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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.

awesome-ai-ml-dl

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

backorders_supply_chain_analysis

Understanding the supply chain process data and implementing different algorithms, building a machine learning model that can predict whether a given order gets cancelled or goes to back order.

benchmarking-conformal-prediction-methods-for-time-series-regression

Code repository accompanying my bachelor thesis "Benchmarking conformal prediction methods for time series regression"

best_ai_papers_2021

A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code. [work in progress]

book-case-study

This repository accompanies the book Core Concepts and Methods in Load Forecasting.

causalai

Salesforce CausalAI Library: A Fast and Scalable framework for Causal Analysis of Time Series and Tabular Data

chinesepm

Extensive time series analysis of chinese PM2.5 content, using models from ARMA and VAR to LSTMs and dynamic time warping clustering

claimed

Deep Learning Curs

conformalprediction.jl

Predictive Uncertainty Quantification through Conformal Prediction for Machine Learning models trained in MLJ.

course-v3

The 3rd edition of course.fast.ai

data-6

Course materials for Data 6: Intro to Computational Thinking with Data

data-science-for-marketing-analytics-second-edition

data-wrangling

Code repository for Data Wrangling with Python (O'Reilly)

data_science_bootcamp

deeplearning

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

drone-gcs-and-ai

A research diary of a drone system that monitors the coastal pollution.

fastai

The fastai deep learning library

fastbook

The fastai book, published as Jupyter Notebooks

fits

FITS: Frequency Interpolation Time Series Analysis Baseline

git-abgabegruppe-33

githubcommit

A jupyter notebook extension enabling users push ipython notebooks to a git repo

group21

hands-on-data-analysis-with-pandas

Materials for following along with Hands-On Data Analysis with Pandas.

inat_comp

iNaturalist competition details

introduction-to-rnn-in-r

This page serve as the repository for the script file I used in my LiquidBrain Youtube Video

junit-jupiter-api

karel

Karel The Robot

machinelearning-operationsresearch-supplychainoptimization

This work explains how OR and ML in tandem can help us making a cost efficient decisions. I have used a Supply Chain Network Design use case to explain benefits of ML+OR together.