Here is a simple implementation of Pattern mining algorithm for finding frequent itemsets in a transactional database. Moreover, extraction association rules has been implemented.

employee-hr-attrition-ibm-dataset-

Scope: How does Attrition affect companies? and how does HR Analytics help in analyzing attrition? A major problem in high employee attrition is its cost to an organization. Job postings, hiring processes, paperwork and new hire training are some of the common expenses of losing employees and replacing them. Objective: To investigate how the company objective factors influence in attrition of employees, and what kind of working environment is most likely to cause attrition

eulers-method-python

Euler's Method approximation in Python.

fmr-tool

fraud_detection

googletrends

This code elaborates about gathering data from google trends then storing it in google cloud sql and processing the stored data using python.

healthcareai-py

Python tools for healthcare machine learning

heroku-demo

impractical_python_projects

Code & supporting files for chapters in book

integration

Code in python for integration using the Simpson or Mid-Point Rule

manning

Repository for the book Grokking Machine Learning, by Manning Editors

mysql-with-python

nlp-in-python-tutorial

comparing stand up comedians using natural language processing

northwind-neo4j

numerical-methods-first_order_de

Python codes for numerical methods in first order differential equations (Euler's method, modified Euler's method, Runge-Kutta method, Adams-Bashforth-Moulton method and Milne's method.).