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kurumeti's Projects

industry-machine-learning icon industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

intrusion-detection icon intrusion-detection

Predict intrusive network connections with data mining classification methods - KNN (K nearest neighbor), TAN (Tree Augmented Naïve Bayesian), CART (Classification and Regression and Trees) and C5.0 (Decision Trees) - and compare their predictive accuracies for intrusion.

islr-python icon islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

kitsune-py icon kitsune-py

A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)

learn-python icon learn-python

A collection of jupyter notebooks to practice and learn pythonic codes and get things done!

learn-to-program icon learn-to-program

Educational resources to learn to program (Foundation in Web Development)

learngolang icon learngolang

This code files are created to learn golang for the beginners.

learning icon learning

Becoming better at data science every day

lectures-labs icon lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris

lit icon lit

Literature for the self-taught AI practitioner! 📚

machine-learning-book icon machine-learning-book

涉及机器学习中深度学习、强化学习、监督学习、集成学习相关的pdf书籍及其个人的阅读笔记

machine-learning-project-walkthrough icon machine-learning-project-walkthrough

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!

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