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awesome-customer-analytics

A curated list of awesome customer analytics content

blockchain-ml

Combining Blockchain and Machine Learning for Fraud Detection.

business-machine-learning

A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Customer, Employee, Legal, Management and Operations.

capstone_project

Predicting Global Supply Chain Outcomes for Essential HIV Medicines using Machine Learning Techniques. Capstone original project for Udacity Machine Learning Engineer Nanodegree.

clean-code-ml

:bathtub: Clean Code concepts adapted for machine learning and data science

customer-churn-analysis

Implementation of Decision Tree Classifier, Esemble Learning, Association Rule Mining and Clustering models(Kmodes & Kprototypes) for Customer attrition analysis of telecommunication company to identify the cause and conditions of the churn.

customer_segments

Segmenting customers using unsupervised learning algorithms (Principal Components Analysis (PCA) and KMeans clustering) on a wholesaler's product spending data.

data-science--cheat-sheet

Cheat Sheets

dython

Python Data Tools

exploripy

Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.

fight-churn

Code from the book Fighting Churn With Data

flask-landing

simple landing page to collect prelaunch emails

flask-vue-spa

Vue.js SPA served over Flask microframework

indicium

kglib

Grakn Knowledge Graph Library (ML R&D)

knowledge_graph

moml_2020

Programming solutions for Mathematical Optimization for Machine Learning at Philipps-Universität Marburg (Summer Semester 2020)

movement-pattern

plotly-dashboards-with-dash

This is the repo for the Udemy Course Python Dashboards with Plotly's Dash

pycel

A library for compiling excel spreadsheets to python code & visualizing them as a graph

python_and_excel

tutorials and notebooks on using python where excel fails or in combination with excel

spreadsheet_framefinder

sqlparse

A non-validating SQL parser module for Python

strobel

survival-analysis-blog

An introduction to survival analysis and its application in telco customer churn.

tableau-autodocs

Automatic documentation for Tableau Data Sources

tensor-house

A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain

variable-selection-using-python