machine-learning-practice

This repository contains study materials in the form of presentations (and Python codes) to various Machine Learning techniques and also contains some sample data to practice these algorithms

data-science machine-learning learning-python machine-learning-algorithms supervised-learning dimensionality-reduction unsupervised-learning machine-learning-practice

UpdatedJun 5, 2020
Jupyter Notebook

AdilShamim8 /ML-Roadmap-and-Notes

Star20

A carefully curated collection of machine learning notes, resources, projects, and datasets designed to guide you through the ML landscape effectively.

deep-learning machine-learning-algorithms machine-learning-library machine-learning-models machine-learning-practice machine-learning-projects macine-learning

UpdatedFeb 17, 2026
Jupyter Notebook

oyiadin /bitflow

Star14

模仿 TensorFlow 写的极简深度学习框架，仅供练习目的

machine-learning-practice tensorflow-lite deep-learning-pratice

UpdatedSep 11, 2018
Python

FardinHash /Machine-Learning-Roadmap

Star10

Welcome to the Machine Learning Roadmap! This comprehensive guide will take you from the basics to becoming proficient in machine learning. Whether you're a beginner or looking to expand your skills, this roadmap will provide you with a structured path to follow.

machine-learning machinelearning machine-learning-practice learn-machine-learning ml-learning machine-learning-roadmap ml-roadmap complete-machine-learning-roadmap

UpdatedAug 18, 2024

CSI-KJSCE /ml-workshop-2017

Star10

Machine Learning Workshop

machine-learning kmeans-clustering knn-classification machine-learning-practice

UpdatedSep 17, 2017
Jupyter Notebook

ArunkumarRamanan /Exercises-Machine-Learning-Crash-Course-Google-Developers

Star9

Exercises | Machine Learning Crash Course | Google Developers

python machine-learning deep-learning tensorflow python-library python-programming neural-networks tensorflow-tutorials tensorflow-experiments programming-exercises feature-engineering crash-course programming-courses tensorflow-examples programming-concepts machine-learning-tutorials machine-learning-practice google-developers programing-assignments google-ai

UpdatedJul 24, 2018
Jupyter Notebook

erjan /projects_in_machine_learning_eduonix_mooc

Star7

coding along with ML course from eduonix, doing real projects

python projects jupyter-notebook jupyterlab learning-by-doing machine-learning-practice eduonix jupyter-lab

UpdatedNov 2, 2018
Jupyter Notebook

weize07 /statistical-learning-methods

Star6

统计学习方法-python练习

machine-learning-practice

UpdatedNov 14, 2019
Python

farhantandia /Machine-Learning-Practice

Star6

Implementation of machine learning algorithms from scratch using python.

python machine-learning-algorithms machine-learning-practice

UpdatedJan 15, 2021
Jupyter Notebook

rrequeena /ml-water-potabilty

Star6

Machine Learning project built to practice and improve coding and deployment skills using python, scikit-learn, jupyter-notebooks, and some visualization packages.

python data-science jupyter-notebook python3 machine-learning-practice machine-learning-projects

UpdatedMar 25, 2022
Jupyter Notebook

RobertoFalconi /GameRatingsPredictor

Star6

Machine learning algorithm solves multi-class classification problem of video games content rating (without playing it). Quantitative Methods for Computer Science exam project.

python video-games machine-learning random-forest pandas-dataframe scikit-learn video-game machine-learning-algorithms pandas artificial-intelligence dataset matplotlib machinelearning knn scikitlearn-machine-learning knn-classification machine-learning-practice random-forest-classifier knn-classifier random-forest-regression

UpdatedJan 13, 2026
Python

avannaldas /ML-from-scratch

Star5

ML Algorithm implementation from scratch for practice

python machine-learning machine-learning-algorithms machine-learning-practice scratch-implementation kmeans-clustering-algorithm

UpdatedDec 9, 2017
Python

Arup3201 /SmartFlow-Traffic-Manager

Star5

An intelligent traffic management system to guide traffic authorities understand the trends of traffic and predict the future traffic conditions so that they can prepare themselves. Along with this it gives many other features to improve traffic control.

data-science machine-learning deep-learning algorithms traffic-analysis traffic-monitoring traffic-sign-classification traffic-control machine-learning-practice

UpdatedJun 5, 2024
HTML

gayanukabulegoda /HandsOn-ML-Basics

Sponsor

Star5

A hands-on approach to learning machine learning, with practical examples to grasp essential concepts.

machine-learning ml educational-resources machine-learning-tutorials machine-learning-practice learning-resources machine-learning-projects ml-notes machinelearning-python handsonmachinelearning mlbasic ml-notebooks ml-basics handson-ml-basics

UpdatedAug 19, 2025
Jupyter Notebook

anastazijaverovic /Machine_Learning_Algorithms_R

Star4

The repository contains exercises on Machine Learning algorithms in R, using RStudio. Used to dive into ML, data preprocessing, data visualisation, and data exploration.

data-science machine-learning r linear-regression machine-learning-algorithms regression data-visualization data-engineering classification dimensionality-reduction reinforcement-learning-algorithms data-processing association-rules regression-models uci-machine-learning machine-learning-practice machine-learning-tutorial classification-models

UpdatedJan 6, 2021
R

mirianfsilva /machine-learning-studies

Star4

Machine Learning studies. Current approaches: Data processing, model training, evaluation performance and parameter adjustment for better performance.

machine-learning deep-learning machine-learning-algorithms studies supervised-machine-learning unsupervised-machine-learning machine-learning-practice

UpdatedAug 11, 2020
Jupyter Notebook

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