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datasciencekibaatein/README.md

📊 Data Science Learning Journey

Welcome to my central hub for Data Science! This repository is a curated collection of my learning path, featuring structured notes, hands-on projects, and essential resources for anyone mastering the world of data.

Data Science Banner

🎥 Stay Connected

I share deep dives into complex concepts and tutorials on my YouTube channel. 👉 Data Science Ki Baatein — Subscribe to learn with me!

🚀 Repository Overview

This project is organized into dedicated sections to make navigation easy for learners:

  • 📚 Batch-wise Notes: Organized documentation of my daily/weekly learning progress.
  • 💡 Concepts & Theory: Simplified explanations of Statistics, Linear Algebra, and ML algorithms.
  • 💻 Practical Examples: Jupyter Notebooks featuring real-world datasets and code implementations.
  • 📂 Study Resources: Hand-picked cheat sheets, books, and roadmap guides.

🛠 Tech Stack & Tools

I use a variety of industry-standard tools to analyze data and build predictive models:

🐍 Programming & Core Libraries

Python Pandas NumPy

📊 Data Visualization

Matplotlib Seaborn Power Bi

🤖 Machine Learning & Databases

Scikit-Learn SQL Statistics

🤝 Contribution & Feedback

Whether you are a beginner or an expert, I’d love to hear your thoughts!

  • Star this repo if you find the resources helpful.
  • Open an issue if you find a bug or have a suggestion.
  • Fork it to start your own learning journey based on these notes.

Happy Learning! 🚀
Made with ❤️ for the Data Science Community

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  1. 30-Days-30-Dashboards-in-tableau 30-Days-30-Dashboards-in-tableau Public

    This repo contains Tableau workbooks (.twb/.twbx) and datasets from my "30 Days 30 Dashboards" YouTube series. Each day features a unique dashboard across domains. Ideal for practice, learning, and…

    Jupyter Notebook

  2. Datasets-to-practice Datasets-to-practice Public

    This repo is meant for practicing dashboards

    1

  3. Machine-Learning-Batches Machine-Learning-Batches Public

    This repository contains all learning materials, code notebooks, datasets, and assignments used in my Machine Learning batches for students and learners.

    Jupyter Notebook

  4. Python-Tutorial Python-Tutorial Public

    This repository contains a complete Python tutorial designed specifically for aspiring Data Scientists, Analysts, and Machine Learning enthusiasts. Whether you're a beginner or brushing up your ski…