial Neural Network
  • Deep Neural Network
  • Convolutional Neural Network
  • RNN
  • LSTM
  • GRU
  • 2 Projects

āύ⧇āĻŦ⧇āύ: Salman Md Sultan

Milestone 6 (Generative AI Foundation- Theory + Implementation)
  • Transformer
  • Attention with Self Attention
  • Positional Encoding & Layer Normalization

āύ⧇āĻŦ⧇āύ: Salman Md Sultan

Milestone 7: Foundations — LLM, Prompting & Agent Mindset
  • AI Agent vs Normal Chatbot — āĻĒāĻžāĻ°ā§āĻĨāĻ•ā§āϝ
  • LLM āϕ⧀? — tokens - context window - embeddings (concept)
  • Prompt Engineering Basics
  • System / Instruction / Persona prompt design
  • ReAct / Chain-of-Thought — āϧāĻžāϰāĻŖāĻž
  • Hallucination — āϕ⧇āύ āĻšā§Ÿ & āĻ•āĻŋāĻ­āĻžāĻŦ⧇ āĻ•āĻŽāĻžāχ
  • Case Study: ChatGPT style agent āϕ⧀āĻ­āĻžāĻŦ⧇ āĻ•āĻžāϜ āĻ•āϰ⧇

āύ⧇āĻŦ⧇āύ: Salman Md Sultan

Milestone 8: Tools, APIs & Practical Agents
  • API basics — REST - keys - rate limits
  • OpenAI/Gemini/Claude API overview
  • Function Calling/Tool Usage
  • Error handling & fallback
  • Logging & debugging
  • langchain
  • pydantic

āύ⧇āĻŦ⧇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

āύ⧇āĻŦ⧇āύ: Salman Md Sultan

Milestone 10: Multi-Step & Multi-Agent
  • Multi-step reasoning
  • Task decomposition(planner–executor)
  • ReAct+Tool use
  • Multi-agent communication
  • State management
  • Failure recovery
  • Research assistant agent

āύ⧇āĻŦ⧇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

āύ⧇āĻŦ⧇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

āύ⧇āĻŦ⧇āύ: Salman Md Sultan

Milestone 13: Safety, Evaluation & Optimization
  • Safety & guardrails
  • Prompt injection defense
  • Cost optimization
  • Latency & caching
  • Hybrid/offline embeddings
  • Evaluation metrics

āύ⧇āĻŦ⧇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

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āϕ⧋āĻ°ā§āϏ āĻ“āĻ­āĻžāϰāĻ­āĻŋāω

āϞāĻžāχāĻ­ āĻŦā§āϝāĻžāϚ â€ĸ āϏ⧀āĻŽāĻŋāϤ āϏāĻŋāϟ

  • ⏱ Duration24 classes
  • đŸĒ‘ Available Seats37
  • 📡 Class Type āϞāĻžāχāĻ­ (āĻ…āύāϞāĻžāχāύ)
  • 🔓 AccessLifetime

Priceā§ŗ 7500

Discount Priceā§ŗ 4875

āĻŦā§āϝāĻžāĻšā§‡ āĻ­āĻ°ā§āϤāĻŋ āĻšā§‹āύ

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Course Instructor

Salman Md Sultan

Salman Md Sultan

CEO, Innovative Skills Ltd | Former Report Analyst, Robi | Former Technical Team Leader, European IT Solutions | Former AI Researcher, WMCS LAB, Chosun University, South Korea

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Mostafizur Rahman Limon

āϕ⧋āĻ°ā§āϏ āĻļ⧇āώ⧇ āĻĒāĻžāĻšā§āϛ⧇āύ āĻāĻ•ā§āϏāĻ•ā§āϞ⧁āϏāĻŋāĻ­ āϜāĻŦ āĻĒā§āϞ⧇āϏāĻŽā§‡āĻ¨ā§āϟ āϏāĻžāĻĒā§‹āĻ°ā§āϟ!

