klmreddy Goto Github PK

airbnb-dynamic-pricing-optimization

[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.

churn-prediction-rideshare

Data Science Case Study

course-v3

The 3rd edition of course.fast.ai

dynamic-prices

Dynamic pricing for selling perishable goods

ipython

ipython notebooks for machine learning, code behind work at the blog

kaggle-housepriceprediction

machine-learning-with-python

Python code for common Machine Learning Algorithms

retail-forecasting-optimal-pricing

End-to-end automated pipeline in Python that forecasts weekly demand for products & recommends corresponding optimal prices for a retail chain (Machine Learning in sklearn, MIP optimization in Gurobi)

tensor-house

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

workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow