Python & Gen AI Basics: Transition from 0 to Hero in 15 days

🌟 Unlock Python and Generative AI Basics with Java Concepts in Just 15 Days 🌟

Course Headline:

Python & Gen AI Basics: Transition from Java in Just 15 Days

Are you ready to embark on an exciting journey into the world of Python and Generative AI? Whether you’re a Java enthusiast or new to programming, this 15-day online course is your golden ticket to mastering the basics and building AI-powered projects with confidence! 🚀

Course Description:

Welcome to a course that seamlessly blends Python fundamentals with the power of Generative AI. Designed for those who have some Java knowledge, this beginner-friendly program will guide you through a practical learning experience that emphasizes real-world application and hands-on exercises.

With no prior Python or AI experience required, we’ll start from the basics and gradually build up your skills to a level where you can confidently navigate and contribute to the ever-evolving landscape of AI technology. Our storytelling approach will make learning engaging and memorable, ensuring that concepts stick with you.

📚 Course Outline:

Day 1-4: Python Fundamentals

• 🎉 Introduction to programming and Python essentials
• 🧾 Overview of Google Colab and GitHub for collaboration and version control
• ✅ Mastering Python syntax, including print statements, comments, variables, and data types
• 🔄 Exploring control structures like conditional statements, loops, and repetitive tasks
• 📋 Data structures: Lists, Sets, Tuples, and Dictionaries

Day 5-7: Functions, Modules, and Packages

• 🎯 Defining and calling functions in Python
• 📦 Understanding parameters, return values, and working with built-in libraries and modules
• ♻️ Introduction to PIP and installing packages as per project needs

Day 8: Files and Python Project

• ✍️ String operations and formatting for data manipulation
• 📄 File handling in Google Colab, including reading and writing files
• 🚀 A simple Python project to solidify your understanding of the basics

Day 9-10: Introduction to Generative AI

• 🤖 Understanding text generation tools and large language models (LLMs) like ChatGPT and Gemini AI
• 🧩 Practical exercises to compare different AI tools
• 💫 Code generation with AI, including prompt engineering for optimal communication
• 🚀 Building a Python code generator using AI (no complex coding required!)

Day 11-14: Advanced Generative AI Concepts

• ✨ Image generation with cutting-edge tools like DALL-E, Midjourney, and Stable Diffusion
• 🏠 Running LLMs locally using Ollama and LM Studio for offline AI experience
• 🔍 Retrieval Augmented Generation (RAG) technique with vector stores like ChromaDB
• 🧠 Exploring LLM frameworks: Langchain and LlamaIndex to build advanced systems
• 📚 Building a question-answering system using LLM frameworks

Day 15: Building Real AI Projects

• 🛠️ Creating AI-powered tools like SQL chatbots using Langchain for practical application
• 🌍 Exploring the open-source world of AI and setting your sights on further learning in AI

What You’ll Gain:

By completing this course, you’ll have a comprehensive understanding of Python programming and a solid grasp of Generative AI basics. You’ll be equipped with the tools and knowledge to build exciting AI projects from scratch, making this an invaluable resource for anyone interested in transitioning from Java to Python or diving into AI for the first time. 🌟

Join us on this transformative journey, and unlock the door to a future where coding and AI are within your grasp!