GitHub - mrjahsan/ml-study-projects: This repository includes hands-on projects, Jupyter Notebooks, course notes, and experimentations with key ML libraries such as pandas, numpy, matplotlib, and more. It serves as both a personal learning log and a resource for anyone interested in understanding and exploring machine learning concepts through practical examples.

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This repository includes hands-on projects, Jupyter Notebooks, course notes, and experimentations with key ML libraries such as pandas, numpy, matplotlib, and more. It serves as both a personal learning log and a resource for anyone interested in understanding and exploring machine learning concepts through practical examples.

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Name		Name	Last commit message	Last commit date
Latest commit History 54 Commits
.DS_Store		.DS_Store
.gitignore		.gitignore
Introduction to Matplotlib.ipynb		Introduction to Matplotlib.ipynb
NumPy Exercises.ipynb		NumPy Exercises.ipynb
Pandas DataFrame Anatomy.png		Pandas DataFrame Anatomy.png
anatomy-of-a-matplotlib-plot1.png		anatomy-of-a-matplotlib-plot1.png
anatomy-of-a-matplotlib-plot2-wcode.png		anatomy-of-a-matplotlib-plot2-wcode.png
anatomy-of-a-numpy-array.png		anatomy-of-a-numpy-array.png
car-photo.png		car-photo.png
car-sales-extended-missing-data.csv		car-sales-extended-missing-data.csv
car-sales-extended.csv		car-sales-extended.csv
car_sales.csv		car_sales.csv
car_sales_missing_data.csv		car_sales_missing_data.csv
car_sales_missing_dropped.csv		car_sales_missing_dropped.csv
difference-btw-element-wise-vs-dot-product.png		difference-btw-element-wise-vs-dot-product.png
dog-photo.png		dog-photo.png
dot-product-further-demostration.png		dot-product-further-demostration.png
environment-windows.yml		environment-windows.yml
environment.yml		environment.yml
example-notebook.ipynb		example-notebook.ipynb
exported-car-sales.csv		exported-car-sales.csv
heart-disease-analysis-plot.png		heart-disease-analysis-plot.png
heart-disease.csv		heart-disease.csv
introduction-to-numpy.ipynb		introduction-to-numpy.ipynb
introduction-to-pandas.ipynb		introduction-to-pandas.ipynb
introduction-to-scikit-learn.ipynb		introduction-to-scikit-learn.ipynb
machine-learning-framework.png		machine-learning-framework.png
matplotlib-final- exercise.ipynb		matplotlib-final- exercise.ipynb
matplotlib-workflow.png		matplotlib-workflow.png
one-hot-encoding.png		one-hot-encoding.png
panda.png		panda.png
random_forest_model_1.pkl		random_forest_model_1.pkl
sample-plot1.png		sample-plot1.png
scikit-learn-overview.ipynb		scikit-learn-overview.ipynb