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AI Startup SchoolProgramme Curriculum

Choose your track and explore the week-by-week curriculum designed to transform you into an AI professional

6-Month Programme Includes

Comprehensive AI training with career support

Resume optimization & ATS formatting
Technical interview preparation
Job search strategy & applications
Salary negotiation coaching
Professional networking support
Career launch & first 90 days

AI Engineering Programme

Build production AI applications, deploy machine learning models, and create intelligent systems that scale

24 weeks • 5-8 hours/week
Flash Sale: $1599 (68% OFF!)
⏰ Weekly Time Breakdown
📚 1-2 hours curriculum learning (weekends)
🚀 4-6 hours startup project work (evenings + weekends)
1

Python Fundamentals & Dev Environment Setup

Week 1

Master Python basics and set up your AI development environment

🛠️Python fundamentals, dev environment setup, intro to GenAI tools (Cursor, VSCode, Colab)
2

Transformers & Tokenization Basics

Week 2

Understand the foundation of modern AI models

🛠️Learn transformer architecture, tokenization concepts, and how LLMs process text
3

Prompt Engineering & LLM APIs

Week 3

Master AI communication and API integration

🛠️Prompt engineering techniques, OpenAI API, HuggingFace integration
4

Embeddings & Vector Databases

Week 4

Store and search AI-generated content intelligently

🛠️Embeddings theory, FAISS, Pinecone, Weaviate implementation
5

RAG Basics

Week 5

Build your first retrieval-augmented generation system

🛠️Simple retrieval pipeline, document chunking, semantic search
6

LangChain Essentials

Week 6

Streamline AI application development

🛠️LangChain chains, memory management, RAG integration
7

Full-Stack Basics

Week 7

Connect AI backend to user interfaces

🛠️FastAPI development, simple front-end integration
8

Git, Docker & Cloud Deployment Essentials

Week 8

Deploy and manage AI applications in production

🛠️Version control, containerization, cloud deployment fundamentals
9

Observability Lite

Week 9

Monitor and optimize your AI applications

🛠️LangFuse basics, cost tracking, logging best practices
10

Mini Project Kickoff

Week 10

Conceptualize and start building your AI project

🛠️Project planning, GitHub setup, LinkedIn posts - build in public
11

Mini Project Review & Support

Week 11

Get feedback and iterate on your project

🛠️Code review, troubleshooting, feature enhancement
12

Demo & Reflection

Week 12

Showcase your work and celebrate achievements

🛠️Public showcase, project presentation, community celebration 🎉
13

Capstone Project Design & Kickoff

Week 13

Start your major AI project and career preparation

🛠️Project design, GitHub setup, CV optimization, LinkedIn profile enhancement 🚀
14

Improving RAG Systems

Week 14

Advanced retrieval techniques for better AI responses

🛠️Advanced chunking strategies, reranking, hybrid search implementation
15

Agents & Tool Use

Week 15

Build AI systems that can use tools and take actions

🛠️LangChain Agents, MCP (Model Context Protocol) introduction
16

Automations with GenAI

Week 16

Create intelligent automation workflows

🛠️Make.com integration, Zapier workflows, API automation patterns
17

Lightweight Customization

Week 17

Customize AI models for specific use cases

🛠️Prompt templates, few-shot learning, simple LoRA demonstration
18

Multimodal Basics

Week 18

Work with text, images, and audio in AI applications

🛠️Integrate Whisper for speech, DALL-E for images, multimodal workflows
19

Evaluation & Observability

Week 19

Measure and monitor AI system performance

🛠️Advanced LangFuse usage, structured outputs, performance metrics
20

Deployment & Scaling

Week 20

Scale AI applications for production use

🛠️Cloud deployment strategies, caching systems, cost optimization
21

Security & Responsible AI

Week 21

Build secure and ethical AI systems

🛠️PII handling, prompt injection safety, bias detection and mitigation
22

Capstone Project Build

Week 22

Intensive development phase with career support

🛠️Project implementation, presentation skills, networking strategies
23

Capstone Project Review & Support

Week 23

Refine your project with expert feedback

🛠️Code review, feature iteration, performance optimization
24

Capstone Final Demo & Graduation

Week 24

Showcase your expertise and join the alumni community

🛠️Public project showcase, alumni network induction, Snapdrum community onboarding 🎓

Ready to Start Your AI Engineering Journey?

Join our comprehensive 6-month programme and build real projects with top startups. Get career support to land your dream job.