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Curriculum

কোর্সে আপনি পাচ্ছেন

প্রজেক্টসমুহ

কোর্সটি যাদের জন্য

জব পেয়েছে যারা

রিভিউ

FAQ

পেমেন্ট

Know Details about AI & ML

AI Agent কী? কী থাকে AI Agent এর ভেতরে? সহজ বাংলায় শিখুন AI Automation

Shourov Barua

Shourov Barua

Cofounder & COO at Ostad

n8n এ কিভাবে সাইন আপ করবেন? সহজ বাংলায় শিখুন AI Automation

Shourov Barua

Shourov Barua

Cofounder & COO at Ostad

কোড ছাড়া AI Chatbot বানান n8n দিয়ে | সহজ বাংলায় শিখুন AI Automation

Shourov Barua

Shourov Barua

Cofounder & COO at Ostad

HTTP Request কী? HTTP Request কিভাবে কাজ করে? | সহজ বাংলায় শিখুন AI Automation

Shourov Barua

Shourov Barua

Cofounder & COO at Ostad

Competitor Analysis with HERMES AGENT

Shourov Barua

Shourov Barua

Cofounder & COO at Ostad

AI Agent কী? কী থাকে AI Agent এর ভেতরে? সহজ বাংলায় শিখুন AI Automation

Shourov Barua

Shourov Barua

Cofounder & COO at Ostad

লাইভ ডেমো ক্লাস

কোর্সে জয়েনের আগে লাইভ ডেমো ক্লাস করে নিন।

Class Topic:

Ask Me Anything About "Master AI Automation & Build AI Agents" Course

29 September

08:00 PM

১৫৬০ জন লাইভ ডেমো ক্লাসটি বুক করেছেন।

নন কোডারদের জন্য AI Agents

Curriculum

17 Module

34 Live Class

Foundations (Module 1-3)

Teacher:

Shourov Barua

Week

1

AI Agent Foundations & First Builds

2 live class

1 Quiz

1 Assignment

Live Class 1: What Are AI Agents? Meet n8n & Build Your First Chatbot

Topic: AI Agent vs traditional chatbot vs raw LLM — where the real difference lies | Core components of an agent (Model, Tools, Memory, Reasoning loop) | Real-world business use cases and market scope — where the money is | Current limitations and future possibilities | What n8n is and why it dominates no-code/low-code automation | n8n interface tour: workflow, node, trigger, execution log | Setting up and connecting an OpenAI/Claude API key | Hands-on: Build and test your first conversational chatbot

Live Class 2: Build an Email-Based Customer Support Agent — From Theory to Live Delivery

Topic: Business value of support automation and why freelancers get paid for it | Setting up the Gmail/email trigger node and OAuth connection | Reading incoming emails and classifying intent | Designing a system prompt to lock in brand voice | Generating auto-reply drafts with human-in-the-loop approval | Edge-case handling: spam, irrelevant, and angry customers | Hands-on: Build a full support agent and debug common errors

Week

3

Data Fundamentals & Transformation

2 live class

1 Quiz

1 Assignment

Live Class 1: The Ins & Outs of JSON, Arrays, Objects, Strings, Numbers & Booleans

Topic: JSON syntax: key-value pairs, objects {}, arrays [] | Data types: string, number, boolean, null | Reading nested objects and arrays of objects | Accessing nested data with JSON path / dot notation | Mastering the n8n expression editor ({{ }}) | Common JSON mistakes and fixing data-format mismatches | Hands-on: Extract specific data from any API response

Live Class 2: Data Transformation in n8n — Mastering the Set Node & Code Node

Topic: Why data transformation is needed (fixing input-output mismatches) | Creating, renaming, and restructuring fields with the Set node | Item, list, and item-linking concepts | Custom logic in the Code node using JavaScript | Loop, filter, and map operations | Merging, splitting, and aggregating data | Hands-on: Clean messy API data into a usable format

