https://github.com/adamouization/python-machine-learning-data-science-notes
:orange_book: Jupyter notebooks containing useful Python code and notes for general Machine Learning and Data Science projects.
https://github.com/adamouization/python-machine-learning-data-science-notes
Science Score: 13.0%
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Low similarity (8.9%) to scientific vocabulary
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Repository
:orange_book: Jupyter notebooks containing useful Python code and notes for general Machine Learning and Data Science projects.
Basic Info
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Metadata Files
README.md
Python - Machine Learning & Data Science Notes 
Python code and notes in the form of Jupyter Notebooks useful for general Machine Learning and Data Science projects.
Covers the following topics:
- [X] Pandas operations
- [X] Data Cleaning in Pandas
- [X] Data Visualisation in Matplotlib and Seaborn
- [ ] Scikit-Learn models
- [X] PyTorch CNN on Fashion MNIST dataset
You download/read the notebooks format in the notebooks directory.
Online Sources
- Books
- General
- ML concepts:
- Python
- Machine Learning model deployment
- Statistics
Usage
Download this repository, create a virtual environment and activate it:
virtualenv ~/Environments/Python-Machine-Learning-Data-Science-Notes
source Python-Machine-Learning-Data-Science-Notes/bin/activate
Once you have the virtualenv activated and set up, cd into the project directory and install the requirements needed to run the notebooks:
pip install -r requirements.txt
Open Jupyter and access/run the notebooks individually:
jupyter lab
Data
The datasets found in the data directory were downloaded from public open-sourced Kaggle datasets.
License
- see LICENSE file.
Contact
- Email: adam@jaamour.com
- Website: www.adam.jaamour.com
- LinkedIn: linkedin.com/in/adamjaamour
- Twitter: @Adamouization
Owner
- Name: Adam Jaamour
- Login: Adamouization
- Kind: user
- Location: United Kingdom
- Company: @NewDayTechnology
- Website: www.adam.jaamour.com
- Twitter: Adamouization
- Repositories: 43
- Profile: https://github.com/Adamouization
💻 Data Scientist @NewDayTechnology 🧠 MSc AI @ Uni of St Andrews 📓 BSc Computer Science @ Uni of Bath 💼 Former SWE @ Scuderia Alpha Tauri F1 Team
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