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 Text 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 TriageTwice (ML + Transformers)
Phase 7 – Building Grounded AI Systems: Semantic Retrieval, RAG Evaluation, Prompt Debugging, and Intelligent Chatbots
Phase 8 – Build Agentic AI with Multi-Agent Intelligence: Reliable, Adaptable Systems for Diverse Applications
Note: The launch of this training will be scheduled, Insh'Allah, under the direction of the National Ta'lim Department, Canada. The core projects and essential training materials have been completed, while supplementary documentation and supporting learning resources will continue to be developed and refined alongside course delivery.
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