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Data Science projects by Jelal

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Data Science Portfolio Projects of Jelal

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Data Science projects by Jelal. This is my repo for portfolio projects that I did during my Data Science Career Path.

👉Link to my Codecademy Profile

👉Link to my Kaggle Profile

Data Scientist Certificate👨🏻‍💻

Certificate

Codecademy Projects

U.S. Medical Insurance Cost project.

This project is about investigating the U.S medical insurance dataset. In this project I found out that the people's smoking habit most impactful to their insurance cost. Hence there is correlation between 'smoke' and 'charges' columns. This project is very useful for practicing different analytical skills and also practice the Pandas library.

Life Expectancy and GDP.

This project is about understanding - is the growth of life expectancy correlated with their GDPs. In dataset we have5 co untries given their GDP and life expectancy values over 15 years(2000-2015). 5 countries given in dataset: Germany, USA, China, Mexicoa and Zimbabwe. As a result of this project I found out that there is direct correlation between country's GDP and life expectancy - more it has GDP, higher it has life expectancy. Please feel free to explore that python notebook for more insights: life_expectancy_gdp.py

Kaggle Projects and Datasets

1. Titanic Survival Prediction.

Downloading the datasets

  1. Dataset for portfolio_project.py comes from Kaggle. Feel free go to that dataset source and explore more dataset.
  2. Dataset for life_expectancy_gdp.py is here
  3. Australia Wildfire Visualization Dataset

Datasets (collected and shared by Jelal)

I have collected and annotated several image datasets, which I shared them online on Kaggle. Below is description of each dataset I created and their usage methods:

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If you liked this repo please follow me on Github and Medium. In Medium, I post different Data Science and Machine learning articles.