Python and Generative AI Projects for Beginners - Building Applications and Machine Learning Systems

Overview

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Master Python programming and Generative AI through a comprehensive 10-hour course designed for beginners, featuring hands-on projects ranging from basic utilities to advanced AI applications. Start with Python fundamentals and progress through practical projects including a word counter, face recognition system, and password generator. Dive into data analysis by working with real-world datasets from football, Uber, and credit card transactions. Build sophisticated applications like movie recommendation systems and virtual assistants while learning essential data visualization techniques using Numpy, Pandas, Matplotlib, and Seaborn. Create interactive applications including QR code generators, chatbots, and gender detection systems using OpenCV. Explore cutting-edge Generative AI technologies by developing Flask applications with GPT integration, text-to-image conversion, and mobile apps using Langchain. Complete the learning journey by constructing web applications powered by ChatGPT 4.0, gaining practical experience in both traditional Python programming and modern AI development.

Syllabus

What is Python?
Why should you learn Python?
Installing Python
Project - Word Count
Project - Word Guessing Game
Face Recognition using Python
Password Generator
Analyzing Football Data
Project - Build a Python App to Track Amazon Process
Project - Uber Data Analysis to Predict Cab Fare
Project - Credit card fraud analysis
Project - Build a Movie Recommendation System Using Machine Learning
Data Visualization with Python: Matplotlib
Data Visualization with Python: SeaBorn
Python Project on IPL Data
Python Project on FIFA
Python Project on Marvel and DC Characters
Python Project on Game of Thrones Data
What is QR Code?
Project How to Generate QR Code using Python
Build your own chatbot using Python
Smile Detection Project using Python OpenCV
Project Gender Detection using Python
Project Language Translator in Python
Introduction to GenAI
What is OpenAI?
Flask GPT App
Flask Text-to-Image App
What is Langchain?
Create Your First LLM app for Android Mobiles
Build Python app using ChatGPT 4o
Build a Website using ChatGPT 4o