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followers: 2.0 following: 6.0 repos: 14.0 gists: 0.0

Name: Junhua Tan

Type: User

Company: Northwestern Univeristy

Bio: Graduate student @ NU

Location: Chicago, IL

Blog: https://www.linkedin.com/in/junhua-tan-b5544a195/

💥 Selected Project Repos

The following list contains some of my projects that I've done over the years. These projects are grouped in these categories according to the skills used:

Data Cleaning + Analytics
- Visualization: User demographics and preferences for predicting their first travel experience
Research Projects: Experimentations and Metrics
- Lee Lab Neurobiology of Taste: Taste experience of laboratory mice
Model Building
- 🏆 Regression: Predict the money made on loans issued by a bank (ranked 1 out of 69 from a class Kaggle competition)
- Classification: Predict game outcome from first 10 minutes of League of Legends plays
- Classification: Predicting presence of heart disease on a patient

Contact Me

Contact Method
Email	[email protected]
LinkedIn	https://www.linkedin.com/in/junhua-tan-b5544a195/
Kaggle	https://www.kaggle.com/junhuatan

Languages and Tools Used:

My Github Stats:

Junhua Tan's Projects

ap_scrna

Data and code for "Area Postrema Cell Types that Mediate Nausea-associated Behaviors"

beyond-leetcode-sql

Analysis of SQL Leetcode and classic interview questions. Common pitfalls, anti-patterns and handy tricks are discussed. Sample databases are provided.

codefun

DataStructure(SwordOffer、LeetCode)、Deep Learning(Tensorflow、Keras、Pytorch)、Machine Learning(sklearn、spark)、AutoML、AutoDL、ModelDeploying、SQL

coding-interview-university

A complete computer science study plan to become a software engineer.

coronavirus-2020

Hacking on a Coronavirus dataset

kaggle_competition

Predict Future Sales

lee-lab-taste

mataiscat

scrna-seq_notes

A list of scRNA-seq analysis tools

stat301-1-final-project

User demographics and preferences for predicting their first travel experience

stat301-2-final-project

Junhua Tan's final project for STAT301-2 (Northwestern University)

stat301-3-classification

stat301-3-final-project

Predict game outcome from first 10 minutes of League of Legends plays using random forest

stat301-3-regression

Predict the money made on loans issued by a bank using XGBoost

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