/DSMP-2.0

πŸ“Š The DSMP (Data Science Mentorship Program) by CampusX is the professional journey from zero to data science hero! πŸ¦Έβ€β™‚οΈ This repository contains all the resources, projects, and topics covered in the program. πŸŽ“ Get ready to embark on an exciting journey into the world of data science! πŸš€

Primary LanguageJupyter Notebook

CampusX Data Science Mentorship Program 2.0

Welcome to the CampusX Data Science Mentorship Program 2.0! This repository houses all the materials you'll need to embark on your journey towards becoming a skilled data scientist.

What is this Repository?

This GitHub repository serves as the central hub for the DSMP 2.0 curriculum, providing you with access to:

  • Weekly Modules: Each week's learning materials, including Jupyter Notebooks with code, presentations, and PDF files.
  • Interview Questions: Targeted practice questions for data science interviews.
  • Capstone Project: A comprehensive real-world project to apply your knowledge.
  • Resources: Additional materials and project resources.

Frameworks

Python NumPy Pandas Scikit-learn Matplotlib Seaborn Plotly SQL Docker Kubernetes GitHub Actions

Program Structure

This program is structured to provide a comprehensive and engaging learning experience. It encompasses:

  • Weekly Modules: Each week focuses on a specific set of topics, building upon previous knowledge.
  • Hands-On Projects: Practical projects to solidify your understanding.
  • Mentorship: Dedicated mentors to guide you through the program.
  • Capstone Project: A culminating project where you'll demonstrate your skills in a real-world application.

How to Use this Repository

  1. Navigate: Explore the repository's folders, each dedicated to a specific week of the program.
  2. Weekly Modules: Inside each week's folder, you'll find Jupyter Notebooks, presentations, and PDF files containing the learning materials.
  3. Practice: Work through the provided code examples and projects.
  4. Connect: Join the DSMP 2.0 community for support and discussions.

Getting Started

  1. Clone the repository:
    git clone https://github.com/singhsourav0/DSMP-2.0.git