āϏāĻŋāĻ­āĻŋ āĻāĻŦāĻ‚ āĻ•āĻ­āĻžāϰ āϞ⧇āϟāĻžāϰ āĻŦāĻŋāĻ˛ā§āĻĄāĻŋāĻ‚ āϏāĻžāĻĒā§‹āĻ°ā§āϟ
āĻĒā§‹āĻ°ā§āϟāĻĢā§‹āϞāĻŋāĻ“ āĻŦāĻŋāĻ˛ā§āĻĄāĻŋāĻ‚ āĻāĻŦāĻ‚ āχāĻ¨ā§āϟāĻžāϰāĻ­āĻŋāω āĻ—āĻžāχāĻĄāϞāĻžāχāύ
1-to-1 āĻ•āĻžāĻ¸ā§āϟāĻŽāĻžāχāϜāĻĄ āĻ•ā§āϝāĻžāϰāĻŋ⧟āĻžāϰ āĻāĻŦāĻ‚ āϜāĻŦ āĻ…ā§āϝāĻžāĻĒā§āϞāĻŋāϕ⧇āĻļāύ āĻ•āύāϏāĻžāϞāĻŸā§‡āĻļāύ
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āϜāĻŦ āĻ…ā§āϝāĻžāĻĒā§āϞāĻŋāϕ⧇āĻļāύ āĻ—āĻžāχāĻĄāϞāĻžāχāύ āĻāĻŦāĻ‚ āϏāĻžāĻĒā§‹āĻ°ā§āϟ
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āϰāĻŋāĻ­āĻŋāω

Siraj Us Salekin
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!

Rahmatullah Masum
Rahmatullah Masum
(5.0) 1 year ago

Assalamu Alaikum. 'Machine Learning for NLP' and other courses offered by Innovative Skills BD are well organized and the instructors are very helpful. So I recommend the courses of Innovative Skills BD.

Obaydullah Hasib
Obaydullah Hasib
(5.0) 1 year ago

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
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.

āĻĒā§āϰāĻļā§āύ⧋āĻ¤ā§āϤāϰ

āĻāĻ–āύ⧋ āĻĻā§āĻŦāĻŋāϧāĻžā§Ÿ āφāϛ⧇āύ? āϚāϞ⧁āύ āĻĒāϰāĻŋāĻˇā§āĻ•āĻžāϰāĻ­āĻžāĻŦ⧇ āĻœā§‡āύ⧇ āύ⧇āχāĨ¤

