{"repo":"hyunjoonbok/Python-Projects","free":true,"listed":false,"github":"https://github.com/hyunjoonbok/Python-Projects","clone":"git clone https://github.com/hyunjoonbok/Python-Projects.git","description":"Portfolio in Python","language":"Jupyter Notebook","stars":49,"topics":["data","datascience","data-visualization","dataanalytics","xgboost","lightgbm","timeseries","nlp","deep-learning","machine-learning"],"license":null,"category":"machine-learning","readme_excerpt":"Python Portfolio Portfolio of data science projects from either original work or revised for a learning purpose. Portfolio in this repo is presented in the form of Jupyter Notebooks or .py files. For a detailed code examples and breif explanation for each, please read through readme.md file below. Note: Data used in the projects is for demo purposes only Motivation This repository was originally to have a record of personal project progress and my own learning process, but I found that potential data professionals would beneift from the collection of materials, as it contains a numerious real-life data science example and notebooks created by @hyunjoonbok. As Python is nowadays a go-to for Data-Science. I have managed to use the best out of Python to use its full functionality for not only simple EDA, but building a complex ML/DL models. Below examples include the intense usage of industry-hot frameworks (i.e. Pytorch, Fast.ai, H2O, Grandient Boosting, etc) to produce ready-to-use results. Table of contents ALL Portfolio Technologies Reference Contact Projects #### Measuring Customer Lifetime Value (LTV)%20in%20Python.ipynb): In this notebbok, we measure the customer LTV (Lifetime Value) for any custom timeframe we want. We form an example using a real-world marketing dataset provided by Kaggle. We learn the concept of LTV, and how to preprocess and visualize the data to get the basic findings. And finally build a model that predicting 3-Month CLV for each customer group feat","default_branch":null,"files":null,"tree":[],"storefront":"/r/hyunjoonbok","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/hyunjoonbok/Python-Projects/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}