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What is Artificial Intelligence?
Explore the history of AI, understand AGI vs Narrow AI, and discover the key AI disciplines shaping our world.
Machine Learning: The Foundation of Modern AI
Learn about supervised, unsupervised, and reinforcement learning with real-world examples and the math behind it.
Deep Learning: Unraveling Complex Patterns
Understand neural networks, CNNs, RNNs, and Transformers that power modern AI systems.
Large Language Models: GPT, Claude & Beyond
How LLMs like ChatGPT and Claude work — training, fine-tuning, and real-world applications.
AI Ethics & Responsibility
Explore bias, privacy, transparency, regulation, and the future of responsible AI.
AI in Real Life: Transforming Our World
Discover how AI transforms healthcare, finance, education, transportation, entertainment, and art.
Introduction to Claude
What is Claude, its capabilities, and understanding the model family — Opus, Sonnet, and Haiku.
Claude Code CLI Mastery
Installation, setup, commands, hooks, slash commands, MCP servers, and IDE integrations.
Building with Claude API
API keys, SDK setup, making your first API call, tool use, and structured outputs.
Prompt Engineering for Claude
System prompts, few-shot learning, chain-of-thought, and advanced prompting techniques.
Building Coding Agents with Tool Execution
Build agents that write and execute Python code, manage files, and iterate on errors using Claude.
Real Projects with Claude
Build a chatbot, code assistant, and content generator from scratch using Claude.
Google AI Ecosystem
Overview of Gemini, Vertex AI, Google AI Studio, and TensorFlow.
Gemini API Basics
Setup, API calls, multimodal inputs, and building your first Gemini app.
Python for Machine Learning
NumPy, Pandas, Matplotlib basics — the essential toolkit for ML.
Scikit-Learn Essentials
Classification, regression, and clustering with the most popular ML library.
AI Job Landscape in Bangladesh
Roles, salaries, companies hiring, and the future of AI jobs in Bangladesh.
Building Your AI Portfolio
GitHub, Kaggle, blogging — showcase your skills to land your dream job.
Freelancing with AI Tools
Use AI tools professionally on Upwork, Fiverr, and beyond to earn from home.