Name		Name	Last commit message	Last commit date
Latest commit History 28 Commits
.ipynb_checkpoints		.ipynb_checkpoints
Azure Toolkit		Azure Toolkit
Setting-up-environment @ e7e1fb4		Setting-up-environment @ e7e1fb4
.gitmodules		.gitmodules
API-Webscraping Toolkit.ipynb		API-Webscraping Toolkit.ipynb
AWS with Python Toolkit.ipynb		AWS with Python Toolkit.ipynb
Bayes Toolkit.ipynb		Bayes Toolkit.ipynb
Boosted Algorithms Toolkit.ipynb		Boosted Algorithms Toolkit.ipynb
Calculus Toolkit.ipynb		Calculus Toolkit.ipynb
Clustering.ipynb		Clustering.ipynb
Data-Science-Process.ipynb		Data-Science-Process.ipynb
Database Design Toolkit.ipynb		Database Design Toolkit.ipynb
Decision-Trees Toolkit.ipynb		Decision-Trees Toolkit.ipynb
Dimensionality Reduction-PCA.ipynb		Dimensionality Reduction-PCA.ipynb
Evaluation of Models Toolkit.ipynb		Evaluation of Models Toolkit.ipynb
Geospatial Data.ipynb		Geospatial Data.ipynb
Gradient Descent Toolkit.ipynb		Gradient Descent Toolkit.ipynb
Graph-Theory Toolkit.ipynb		Graph-Theory Toolkit.ipynb
HTML-CSS Toolkit.ipynb		HTML-CSS Toolkit.ipynb
Hyperparameters-GridSearchCV.ipynb		Hyperparameters-GridSearchCV.ipynb
Hypothesis-Testing Toolkit.ipynb		Hypothesis-Testing Toolkit.ipynb
Image Processing Toolkit.ipynb		Image Processing Toolkit.ipynb
JSON-XML-Other files Toolkit.ipynb		JSON-XML-Other files Toolkit.ipynb
KNN and K-Means Toolkit.ipynb		KNN and K-Means Toolkit.ipynb
Keras Toolkit.ipynb		Keras Toolkit.ipynb
Linear Algebra Toolkit.ipynb		Linear Algebra Toolkit.ipynb
Linear Regression Toolkit.ipynb		Linear Regression Toolkit.ipynb
Logistic Regression Toolkit.ipynb		Logistic Regression Toolkit.ipynb
NLP Toolkit.ipynb		NLP Toolkit.ipynb
Neural Networks Toolkit.ipynb		Neural Networks Toolkit.ipynb
Numpy Toolkit.ipynb		Numpy Toolkit.ipynb
OOP Toolkit.ipynb		OOP Toolkit.ipynb
Pandas Toolkit.ipynb		Pandas Toolkit.ipynb
Pipelines Toolkit.ipynb		Pipelines Toolkit.ipynb
Preprocessing Toolkit.ipynb		Preprocessing Toolkit.ipynb
Probability-Combinatorics Toolkit.ipynb		Probability-Combinatorics Toolkit.ipynb
PySpark Toolkit.ipynb		PySpark Toolkit.ipynb
Python Toolkit.ipynb		Python Toolkit.ipynb
README.md		README.md
Random Sampling-Resampling-SMOTE Toolkit.ipynb		Random Sampling-Resampling-SMOTE Toolkit.ipynb
Recommendation Systems Toolkit.ipynb		Recommendation Systems Toolkit.ipynb
SQL-noSQL Toolkit.ipynb		SQL-noSQL Toolkit.ipynb
SVM Toolkit.ipynb		SVM Toolkit.ipynb
Scala Toolkit.ipynb		Scala Toolkit.ipynb
Shell_Command Toolkit.ipynb		Shell_Command Toolkit.ipynb
Statistics-Distribution Toolkit.ipynb		Statistics-Distribution Toolkit.ipynb
Tensorflow Toolkit.ipynb		Tensorflow Toolkit.ipynb
Time-Series Toolkit.ipynb		Time-Series Toolkit.ipynb
Visualizations Toolkit.ipynb		Visualizations Toolkit.ipynb
chest_xray_all_with_augmentation_data.h5		chest_xray_all_with_augmentation_data.h5

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Toolkit

The following repository contains all of the information I have gathered over my experience as a Data Scientist. I made my best attempts to organize and structure the notebooks to make them as easy to follow as possible. The goal is to empower anyone with code and instruction to start a deep dive into Data Science and see if it is something that interests you.

For the working Data Scientist, it contains code that may provide a helping hand at opportune times.

If I am missing information, please let me know. I am happy to always study a new topic of interest on the subject.

Jason-M-Richards/Data-Science-Toolkit

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Toolkit

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