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adataschultz/README.md

About Me 👋

example   andrew-schultz    

adataschultz

  • 🌱 Academic Data Scientist
  • 🔭 Critical thinker and self-directed learner with multiple years of biomedical research experience/publications for various cancer types and diabetes
  • ⚡ Fun fact: Classically-trained musician

Latest Blogs 🚀

Title Article Repo
Maritime Trade and COVID-19 🔗 🔗
Loan Approval using Historical Data 🔗 🔗
Natural Language Understanding of Reviews 🔗 🔗
Amazon Movies and TV Ratings Recommendation Systems 🔗 🔗
What Affects the Price of Used Cars? 🔗 🔗

💻 Tech Stack

Languages

Database Tools

Oracle Database PostgreSQL MySQL SQLITE

Visualization Tools

Tableau Power BI

Development Tools

vsCode Jupyter Colab Paperspace Git GitHub Docker Linux

Machine/Deep Learning Tools

TensorFlow Keras PyTorch OpenCV NumPy Pandas Scikit-Learn Dask spaCy XGBoost Catboost LightGBM MLflow Weights & Biases

Backend Tools

FastAPI

Cloud Platforms

Google Cloud Microsoft Azure Amazon AWS Snowflake Databricks Streamlit Heroku

Pinned

  1. MaritimeTrade_COVID MaritimeTrade_COVID Public

    Exploring potential confounding effects on US maritime trade from 2010-2020

    Jupyter Notebook

  2. LoanApproval_LendingClub LoanApproval_LendingClub Public

    Predict loan approval by using different variable selection methods

    Jupyter Notebook 1

  3. Yelp_Reviews Yelp_Reviews Public

    Explore characteristics of businesses who have been reviewed by different users in different locations in the Yelp Open Dataset

    Jupyter Notebook

  4. RecSys RecSys Public

    Create recommender systems testing various algorithms

    Jupyter Notebook

  5. UsedCars_Prices UsedCars_Prices Public

    Examine the features of used cars posted on CarGurus at different times and locations to predict the selling price

    Jupyter Notebook 1

  6. adataschultz.github.io adataschultz.github.io Public

    HTML