Week

2

APIs & Webhooks

2 live class

1 Quiz

1 Assignment

Live Class 1: The Ins & Outs of APIs — Build a Weather Agent with the HTTP Request Node

Topic: What an API really is and why every agent depends on it | REST API basics: endpoint, method (GET/POST/PUT/DELETE), header, body | Authentication methods: API key, Bearer token, OAuth — and when to use which | How to read and test API documentation (using real docs) | The n8n HTTP Request node in depth | Understanding and handling rate limiting, timeouts, and status codes (200/400/401/429/500) | Hands-on: Build a Weather Agent by calling a weather API

Live Class 2: Webhooks from A to Z — Build a Historian Agent with Real-Time Triggers

Topic: What a webhook is and how polling differs from webhooks | Why webhooks are the backbone of real-time automation | Setting up the webhook node in n8n (test vs production URL) | Reading and parsing incoming payloads | Webhook security: signature verification and secret tokens | Triggering a webhook from an external app, form, or curl | Hands-on: Build a Historian Agent that returns information on request, plus webhook debugging (404s, wrong payloads)

Building Production Agents (Module 4-7)

Teacher:

Shourov Barua

Week

4

Web Scraping & Lead Generation

2 live class

1 Quiz

1 Assignment

Live Class 1: Web Scraping with Apify — Where There's Data, There's Opportunity

Topic: What web scraping is, plus its legal and ethical limits | Apify platform overview and the actor concept | Using ready-made actors (Google Maps, LinkedIn, any website) | Bringing scraped data into n8n | Handling pagination, rate limits, and anti-bot measures | Cleaning and structuring data | Hands-on: Scrape structured data from a real target

Live Class 2: Build a Lead Generation Agent with Meta Graph API

Topic: The lead-gen business model and why it's in high freelancing demand | Defining your target (ICP — Ideal Customer Profile) | Scraping leads with Apify (name, email, company) | Email verification and enrichment | Auto-pushing to Google Sheets / Airtable / CRM | Duplicate removal and data quality | Hands-on: Deliver an end-to-end lead generation agent

Week

6

RAG & Vector Databases

2 live class

1 Quiz

1 Assignment

Live Class 1: The Ins & Outs of RAG — Why Agents Need Their Own "Memory"

Topic: LLM knowledge limitations and the hallucination problem | What RAG (Retrieval Augmented Generation) actually is | What embeddings and vectors are, and how they work | Chunking strategy (size, overlap) | Vector database concepts and similarity search | The RAG pipeline: ingest → embed → store → retrieve → generate | When you need RAG and when you don't

Live Class 2: Build a RAG-Based Customer Support Agent with a Supabase Vector Database

Topic: Setting up Supabase and enabling pgvector | Preparing the knowledge base (docs, FAQ, PDF) | Ingesting documents and storing embeddings | Building the retrieval pipeline in n8n | Generating accurate answers from retrieved context | Source citation and accuracy verification | Hands-on: A support agent running on the company's own data


Week

5

MCP & Advanced Agents

2 live class

1 Quiz

1 Assignment

Live Class 1: MCP (Model Context Protocol) & Its Practical Usage

Topic: What MCP is and why it's called "USB-C for AI" | MCP server vs client architecture | How to connect an MCP server | Popular MCP servers (filesystem, GitHub, database) | MCP integration in n8n / Claude | The concept of exposing your own tool via MCP | Hands-on: Connect and use a real tool through MCP

Live Class 2: Build an AI Receptionist — A Smart Agent That Handles Calls & Chats

Topic: Receptionist agent use cases (clinic, salon, agency) and business scope | Multi-intent handling (booking, FAQ, routing) | Checking appointments via calendar integration | Holding conversation context with memory | Designing fallback and human handoff | Hands-on: Build and test a full AI receptionist

