Welcome to my Python for Data Science portfolio! This repository serves as a hub for my data science projects, showcasing my skills in Python programming, data analysis, machine learning, and web scraping.
- Data Analyst Portfolio Project | Correlation in Python - Analyzing correlations in datasets using Python's data science stack (Pandas, NumPy, Seaborn).
- Economic Data Analysis Project with Python Pandas (In Progress) - Data scraping, cleaning, and exploration of economic datasets.
- Amazon Web Scraping Using Python - Extracting and analyzing product data from Amazon using BeautifulSoup/Scrapy.
- End-to-End Data Analytics Project | Banking Domain (In Progress) - Comprehensive analysis using Python, MySQL, and Power BI.
- Generating Poetic Texts with Recurrent Neural Networks (In Progress) - Text generation using RNNs/LSTMs.
- Twitter Sentiment Analysis in Python (In Progress) - Analyzing tweet sentiments using NLP techniques.
- Python (Pandas, NumPy, Matplotlib, Seaborn)
- Web Scraping (BeautifulSoup, Scrapy)
- Data Cleaning & Wrangling
- Statistical Analysis
- Machine Learning (Scikit-learn, TensorFlow/Keras)
- Natural Language Processing
- Data Visualization
- SQL Database Integration
Each project is contained in its own repository with:
- Jupyter Notebooks or Python scripts
- Detailed documentation
- Datasets (where applicable)
- Visualizations and analysis
- Time Series Forecasting Project
- Computer Vision Project with OpenCV
- Big Data Analysis with PySpark
💡 Suggestions? Feel free to open an issue or reach out with ideas for new projects!
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