ml_opensource_datasets

A collection of urls for open source datasets that can be used for machine learning projects

Kaggle Open Source Datasets

The following are datasets from the Kaggle project.

General Overview

• Simple Decision Tree Approach via Titanic Data
• Regression via House Pricing
• Regression and Classification via Wine Quality
• Unsupervised learning techniques
• Computer Vision via MNIST data
• More Computer Vision via Dogs vs. Cats
• Hello World of NLP via IMDB Reviews
• Time Series via Walmart
• Recommendation System
• Object Detection

Vision

• Additional MNIST Resource
• Face Mask Detection
• Chest X-Ray Images (Pneumonia

Regression and Classification

• Regression Datasets
• Compiliation

Misc

• 23 Misc datasets

Misc Educational Links

EDA

• Introduction to EDA
• EDA via Python
• EDA and Regression Analysis
• A/B Testing and Statistical Analysis

Predictive Analytics

• Class Imbalances
• Cross Validation
• Regression Analysis Metrics
• Classification Analysis Metrics

Popular Machine Learning Algorithms

• Kmeans Kaggle
• KNN Kaggle
• SVM
• Decision Tree and Random Forest
• Simple Linear Regression
• XGBoost Beginner Approach
• XGBoost Tutorial

Misc

• OpenCV
• AutoML via AutoGluon

References

• Bnomial