Week

7

make.com Automation

2 live class

1 Quiz

1 Assignment

Live Class 1: Build a Meeting Scheduler Agent with make.com

Topic: make.com vs n8n — when to choose which | The make.com interface: scenario, module, route | Google Calendar integration | Checking availability and suggesting slots | Sending email/notification confirmations | Multi-step scenarios and error handlers | Hands-on: Build a full meeting scheduler agent

Live Class 2: Social Media Automation with make.com

Topic: The business scope of content automation | Multi-platform posting (Facebook, Instagram, LinkedIn, X) | Generating captions and content with AI | Handling images and media | Scheduling and queue management | Pulling analytics data | Hands-on: Build a social media auto-poster

The Claude Power-User Track (Module 8-10)

Teacher:

Shourov Barua

Week

8

Claude for Automation & Client Work

2 live class

1 Quiz

1 Assignment

Live Class 1: Automation with Claude & Context Engineering

Topic: How automation with Claude differs from n8n | What context engineering is and why it's bigger than prompt engineering | Effective context: instruction, example, constraint, format | Context window management and cost control | System prompt vs user prompt design | Building reusable prompt templates | Hands-on: Complete a real automation task with Claude

Live Class 2: Claude Projects — Handling a Real Client's Task End to End

Topic: What Claude Projects are and when to use them | Setting up project knowledge and custom instructions | Simulating a real client scenario | Uploading documents, context, and brand voice | Iterative work and version handling | Building and handing over a client deliverable | Hands-on: A project-based client task from A to Z

Week

10

Claude MCP & Claude Code

2 live class

1 Quiz

1 Assignment

Live Class 1: Claude MCP with Excel, Figma & Mixpanel for Design & Analysis

Topic: Connecting external tools via MCP (recap) | Analyzing Excel/Sheets data with Claude | Using design context by connecting Figma | Reading product analytics by connecting Mixpanel | The data → insight → action workflow | Hands-on: Extract business insight from data

Live Class 2: Claude Code + Playwright — Build a Lead Generation Agent

Topic: What Claude Code is and how to install and set it up | Understanding terminal-based agentic coding | Browser automation with Playwright | Scraping leads from the web (login, navigate, extract) | Code structure and debugging | Hands-on: Build a code-based lead generation agent

Week

9

Claude Skills & Connectors

2 live class

1 Quiz

1 Assignment

Live Class 1: Claude Skills — Building Reusable Capabilities

Topic: What Claude Skills are and how they work | Skill structure (SKILL.md, instructions, resources) | When to build a skill vs just prompt | Creating your own custom skill | Testing and iterating on a skill | Sharing and reusing skills across a team | Hands-on: Build a practical skill

Live Class 2: Claude Connectors — Turning Claude into Your Personal Assistant

Topic: What Connectors are and how they relate to MCP | Connecting Gmail, Calendar, and Drive | Doing real tasks with connected tools | Privacy, permission, and security considerations | Automating your daily workflow | Hands-on: Set up your own personal assistant

কোর্সটি আপনারই জন্য

যদি চান- AI এজেন্ট ডেভেলপার হিসেবে ক্যারিয়ার স্টার্ট করতে পারেন

নিজের ডে টু ডে লাইফকে ইজি করতে চান

এ আই এজেন্ট ডেভেলপ করে চাচ্ছেন, মার্কেটপ্লেসে কাজ করতে

Instructor

Lead Instructor

Shourov Barua

Cofounder & COO at Ostad | AI Automation & AI Agent Specialist

Teaching Assistant

Md Mehedi Hasan Nayeem

Teaching Assistant at Ostad

Teaching Assistant

Sunzil Khandaker

Researcher | Co-founder at AbSun | Computer Vision, AI | Datathon Winner | Seeking MSc/PhD Opportunities

Teaching Assistant

Abrar Javed Sorafi

Teaching Assistant at Ostad | Jr. Backend Developer | Lead Django Developer - SevvenLabs | Freelance Django Developer | Solving SaaS Scalability & Automation Challenges

