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crestock's Projects

advanced-react icon advanced-react

Starter Files and Solutions for Full Stack Advanced React and GraphQL

airbnb-dynamic-pricing-optimization icon 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.

amazon-ecs-nodejs-microservices icon amazon-ecs-nodejs-microservices

Reference architecture that shows how to take a Node.js application, containerize it, and deploy it as microservices on Amazon Elastic Container Service.

api icon api

🏁🛠️ Backend, API, and payments starter for SaaS startups

awesome-supply-chain icon awesome-supply-chain

Curated list of awesome supply chain blogs, podcasts, standards, projects, and examples.

bizcharts icon bizcharts

Powerful data visualization library based on G2 and React.

digital-foundry-demand-forcasting icon digital-foundry-demand-forcasting

In tune with conventional big data and data science practitioners’ line of thought, currently causal analysis was the only approach considered for our demand forecasting effort which was applicable across the product portfolio. Experience dictates that not all data are same. Each group of data has different data patterns based on how they were sold and supported over the product life cycle. One-methodology-fits-all is very pleasing from an implementation of view. On a practical ground, one must consider solutions for varying needs of different product types in our product portfolio like new products both evolutionary and revolutionary, niche products, high growth products and more. With this backdrop, we have evolved a solution which segments the product portfolio into quadrants and then match a series of algorithms for each quadrant instead of one methodology for all. And technology stack would be simulated/mocked data(Hadoop Ecosystem) > AzureML with R/Python > Zeppelin.

free-for-dev icon free-for-dev

A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev

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