scelarek,Sam Celarek,github

BrainStation Data Science Diploma (August 2023)

🌟 Introduction

Hello! I'm Sam Celarek and welcome to my Github! After graduating from the BrainStation Data Science Bootcamp in August 2023, I'm ready for to take a crack at a business problem worthy of the name. The full package is something like insatiable curiosity, a desire to quantify everything, and a wide array of data science tools to tackle almost any problem. Let me know if you are interested in any of my projects or would like to collaborate.

🛠️ Languages and Tools:

Programming Languages: Python, R, Bash, SQL
Database: MySQL, PostgreSQL
Data Analysis Libraries: NumPy, Pandas, SciPy
Data Visualization: Tableau, Matplotlib, Plotly, Seaborn
Machine Learning: Scikit-learn, TensorFlow, Keras, PyTorch, XGBoost, NLTK
Time Series Forecasting: pmdarima, Prophet, tbats , timemachines, darts
Cloud Computing: AWS, Spark, Hadoop, GCP, Hive, Docker
Version Control: GitHub, Git
Statistics: Hypothesis Testing, Regression, Classification, Clustering, Time Series Forecasting, Deep Learning

🌱 Featured Data Science Projects

COVIDCast: Use Epidemiological and Machine Learning Time Series Models to predict new COVID cases.
SideBard for Google: A chatbot that performs query embedded search and helps users navigate new AI Features in the Google Suite.
Portfolio: Check out my porfolio website to see even more projects!

🔗 Important Links & Resources

For Private Projects there will only be a brief overview of the projects. Requests for full access can be made though at the bottom of the page linked.

Data Science | Modeling, Natural Language Processing, and Neural Nets

Data Analysis | Wrangling, Cleaning, and EDA

Business Analysis | SQL, Tableau, AWS, and PySpark

References & Guides:

I'm a bit of a template maker! Mostly it is because distilling the general concepts of data science into a clean, uniformally formatted notebook is a very satisfying way of grasping the big picture. Beyond being a fun learning method though, these guides aim to serve a threefold purpose: