Intersteller-AI / About-Me

Config files for my GitHub profile.

Data Science Portfolio

Repository containing portfolio of data science projects completed by me for academic, self learning, and hobby purposes. Presented in the form of Jupyter notebooks.

working on

Instructions for Running Python Notebooks Locally Install all dependencies that are necessary for the project. Run notebooks as usual by using a jupyter notebook server, Vscode etc.

Contents

1. Data Analysis and Visualisation
   • Data Analysis on volcanic eruption data
2. Machine Learning
   • Titanic data prediction
3. Deep Learning
   • Dogs vs Cats

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Data Analysis and Visualization

Data Analysis on volcanic eruption data

• The Smithsonian Institution’s Global Volcanism Program (GVP) documents Earth’s volcanoes and their eruptive history over the past 10,000 years
• The GVP database includes the names, locations, types, and features of more than 1,500 volcanoes with eruptions during the Holocene period (approximately the last 10,000 years) or exhibiting current unrests.
• Link Here's the link of jupyter notebook.

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Machine Learning

Titanic data prediction

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Deep Learning

Dogs vs cats

• In this notebook i used the data from kaggle competion.
• In this dataset there are two classes (Dogs and Cats) we need classfy them. So, for this i have created a classifier with the help of tensorflow and keras.
• Here's the link of the project.

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If you liked what you saw, want to have a chat with me about the portfolio, work opportunities, or collaboration, shoot an email at [e-mail].