Practice codes for Machine Learning, Data Mining and NLP in Python

一些数据挖掘算法

Python Implementation of data mining algorithms(Apriori, Eclact, FP Growth ).

This contains all projects that I have done during my master degree.

"This repository contains implementations of Boosting method, popular techniques in Model Ensembles, aimed at improving predictive performance by combining multiple models. by using titanic database."

Course Code: CS626, MCS Batch-2019 (Final Year) Evening

simple clustering

A Data Mining project which focuses on the comparison between different un-supervised clustering algorithms on geographical data

N Queen Problem Policeman Activity

Market basket analysis is a technique used mostly by retailers to identify which products clients purchase together most frequently. This involves analyzing point of sale (POS) transaction data to identify the correlations between different items according to their co-occurrence in the data.

RapidMiner-DataMinig

some training, learning and TD/TP ressources

Used clustering algorithms such as K-Means, Fuzzy C-Means, and Density-Based Algorithms like DBScan to cluster three datasets and reported result of the best algorithm after 200 random starting points.[part of my data mining course]

The project's objective is to harness a HR Analytics dataset. With predictive proccess I tried to equip HR management with actionable insights, enabling them to proactively address attrition issues and implement targeted retention strategies.

Experimenting with clustering, classification and association analysis with various csv files.

Data minnig GUI project to predict laptop prices,I uses most of ML algorithmes here

Some scripts for datamining.

Decision Tree project based on ID3 Algorithm built on Jupytor Notebook with Python. Dataset taken: Tennis.csv

This is Final Capstone Project for ALY6040 Data Mining Fall 2021 CPS. Primarily to learn Data Analytics, Data Mining and Python. Residential and commercial properties were assessed in Boston. The Boston Globe reported in May 2021 that the competitive Boston housing market drives up costs. As the pandemic continues, people demand larger homes. Fi…

Datamining concepts