This repository contains a collection of intermediate Python projects that demonstrate my skills in various areas of Python development, including machine learning, data analysis, automation, gaming, and more. Projects Machine Learning Advance Sentimental Analysis Description: A project that uses natural language processing techniques to perform sentiment analysis on text data. Technologies used: Python, NLTK, TextBlob, scikit-learn Enhanced Handwritten Digit Recognition Description: A project that uses machine learning algorithms to recognize handwritten digits. Technologies used: Python, TensorFlow, Keras, MNIST dataset Real-time Image Classification Description: A project that uses deep learning models to classify images in real-time. Technologies used: Python, TensorFlow, Keras, OpenCV Classification Description: A project that demonstrates various classification algorithms using scikit-learn. Technologies used: Python, scikit-learn, pandas, NumPy Data Analysis and Visualization Air Quality Index India Description: A project that analyzes and visualizes air quality data in India. Technologies used: Python, pandas, NumPy, Matplotlib, Seaborn Predicting House Price in Bangalore Description: A project that uses regression analysis to predict house prices in Bangalore. Technologies used: Python, scikit-learn, pandas, NumPy Data Visualization Description: A project that demonstrates various data visualization techniques using Python. Technologies used: Python, Matplotlib, Seaborn, Plotly Automation

Autobackup Description: A project that automates backup of files and directories. Technologies used: Python, schedule, shutil Email Automation Description: A project that automates sending emails using Python. Technologies used: Python, smtplib, email Auto Scroller Description: A project that automates scrolling tasks. Technologies used: Python, pyautogui Gaming 2048 Game Description: A project that implements the popular 2048 game using Python. Technologies used: Python, Pygame Snake Game Description: A project that implements the classic snake game using Python. Technologies used: Python, Pygame Intermediate Chess Description: A project that implements a chess game using Python. Technologies used: Python, python-chess Web Scraping and Automation Google Map Scraper Description: A project that scrapes data from Google Maps using Python. Technologies used: Python, BeautifulSoup, requests Tweepy Extraction Description: A project that extracts data from Twitter using Tweepy. Technologies used: Python, Tweepy

Other Projects Book Recommender Description: A project that recommends books based on user preferences. Technologies used: Python, scikit-learn, pandas Chatbot Description: A project that implements a simple chatbot using Python. Technologies used: Python, NLTK, TextBlob Server-Client Description: A project that demonstrates a server-client architecture using Python. Technologies used: Python, socket Webapp Socket Description: A project that demonstrates real-time communication using WebSockets. Technologies used: Python, Flask, WebSocket

Getting Started Clone the repository: git clone https://github.com/your-username/your-repo-name.git Navigate to the project directory: cd your-project-directory Install required libraries: pip install -r requirements.txt (if applicable) Run the project: python your-project-file.py Contributing If you'd like to contribute to any of these projects, feel free to fork the repository and submit a pull request. License Specify the license under which your projects are released (e.g., MIT License).