01. āĻāφāχ āĻāĻœā§‡āĻ¨ā§āϟ (AI Agent) āĻāĻŦāĻ‚ āϏāĻžāϧāĻžāϰāĻŖ āĻšā§āϝāĻžāϟāĻŦāĻŸā§‡āϰ āĻŽāĻ§ā§āϝ⧇ āĻĒāĻžāĻ°ā§āĻĨāĻ•ā§āϝ āϕ⧀? +
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02. āĻāχ āϕ⧋āĻ°ā§āϏ⧇ āĻ•āĻŋ āϕ⧋āύ⧋ āĻĒā§āϰ⧋āĻ—ā§āϰāĻžāĻŽāĻŋāĻ‚ āĻ˛ā§āϝāĻžāĻ™ā§āĻ—ā§ā§Ÿā§‡āϜ āĻļ⧇āĻ–āĻžāύ⧋ āĻšāĻŦ⧇? +
āĻāχ āϕ⧋āĻ°ā§āϏ⧇ āĻŽā§‚āϞāϤ Python āĻŦā§āϝāĻŦāĻšāĻžāϰ āĻ•āϰ⧇ āĻāφāχ āĻāĻœā§‡āĻ¨ā§āϟ āĻŦāĻŋāĻ˛ā§āĻĄāĻŋāĻ‚ āĻļ⧇āĻ–āĻžāύ⧋ āĻšāĻŦ⧇āĨ¤ āϤāĻžāχ āĻĒāĻžāχāĻĨāύ⧇āϰ āĻŦ⧇āϏāĻŋāĻ• āϧāĻžāϰāĻŖāĻž āĻĨāĻžāĻ•āϞ⧇ āϕ⧋āĻ°ā§āϏāϟāĻŋ āĻŦ⧁āĻāϤ⧇ āĻ…āύ⧇āĻ• āϏ⧁āĻŦāĻŋāϧāĻž āĻšāĻŦ⧇āĨ¤
03. āϕ⧋āĻ°ā§āϏ āĻļ⧇āώ⧇ āφāĻŽāĻŋ āĻ•āĻŋ āύāĻŋāĻœā§‡āϰ āĻāφāχ āĻāĻœā§‡āĻ¨ā§āϟ āϤ⧈āϰāĻŋ āĻ•āϰāϤ⧇ āĻĒāĻžāϰāĻŦ? +
āĻ…āĻŦāĻļā§āϝāχ! āϕ⧋āĻ°ā§āϏ⧇āϰ āĻ•āĻžāϰāĻŋāϕ⧁āϞāĻžāĻŽ āĻāĻŽāύāĻ­āĻžāĻŦ⧇ āϏāĻžāϜāĻžāύ⧋ āĻšā§Ÿā§‡āϛ⧇ āϝāĻžāϤ⧇ āφāĻĒāύāĻŋ āĻšā§āϝāĻžāĻ¨ā§āĻĄāϏ-āĻ…āύ āĻĒā§āϰāĻœā§‡āĻ•ā§āĻŸā§‡āϰ āĻŽāĻžāĻ§ā§āϝāĻŽā§‡ āύāĻŋāϜāĻ¸ā§āĻŦ AI Agent, Research Assistant āĻŦāĻž āĻ•āĻžāĻ¸ā§āϟāĻŽ āĻšā§āϝāĻžāϟāĻŦāϟ āϤ⧈āϰāĻŋ āĻ•āϰāϤ⧇ āϏāĻ•ā§āώāĻŽ āĻšāύāĨ¤
04. āχ āϕ⧋āĻ°ā§āϏ⧇āϰ āϜāĻ¨ā§āϝ āĻ•āĻŋ āĻ…āύ⧇āĻ• āĻĻāĻžāĻŽā§€ āĻšāĻžāĻ°ā§āĻĄāĻ“ā§Ÿā§āϝāĻžāϰ āĻŦāĻž āϜāĻŋāĻĒāĻŋāχāω (GPU) āĻĒā§āĻ°ā§Ÿā§‹āϜāύ? +
āύāĻž, āφāĻŽāϰāĻž āĻŽā§‚āϞāϤ āĻāĻĒāĻŋāφāχ (API) āĻ­āĻŋāĻ¤ā§āϤāĻŋāĻ• āĻĄā§‡āϭ⧇āϞāĻĒāĻŽā§‡āĻ¨ā§āϟ āĻāĻŦāĻ‚ āĻ•ā§āϞāĻžāωāĻĄ āĻĒā§āĻ˛ā§āϝāĻžāϟāĻĢāĻ°ā§āĻŽ āĻŦā§āϝāĻŦāĻšāĻžāϰ āĻ•āϰāĻŦ, āϤāĻžāχ āϏāĻžāϧāĻžāϰāĻŖ āĻ˛ā§āϝāĻžāĻĒāϟāĻĒ āĻŦāĻž āĻ•āĻŽā§āĻĒāĻŋāωāϟāĻžāϰ āĻĻāĻŋā§Ÿā§‡āχ āφāĻĒāύāĻŋ āϏāĻŦ āĻĒā§āϰāĻœā§‡āĻ•ā§āϟ āϏāĻŽā§āĻĒāĻ¨ā§āύ āĻ•āϰāϤ⧇ āĻĒāĻžāϰāĻŦ⧇āύāĨ¤

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