Data Science with Python

This repository contains all my work during learning Data Science. It is based on Python.

Python Libraries

In Data Science with Python Repository, I have used following libraries:

1. Numpy
2. Pandas
3. Matplotlib
4. Seaborn

Topics

This Data Science with Python Repository is based on following topics:

1. Statistics

   I have learned about basic statistical concepts, such as probability, distributions, and hypothesis testing.

2. Data Visualization with Seaborn

   I have learned how to use Python library Seaborn to create interactive and informative visualizations.

3. Data Visualization with Matplotlib

   I have learned how to use Python library Matplotlib to create interactive and informative visualizations.

4. Data Manipulation

   I have learned how to use Python libraries like NumPy and Pandas to clean, transform, and analyze data.

5. Exploratory Data Analysis

   I have learned how to use EDA techniques to gain insights into data.

6. Datasets Explored

   I have explored a variety of datasets, including the Titanic dataset.