rajsingh7 / nutshell-machine-learning

This is a repository built by the community for the community.

Nutshell Machine Learning

Machines can see, hear and learn. Welcome to the future 🌍

The repository was built with a tree-like structure in mind, it contains everything that you need to getting started with Machine Learning. A lot of the fear people have of Machine learning is due to those unnecessary complex terms, this stops people from going into Machine Learning. It's not true!, anyone can do ML, and we plan to make that happen. Join our Discord Server for latest updates and further discussion.

Here is a resource to get you started with the basics and fundamentals of Python.

Resources

• Machine Learning Concepts
• Machine Learning Repositories
• Machine Learning Courses/Videos
• Machine Learning Roadmap
• Machine Learning Articles
• Machine Learning Podcasts

Notebooks

Notebook	Google Colab	Kaggle	Author
Data Preprocessing	Colab Link	Kaggle Link	Edem Gold
Supervised Learning	Colab Link	Kaggle Link	Edem Gold
Logistic Regression	Colab Link	Kaggle Link	Edem Gold
Random Forest	Colab Link	Kaggle Link	Edem Gold
Decision Tree	Colab Link	Kaggle Link	Edem Gold
Support Vector Machine	Colab Link	Kaggle Link	Edem Gold
Classification Models	Colab Link	Kaggle Link	Edem Gold
Accuracy Score	Colab Link	Kaggle Link	Edem Gold
Confusion Matrix	Colab Link	Kaggle Link	Edem Gold
F1 Score	Colab Link	Kaggle Link	Edem Gold
Precision Score	Colab Link	Kaggle Link	Edem Gold
Recall & Sensitivity Score	Colab Link	Kaggle Link	Edem Gold
Specifity Score	Colab Link	Kaggle Link	Edem Gold
Linear / Single Variable Regressors	Colab Link	Kaggle Link	Edem Gold

Contributing

Feel free to add more resources to this repo by either creating an issue or making a Pull Request. See our contribution guidelines to get started. Join our Discord Server for latest updates and further discussion.

License

This repository is under an MIT License.