https://github.com/aelmah/data-analytics
Projects : Netflix Data Analysis, Udemy Data Analysis, Covid-19 Data Analysis, and more ..
https://github.com/aelmah/data-analytics
pandas pandas-dataframes pandas-python
Last synced: 3 months ago
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Projects : Netflix Data Analysis, Udemy Data Analysis, Covid-19 Data Analysis, and more ..
- Host: GitHub
- URL: https://github.com/aelmah/data-analytics
- Owner: aelmah
- Created: 2024-12-11T20:13:23.000Z (6 months ago)
- Default Branch: main
- Last Pushed: 2024-12-23T15:02:51.000Z (5 months ago)
- Last Synced: 2024-12-23T15:37:14.917Z (5 months ago)
- Topics: pandas, pandas-dataframes, pandas-python
- Language: Jupyter Notebook
- Homepage:
- Size: 1.97 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
### Python - Data Analytics - Real World Hands-on Projects
These projects were completed as part of my course **Python - Data Analytics - Real World Hands-on Projects** on Udemy. The course focuses on applying Python to real-world data analysis scenarios using the **Pandas** library, among other tools. This repository contains the source code and datasets for each of the eight projects, which have provided me with practical insights and hands-on experience in data analysis.
The course covers several fundamental data analysis techniques, including data cleaning, manipulation, and visualization, using real-world datasets. Through this course, I have developed skills that are essential for a career in data analytics, including handling diverse datasets and performing advanced analysis with Python.
#### Key Projects Completed:
- **Weather Data Analysis**
Analyzing weather patterns and trends using publicly available datasets.
- **Cars Data Analysis**
Exploring data about various cars and conducting analyses to uncover insights related to performance, cost, and efficiency.
- **Covid Data Analysis**
Understanding the impact of the COVID-19 pandemic by analyzing global data across multiple dimensions.
- **London Housing Data Analysis**
Analyzing real estate data to examine trends in the London housing market.
- **Census Data Analysis**
Exploring census data to identify trends in population demographics and related variables.
- **Udemy Data Analysis**
Analyzing Udemy course data to uncover patterns related to course popularity, ratings, and user feedback.
- **Netflix Data Analysis**
Conducting analysis on Netflix data to gain insights into viewing habits and trends.
#### Tools and Techniques Used:
- **Python**: The primary programming language for data analysis.
- **Pandas**: Used extensively for data manipulation and cleaning.
- **Matplotlib**: For data visualization and graphical representation of findings.
- **Jupyter Notebook**: The primary environment for running and documenting the projects.
#### What I Learned:
- How to handle and analyze large datasets using **Pandas**.
- How to visualize data effectively using **Matplotlib**.
- Techniques for cleaning and preparing data for analysis.
- How to draw insights from diverse datasets and apply data analytics techniques to real-world problems.
Each project in this repository reflects the hands-on application of Python-based data analytics, which has enhanced my skills and understanding of the field. These projects have also helped me build a portfolio that demonstrates my ability to handle real-world data and extract meaningful insights.
#### Links:
- [Course Link](https://www.udemy.com/course/bigdata-analysis-python/learn/lecture/37030910?start=15#overview)
- [Certificate of Completion](https://www.udemy.com/certificate/UC-e796c663-2d68-4352-8082-a90564774d1a/)
Feel free to explore the repository, dive into the code, and experiment with the datasets to deepen your understanding of data analysis with Python.