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kdarley's Projects

admin-dashboard icon admin-dashboard

an admin dashboard built with html and css, with a focus on css grid

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.

curriculum icon curriculum

The open curriculum for learning web development

dailyknowledge icon dailyknowledge

This repository contains the files and resources from my Daily Knowledge hunt

etch-a-sketch icon etch-a-sketch

Interactive Etch-a-Sketch game written in javascript, html, and css

get-things-done-with-prompt-engineering-and-langchain icon get-things-done-with-prompt-engineering-and-langchain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

library icon library

A library app that demonstrates the use of javascripts prototype functionality.

mmm_stan icon mmm_stan

Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS

nlp-datasets icon nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

portfolio icon portfolio

This is a showcase of Jupyter Notebook projects completed using Python and related libraries.

todo icon todo

todo list created after learning oop principles

weather icon weather

A weather app created after learning about asyc/await/promises

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