Abhishek's Projects
Resources for MMA, MMAI, and GMMA 869
Config files for my GitHub profile.
[BA project] Dynamic Pricing Optimization for Airbnb listing to optimize yearly profit for host. Use Clustering for competitive analysis, kNN regression for demand forecasting, and find dynamic optimal price with Optimization model.
Course Files for Complete Python 3 Bootcamp Course on Udemy
Resources for data mining, data analytics, and big data
Data Science Class Coursera
The Leek group guide to data sharing
Free Programing Courses list
:books: Freely available programming books
Repository for predicting RUL for Turbo Fan Jet Engine
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Up-to-date version of labs for ISLP
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
Resources for MMAI 891, GMMA/MMA 865, and MBAS 862
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
R for data science: a book
Text and supporting code for Think Stats, 2nd Edition
Includes top ten must know machine learning methods with R.