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Cindy_Chen's Projects

tibble icon tibble

Data frames and table sources in "dplyr" style

tidyr icon tidyr

Easily tidy data with spread and gather functions.

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

ubcadv-r icon ubcadv-r

Note sharing for a discussion group around the Advanced R Programming book (http://adv-r.had.co.nz/)

udacity icon udacity

Machine Learning Engineer Nanodegree

udacity-a-b-test icon udacity-a-b-test

For this project, you will be working to understand the results of an A/B test run by an e-commerce website. Your goal is to work through this notebook to help the company understand if they should implement the new page, keep the old page, or perhaps run the experiment longer to make their decision.

udacity-ab-testing-final-project icon udacity-ab-testing-final-project

This project aims at analyzing two different versions of Udacity website and determining which version of the website will bring more traffic or generate more revenue. The project included choosing a metric, building intuition, defining hypothesis and comparing two samples for hypothesis testing.

udacity-machine-learning-engineer-nanodegree icon udacity-machine-learning-engineer-nanodegree

My projects for Udacity Machine Learning Nanodegree (MLND) Program. The Machine Learning, Data Science and Deep Learning projects contained in this directory make use of tools such as Python, PyTorch, Sci-Kit Learn, AWS SageMaker, AWS Lambda, Amazon S3, Amazon API Gateway and XGBoost to implement machine learning solutions to different types of problems in areas such as business, finance and academia to name a few.

unsupervised_anomaly_detection icon unsupervised_anomaly_detection

A Notebook where I implement differents anomaly detection algorithms on a simple exemple. The goal was just to understand how the different algorithms works and their differents caracteristics.

usaddress icon usaddress

:us: a python library for parsing unstructured United States address strings into address components

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

web-scraping-reddit icon web-scraping-reddit

Web scraping Reddit without using Reddit API, and making a dataset, and using the dataset for a machine learning project.

webdevbootcamp icon webdevbootcamp

All source code for back-end projects from the Web Developer Bootcamp

workshops-1 icon workshops-1

This is a repository for all workshop related materials.

xgboost icon 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

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