যেসব ট্যুলস ও টেকনোলোজি শিখবেন

n8n(local host)

Voiceflow

OpenAI

Anthropic

Hugging Face

Google Gemini

LLaMA

Postman

REST API

JSON

GitHub

MongoDB

Google Calendar

Google Tasks

Vector DB

ChromaDB

FAISS

Gmail

Zapier

কী কী থাকতে হবে

ল্যাপটপ/ডেস্কটপ (৪ জিবি র‍্যাম)

ভালো ইন্টারনেট কানেকশন

লেগে থাকার মানসিকতা

কোর্সে আপনি পাচ্ছেন

৪ মাসের স্টাডিপ্ল্যান

৩৪ টি লাইভ ক্লাস

১১ টি স্ট্যান্ডার্ড প্রজেক্ট

প্রোগ্রেস ট্র্যাকিং

সপ্তাহে ৩ দিন সাপোর্ট ক্লাস(ক্লাস হবে রাতে)

কমিউনিটি সাপোর্ট

লাইফটাইম এক্সেস

ইন্টারভিউ হ্যান্ডবুক

সার্টিফিকেট

কোর্স শেষে পাচ্ছেন এক্সক্লুসিভ জব প্লেসমেন্ট সাপোর্ট!

CV review and optimization

Portfolio review(Github/Behance)

Linkedin profile review and optimization

Technical mock interview

HR mock interview

Job referral

Access to exclusive job opportunities

কোর্সটি আপনারই জন্য

যদি চান- AI এজেন্ট ডেভেলপার হিসেবে ক্যারিয়ার স্টার্ট করতে পারেন

নিজের ডে টু ডে লাইফকে ইজি করতে চান

এ আই এজেন্ট ডেভেলপ করে চাচ্ছেন, মার্কেটপ্লেসে কাজ করতে

সাকসেসফুল হয়েছেন যারা

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এই কোর্সের বিষয়গুলো আমার জন্য নতুন, এবং বিষয়গুলো বোঝা খুব দরকার ছিল। Course Instructors ভালো শিক্ষক। কোর্সটা খুব মজার ছিল এবং আমার মনে হয় সবার মজা লেগেছে। ধন্যবাদ Course Instructors।

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আমি আপনাদের তিন নম্বর এবং চার নম্বর ব্যাচেও কোর্স করছিলাম। সেই তুলনায় ১১ নম্বর ব্যাচের কোর্সটা অনেক গোছানো এবং সুন্দর হয়েছে। ইনশাল্লাহ এখান থেকে ভালো কিছু হবে আশা করছি।

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What makes the Course Instructors good is their practical approach. They avoid unrealistic promises and focus on real-world concepts. Honestly, instructors who are a bit strict are exactly what we need.

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Very good and clear delivery of speech.

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Very good Course Instructors. Their teaching method is excellent; they handle the sessions strictly yet in a fun way. Even during a 2 hour 22 minute session, it never felt boring or monotonous.

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Course Instructors খুব সুন্দর ও সহজভাবে প্রতিটি বিষয় বুঝিয়েছেন। তাঁদের পড়ানোর পদ্ধতি আমার খুবই ভালো লেগেছে। কোর্সটি করে আমি অনেক কিছু শিখতে পেরেছি। আন্তরিকভাবে Course Instructors-দের ধন্যবাদ।

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Md. Abid Hasan (ব্যাচ ৯)

The Course Instructors explained the RAG concepts very clearly and made the topic easy to understand with practical examples. The sessions were informative, engaging, and very useful for understanding how RAG works in real-world AI applications. Overall, it was an excellent course.

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The Course Instructors are very patient with the students and enthusiastic about teaching.

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The Course Instructors are highly knowledgeable and do an excellent job of explaining concepts in a clear and understandable manner. Overall, the Course Instructors demonstrate strong subject matter expertise and a genuine commitment to student success.

