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On my way, to become a Kick-ass Data Scientist
πŸ’­
On my way, to become a Kick-ass Data Scientist

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AlokTheDataGuy/README.md

πŸ’« About Me:

Hi, I'm Alok Deep, a MCA Data Science student passionate about *Data Analysis, Machine Learning, and Business Intelligence. I love transforming raw data into meaningful insights and building end-to-end analytical solutions using Python, SQL, Power BI, and ML models

πŸš€ Skills & Expertise

πŸ“Š Data Analytics & Data Science

  • Exploratory Data Analysis (EDA), Statistical Analysis, A/B Testing
  • Data Cleaning, Feature Engineering, Outlier Detection
  • Predictive Modeling (Regression, Classification, Time Series)
  • Clustering, Segmentation, Market Basket Analysis
  • Text Analytics (NLP), Sentiment Analysis
  • Experiment design, business insights & reporting

πŸ€– Machine Learning

  • Scikit-learn workflows (train/test split, model evaluation, pipelines)
  • Forecasting (ARIMA, Prophet), Anomaly Detection
  • Recommendation Systems
  • NLP: TF-IDF, Transformers, BERT-based models

πŸ› οΈ Tools & Technologies

  • Languages: Python, SQL
  • ML/DL: Scikit-learn, TensorFlow, PyTorch, Hugging Face
  • Analytics & BI: Power BI (DAX), Tableau, Excel (Pivot Tables, Power Query)
  • Data Engineering: Airflow, Docker, ETL Pipelines
  • Databases: MySQL, PostgreSQL, MongoDB

🌐 Web & Backend (Supportive Skills)

(Useful for dashboards, ML app deployment, automation)

  • Frontend: React, Tailwind
  • Backend: Flask, FastAPI, Node.js
  • Deployment: Vercel, Render, Docker

πŸ’» Tech Stack:

Python NumPy Pandas MySQL Excel Power BI Tableau Power Query Power Pivot LaTeX Git React Node.js Express.js MongoDB Tailwind CSS CSS3 JavaScript Flask NLP Computer Vision Scikit-learn TensorFlow Keras OpenCV Hugging Face PyTorch VS Code Postman Docker Vercel Render Canva

πŸ“œ Certifications

  • SQL (Advanced) Certification – HackerRank (2025)
  • Complete Data Science, Machine Learning, DL, NLP Bootcamp (Feb. 2025) - Udemy
  • Data Engineering Foundations Professional Certificate by Astronomer (Apr. 2025) - LinkedIn Learning
  • The Web Developer Bootcamp (Feb. 2023) - Udemy

🌐 Connect with Me

LinkedIn GitHub Portfolio X (Twitter) Reddit Kaggle

πŸš€ Always open to learning and collaborating on impactful projects! Feel free to connect! ✨

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  1. India-Foodgrain-Stocks-Analytics India-Foodgrain-Stocks-Analytics Public

    A comprehensive end-to-end data analytics project analyzing India's foodgrain stocks across 26 states and 177 districts from 2010-2025. The project includes data collection from India's Open Govern…

    Jupyter Notebook

  2. Customer-Behaviour-Analysis Customer-Behaviour-Analysis Public

    This project analyzes transactional customer data to uncover key patterns in spending behavior, subscription impact, discount usage, seasonal demand, and product/category performance.

    Jupyter Notebook

  3. Data-Science-Jobs-Analytics Data-Science-Jobs-Analytics Public

    This project analyzes 9,000+ Data Science job postings across India and visualizes the Indian Data Science job market.

    Jupyter Notebook

  4. AI-Powered-Math-Question-Generator AI-Powered-Math-Question-Generator Public

    It produces questions in strict tag-based format, creates professional Word documents, and can embed graphs for coordinate geometry problems.

    Python

  5. Hate-Speech-Detection-for-Indian-Languages Hate-Speech-Detection-for-Indian-Languages Public

    A Multilingual hate speech classifier for Indian languages (Hindi, Marathi, Bengali, English) capable of analyzing text and YouTube comments.

    Python 2

  6. arXiv-cs-expert-chatbot arXiv-cs-expert-chatbot Public

    A domain-specific chatbot trained on arXiv Computer Science papers with advanced NLP capabilities.

    Python