Pinned Repositories
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
BaseballSavantShinyVisuals
Visualizations recreated from statcast data into a shiny app
bat_speed
Exploration of the new bat speed and swing length data in statcast
BEA_API_Visualizations
In this notebook, I connect to the Bureau of Economic Analysis API to request data on GDP for all counties in the US from 2001-2021. I then do some cleaning and make some visualizations out of the data.
DataVisualizationFinal
This is my final for DSA7040. In this project, I explore a steam dataset that had the top 100 video games for each month from 2012-2021. I use ggplot to plot different graphs that tell as story of popularity throughout the years.
GolfProject
This was my work portion of a summer project. In this project I analyze factors that may impact the performance of golfers in the PGA from 2015-2022.
PitchLocationShiny
Pitching summary for pitchers in the 2016 world series
Riot_API_project
In this project I extract, transform and load in data from the Riot games API. I pull data from my recent games I have played and use the data to create visualizations and predictive models to learn more about my games. I am still working on this project, but I wanted to get my start posted here.
RiotAWSHackathon
RiotAWSHackathon
StuffModel6-24-24
A revision to my stuff model from last year with the inclusion of new features, parameter tuning, and visualizations
SamEhrlich's Repositories
SamEhrlich/Riot_API_project
In this project I extract, transform and load in data from the Riot games API. I pull data from my recent games I have played and use the data to create visualizations and predictive models to learn more about my games. I am still working on this project, but I wanted to get my start posted here.
SamEhrlich/amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
SamEhrlich/BaseballSavantShinyVisuals
Visualizations recreated from statcast data into a shiny app
SamEhrlich/bat_speed
Exploration of the new bat speed and swing length data in statcast
SamEhrlich/BEA_API_Visualizations
In this notebook, I connect to the Bureau of Economic Analysis API to request data on GDP for all counties in the US from 2001-2021. I then do some cleaning and make some visualizations out of the data.
SamEhrlich/DataVisualizationFinal
This is my final for DSA7040. In this project, I explore a steam dataset that had the top 100 video games for each month from 2012-2021. I use ggplot to plot different graphs that tell as story of popularity throughout the years.
SamEhrlich/GolfProject
This was my work portion of a summer project. In this project I analyze factors that may impact the performance of golfers in the PGA from 2015-2022.
SamEhrlich/PitchLocationShiny
Pitching summary for pitchers in the 2016 world series
SamEhrlich/RiotAWSHackathon
RiotAWSHackathon
SamEhrlich/StuffModel6-24-24
A revision to my stuff model from last year with the inclusion of new features, parameter tuning, and visualizations
SamEhrlich/GCP_reddit_sentiment
Using GCP to scrape reddit rss feed into GCP's NLP and then store all data into a database. Then connect to the database from an outside source using an IP and querying/visualizing the results.
SamEhrlich/KaggleTitanic
SamEhrlich/SentimentAnalysisReddit
This project requests posts from various subreddits. Once the text posts are loaded, they are transferred to a sql database where they are converted to tsvectors for database querying. The text is analyzed for sentiment and then visualized overall sentiment across many weeks.
SamEhrlich/SoniqsDataAnalysis
In this project, I scrape data from the SiegeGG site to analyze games from the Rainbow 6 Siege playoff games on Feb 22, 2022.
SamEhrlich/SpotifyTop50-2019
This is a graph I made in ggplot from a csv of the top 50 songs from spotify in 2019. This is made in R using ggplot2 to show some graphing skills.
SamEhrlich/SQLChicagoCrimeQueries
In this notebook, I import a csv file into pandas. I clean the data and import the data into a sql server. I then query the data for useful related to crime in Chicago.
SamEhrlich/SQLSpotifyTop50
This is a notebook that queries a dataset of Spotify's Top 50 songs of 2019 in different ways. I use python's SQLalchemy to convert the csv to SQL. I use PGSQL to query in my terminal provided by the University of Missouri.
SamEhrlich/SuperbowlSQLQueries
I query different data from a superbowl data table. I download the data through SQLalchemy and then query the data in the server provided by my school. I copy and paste the results of my query into markdown cells.