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The Course Instructors' instructions were very direct and understandable. They explained everything elaborately and gave the opportunity to ask questions whenever it was appropriate. Overall, it was a great interactive course.

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The Course Instructors explained everything clearly and seem knowledgeable.

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The Course Instructors' teaching strategy is awesome and engaging.

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Thank you! It was such a great course. We really enjoyed it and learned a lot!

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I highly appreciate the devotion of the Course Instructors. Despite being very sick, they continued with the session and made each topic understandable.

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The teaching capability, command during the sessions and dedication of the Course Instructors are outstanding.

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In my opinion the Course Instructors are very strict, but they teach us very well.

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Excellent, clear voice and presentation.

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Md. Jahangir Alom (ব্যাচ ১০)

This course has great potential for our professional life. Thank you very much to our honourable Course Instructors for their teaching skills and techniques. Thanks to all staff for regular support.

MS

Md Shazzadur Rahman (ব্যাচ ৯)

Explaining concepts - wow, managing 180 people - wow. What I liked: 1st - clear agenda, 2nd - making us understand the concept.

MI

Md Imran Rahman (ব্যাচ ৮)

Excellent, hard working, engaging with the topic.

RA

Russel Ahmed (ব্যাচ ৮)

The course was informative and well conducted.

RA

Rakinul Azim (ব্যাচ ৭)

The first impression of the course was very good and the sessions were also easy and understandable. My Course Instructors are amazing teachers and at the same time funny people, who do not let us get bored.

MN

Md. Nahid Faysal Sujel (ব্যাচ ৭)

Our Course Instructors are very talented, they teach us very calmly. I bought the course after a demo class and realized that they can teach very easily.

MH

Mahmudul Hasan (ব্যাচ ১১)

The Course Instructors were very straightforward and that's a good thing for me.

A(

Araf (ব্যাচ ১০)

The Course Instructors are very supportive, approachable, and explain the topics clearly. The sessions are engaging and helpful, and the Course Instructors are always willing to answer questions and provide guidance. Overall, I am satisfied with the Course Instructors' teaching style.

SR

Shamsur Rahman (ব্যাচ ১০)

Course Instructors khub friendly. Khub sundor kore bujhanor try kore.

NA

Nipa Akter (ব্যাচ ৯)

The Course Instructors' way of speaking is really engaging for the listeners.

SM

S. M. Sadman Haque (ব্যাচ ৮)

The Course Instructors are not just reading scripts or creating workflows but also ensuring that everyone is understanding by pausing, re-explaining and taking questions.

FB

Farhab Bin Naser (ব্যাচ ৮)

The Course Instructors were highly knowledgeable, supportive, and explained every topic clearly. The sessions were engaging, and all questions were answered patiently. Thank you for the excellent guidance.

ME

Md. Ekramul Hossain (ব্যাচ ৮)

The Course Instructors demonstrated exceptional knowledge and explained concepts in a clear, engaging manner. Their teaching style made learning enjoyable and easy to understand, even for complex topics. Overall, it was an excellent experience, and their guidance greatly enhanced my understanding.

MS

Md Saiful Alam (ব্যাচ ৭)

Course Instructors bhalo bujhay. Tader bujhanor skill bhalo. Overall course ta bhalo chilo.

HR

Hafizur Rahman Shimanto (ব্যাচ ৭)

The Course Instructors are knowledgeable, friendly, and supportive. They explain concepts clearly, encourage participation, and make the sessions engaging. Overall, it was a great learning experience.

SA

Shorifa Akter (ব্যাচ ৭)

Knowledgeable and supportive Course Instructors.

