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A repository containing various data analytics projects and resources using Python, including data analysis, machine learning, natural language processing (NLP), and data visualization. Languages: Jupyter Notebook For more information, you can visit the repository directly. If you need more details or adjustments, feel free to let me know!

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saayeeem/Data_Analytics_Python

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Data Analytics to Machine Learning using Python

Overview

Welcome to the Data_Analytics_Python repository! This repository contains a collection of data analytics projects and resources using Python. The projects cover various domains, including data analysis, machine learning, natural language processing (NLP), and data visualization.

Table of Contents

Projects

  • Capstone_Data_Science_SpaceY: Analysis and insights derived from the SpaceY dataset.
  • Capstone_StackOverflow_Survey: Detailed exploration and visualization of the Stack Overflow Developer Survey.
  • Data_Analysis: Various data analysis projects using Python.
  • ML: Machine learning projects, including loan classification.
  • NLP: Natural Language Processing (NLP) projects and works.
  • Visualization: Data visualization projects and techniques.

Getting Started

To get started with any of the projects, clone this repository and navigate to the relevant project folder. Each project folder contains detailed instructions and necessary files to reproduce the results.

Installation

To install the required dependencies, follow these steps:

  1. Clone the repository:

    git clone https://github.com/saayeeem/Data_Analytics_Python.git

  2. Navigate to the project directory::

    cd Data_Analytics_Python

  3. Install the required packages using pip:

    pip install -r requirements.txt

Usage

Each project folder contains a README.md file with detailed instructions on how to run the code and reproduce the results. Follow the instructions provided in the respective project folders.

Contributing

Contributions are welcome! If you have any suggestions, improvements, or new projects to add, feel free to open a pull request or submit an issue.

License

This repository is licensed under the MIT License. See the LICENSE file for more information.

Contact

For any questions or inquiries, please get in touch with me.

About

A repository containing various data analytics projects and resources using Python, including data analysis, machine learning, natural language processing (NLP), and data visualization. Languages: Jupyter Notebook For more information, you can visit the repository directly. If you need more details or adjustments, feel free to let me know!

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