AI LEARNING THROUGH PROJECTS
guided step-by-step learning created on my way to developing AI project solutions
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Phase 1 – AI Foundations Starter Kit: Setup, Concepts, and Glossary
Phase 2 – Code to Cloud: Streamlit, GitHub and Your First Launch — Assignment 1 Follows
Great job on your first Streamlit app! Now dive into Assignment 1 to turn your learning into real AI projects.
Phase 3 – Model Compass to Portfolio: Explore ML Models, Master Streamlit, Build Two Apps
Phase 4 – Portfolio Triple Play: Segmentation, Sentiment, and Digit Recognition Apps
Phase 5 – Forecasting Showdown: One Retail Sales Mega App with Four Forecasting Models and Three Power Docs — Assignment 2 Follows
You are building something amazing—keep going! Assignment 2 is your next big step toward becoming an AI creator.
Phase 6 – From Prompts to Performance: Master Prompting, Prep Interviews, Build Create Twice (ML + Transformers)
UPCOMING SECTIONS
TriageTwice: Classic ML + Transformers AI App
Learn how the same real customer-support routing problem is solved using classical ML first, then upgraded with Transformer-based models.
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Building Intelligent Apps: LLM & RAG Chatbots
→ Introduction to LLM-powered systems
→ Retrieval + prompting
RAG Chatbot (AI Customer Service Voice Assistant)
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Agentic AI Intensive: Build 3 Real-World Apps
→ Multi-agent reasoning
→ Orchestration mindset
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Agentic AI Chatbot: From Design to Deployment
End-to-end LLM system engineering
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Agentic Sales Analyst: Build a Data-Driven Insight App
Applied business intelligence with agents + Transformers Version
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Agentic AI for Smarter Retail Supply Chain Optimization - App Coming Soon
Advanced, domain-specific agentic system
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