SH

Sabiha Hasan (ব্যাচ ১১)

I truly appreciate the way our Course Instructors conduct every session with so much care, patience, and dedication. They explain each topic in such a clear and simple way that it becomes much easier for us to understand and apply. Whenever someone does not understand a topic, they patiently explain it again and demonstrate it until we fully understand. What I especially appreciate is their friendly teaching style and the effort they put into making every topic easy and practical for us. Their way of presenting and explaining things makes the learning experience enjoyable and motivating. I am very hopeful that if I can complete this four-month course successfully, I will gain many valuable skills that I can apply to my digital marketing and online activities. I believe these skills will help me automate many of my tasks and work more efficiently. I am genuinely grateful for the opportunity to learn from such supportive Course Instructors, and I am excited to continue this journey and learn much more.

MA

Md Al Amin (ব্যাচ ১১)

Very supportive and motivating Course Instructors.

AT

Ayesha Tasnim Anika (ব্যাচ ১০)

Great teaching style and very clear explanations. I really enjoyed learning from these Course Instructors.

IK

Ibrahim Khalil Mobin (ব্যাচ ১০)

With the Course Instructors' guidance, I think I'll learn more than I expected.

MA

M. Atiqur Rahman Tareq (ব্যাচ ১০)

Very much precise and supportive towards students.

MH

Monirul Hasan Rafi (ব্যাচ ৯)

I have never seen instructors who are as involved with students in online courses as the Course Instructors.

MM

Md. Mostafizur Rahman (ব্যাচ ৯)

I found the automation course very interesting, and overall the Course Instructors' sessions were good. In the future, inshallah, we hope for even better outcomes.

MS

Md. Sarwar Alam (ব্যাচ ৮)

Supportive and inspiring.

SJ

Sabrin Jahan (ব্যাচ ৮)

Highly focused on the topic during the course. Helps me keep the momentum going and learn better. Really clear about explaining the work at hand. Easy to follow. I like them.

N(

Nazmul (ব্যাচ ৭)

Goal-oriented and driven, encouraging tough learning through doing.

NR

Nandini Roy (ব্যাচ ৭)

The Course Instructors are very helpful and explain concepts clearly. The sessions are informative, well-organized, and easy to follow. I am enjoying the learning experience and appreciate the Course Instructors' support.

MR

Md Rashedul Islam (ব্যাচ ১১)

The Course Instructors explain concepts clearly and make complex topics easy to understand. They are patient, supportive, and answer questions well. The practical examples and live demonstrations are very helpful.

SH

Showim Hossen Siam (ব্যাচ ১০)

The Course Instructors are very smart in teaching, I think I can learn a lot from them.

MF

Md. Foridul Islam (ব্যাচ ৯)

The Course Instructors are so careful about us. They teach us point by point, and if anyone cannot understand anything, they help them understand it quickly with care and joy.

SS

Sujoy Sarkar (ব্যাচ ৯)

The Course Instructors were very professional, gentle, and supportive throughout the sessions. They explained every topic clearly and in an easy-to-understand way, which made the learning process much smoother and more enjoyable.

KS

Kh. Shapahjolovy Sabbir (ব্যাচ ৮)

Our Course Instructors are very friendly. They teach very well. I am satisfied.

IR

Iftekhar Rahman (ব্যাচ ৮)

The Course Instructors are among the best tutors I have ever had.

SC

Shahul Chowdhury (ব্যাচ ৮)

Course Instructors খুব সুন্দরভাবে বুঝিয়ে পড়িয়েছেন। সবচেয়ে ভালো লেগেছে তাঁরা practical দেখিয়ে বুঝিয়েছেন, যার কারণে বিষয়গুলো সহজে বুঝতে পেরেছি। তাঁদের teaching style খুবই engaging এবং beginner-friendly, তাই শেখার experience অনেক ভালো হয়েছে।

CA

Chandni Akter (ব্যাচ ৭)

The Course Instructors are good. The teaching style is clear.

SA

Saima Akther (ব্যাচ ৭)

The Course Instructors were good throughout the sessions and interacted well.

HH

Hafijul Haider (ব্যাচ ৭)

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