ychaga Goto Github PK
Type: User
Type: User
:mortar_board: Path to a free self-taught education in Computer Science!
Further student resources for DrivenData's 'Machine Learning with the Experts: School Budgets' DataCamp course.
In the customer management lifecycle, customer churn refers to a decision made by the customer about ending the business relationship. It is also referred as loss of clients or customers. Customer loyalty and customer churn always add up to 100%. If a firm has a 60% of loyalty rate, then their loss or churn rate of customers is 40%. As per 80/20 customer profitability rule, 20% of customers are generating 80% of revenue. So, it is very important to predict the users likely to churn from business relationship and the factors affecting the customer decisions. We are going to show how logistic regression model using R can be used to identify the customer churn in the telecom dataset.
python data mining & analysis
Data Mining A-Z (In Progress)
A Python library for introductory data science
DS Projects - Self study
R tutorial notebooks.
IPython notebooks from Berian's teaching (Python bootcamp, AY250 @ UC Berkeley, ...)
Kaggle competition code
Code repo for Learning Data Mining with Python, published by Packt Publishing
A track of things I learn on a day to day basis using various languages
Mastering-Python-Data-Analysis
Materials for the course of machine learning at Imperial College organized by Yandex SDA
Python scripts and datasets used in the Course: "Data Mining and Modelling" from http://emap.fgv.br/
A daily diary of learning data science skills.
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
Fork of Lempitsky DL for HSE master students.
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
PyData Cookbook Project
Churn Prediction with PySpark using MLlib and ML Packages
Code along with the course 'Spark and Python for Big Data with PySpark' on Udemy
Python Bootcamp docs and lectures (UC Berkeley)
The "Python Machine Learning (1st edition)" book code repository and info resource
The "Python Machine Learning (2nd edition)" book code repository and info resource
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.