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Baylex/README.md

Julie Pyle | Data Analyst | Education Expert | Tool Creator Pic

  • πŸ‘‹ Hi, I’m @Baylex and I own Weighted Averages, LLC, a company committed to helping school districts streamline and analyze their data by creating tools to do the heavy lifting, so educators can do what they do best, inspire students.
  • πŸ‘€ I’m interested in studying state accountability and creating tools for educators.
  • 🌱 I’m currently focusing on Tableau, Python programming, and embedding Excel into websites with JavaScript.
  • πŸ’žοΈ I’m looking to collaborate on machine learning models centered on analyzing educational data sets.
  • πŸ“« Hire me! Julie Pyle, M. Ed.
  • πŸ“« Open to contracted work: Weighted Averages, LLC
  • πŸ“« Check out my results and let's chat about how I can solve problems for your team! Email: jp3158@gmail.com

I solve Real World problems!

Projects for Transformation Waco

Two Embedded TIA Estimators <-- Want to know how I think analytically to solve problems?

I designed two qualification calculators to help teachers understand their eligibility for the Teacher Incentive Allotment, a potential $65,000 pay increase!

Sentiment Analysis NLP Code coming soon! <-- What tools do I use and how do I masterfully pull them together for a long project?

I have streamlined our data collection process and have recovered 1000 work hours or roughly $45,000 in salaries plus created actionable data from previously ignored data attributes.

I used Python to convert several logo images for a communication flyer. The communication team wanted the logos to match with the same black and white color scheme.

Volunteer Projects for my Community

How I overcame the challenges of finding Child Care - in the works with collaborating with United Way and HOT Workforce Solutions.
Texas Child Care Facilities Tableau
Texas Child Care Facilities Python

My work has Impact and Reach!

Projects for Educational Service Center Region 13, Austin, TX

I was contracted to bring the Data Dig Protocol to life, which retails for $1200. I used Google Sheets to create a collaborative document that takes in data from 2 different student information systems, Eduphoria! and DMAC, which are the 2 most common SIS in Texas. Once the data is in place, I wrote the necessary code and formulas to automatically calculate and present everything the way a teacher needs to process the information. The result being that teachers save countless hours of manual data entry, and the tool gets them straight into the analysis and discussion of actionable steps to improve instructional practices to benefit student performance. Data Dig Protocol

I saw a knowledge gap where teachers had too much difficulty learning the new growth model when TEA shifted to the A-F Accountability system. I created data tables and excel files that make setting growth goals easy!

STAAR Growth Prediciton Tool eStore $50 - $130/download

STAAR Growth Prediction Tool First laucnh video

Real Results!

In this clip, you can see Elgin ISD using my tools to improve student performance! STAAR Growth Prediction Tool in Action

More evidience: See several more schools that my tools have impacted! STAAR Growth Prediction Tool in Action

Repos from my UT McCombs Data Analytics Boot Camp

Final Project

Final Project

Modules

  1. Mapping Earthquakes - GeoJSON, API, D3, JavaScript
  2. Mission to Mars - HTML, BeautifulSoup, Splinter, MongoDB, Flask, CSS, Bootstrap
  3. School District Analysis - Python, Cleaning DataFrames, Groupby(), Pandas, Numpy
  4. Election Analysis - Python, Boolean & Logical operators, Calculations using data types
  5. Kickstarter Analysis - Excel, Graphs, Analysis, Interpretation, Statistics
  6. Stock Analysis - VBA, Loops, Optimization
  7. Neural Network Charity Analysis - neural network model, Machine Learning classification, TensorFlow, Deep Neural Networks
  8. World Weather Analysis - Python libraries, API, JSON, Matplotlib, Google Maps
  9. Cryptocurrencies - Supervised and Unsupervised Learning, Cluster data, K-means algorithm, centroids, elbow curve, PCA
  10. Amazon Vine Analysis - SQL, AWS S3, Big Data, NLP, MapReduce, Hadoop, Spark, PySpark
  11. Credit Risk Analysis - Supervised Machine Learning, scikit, Random Over Sampler, SMOTE, Cluster Centroids, SMOTEEN, Balanced Random Forest Classifer, Easy Ensemble Classifier
  12. MechaCar Statistical Analysis - R, Tidyverse, ggplot2, Hypothesis testing, Linear Regression, ANOVA, t-tests, Chi-squared, AB and AA testing
  13. Citibike - Tableau, dashboards, storytelling
  14. Plotly Biodiversity - D3 JSON, Plotly, Parsing, JavaScript Math, event handlers, GitHub Pages
  15. UFOs - JavaScript, arrow functions, loops, HTML, CSS
  16. Surf's Up - SQL, SQL Alchemy, SQLite, PostgreSQL, Flask, Python
  17. Movies ETL Process - ETL, SQL, Python, Pandas, Regex, PostgreSQL, Kaggle, JSON, Parsing
  18. Pewlett Packard Analysis - ERD, SQL database, pgAdmin, joins, queries
  19. PyBer Analysis - Matplotlib, charts, Numpy, Pandas, SciPy, Python

Saw a new markdown feature and tried it out: Mermaid Practice

graph TD;
    Data_Analyst-->Excel;    
    Data_Analyst-->SQL;
    Data_Analyst-->Python;
    Data_Analyst-->Tableau;
    Data_Analyst-->JavaScript;
    JavaScript-->1._Mapping_Earthquakes;
    JavaScript-->2._Mission_to_Mars
    Python-->3._School_District_Analysis;
    Python-->4._Election_Analysis;
    Excel-->5._Kickstarter_Analysis;
    Excel-->6._Stock_Analysis;
    Python-->8._World_Weather_Analysis;
Loading
graph TD;
    Data_Scientist-->Machine_Learning;
    Data_Scientist-->Big_Data;
    Machine_Learning-->7._Neural_Network_Charity_Analysis;
Loading

Other

Light Density
Practice

Forked

https://github.com/Baylex/Best-README-Template
https://github.com/Baylex/storytelling-with-data-ggplot
https://github.com/Baylex/storytelling-with-data-1
https://github.com/Baylex/storytelling-with-data

Portfolio - Work in Progress

Portfolio

Future project

Make a state park list for my hiking group.

Pinned Loading

  1. Mapping_Earthquakes Mapping_Earthquakes Public

    Mapping Earthquakes with JS & APIs

    JavaScript 4

  2. Mission-to-Mars Mission-to-Mars Public

    Mission to Mars - Web Scraping with HTML/CSS

    Jupyter Notebook 3

  3. Movies-ETL Movies-ETL Public

    Extract, Transform, Load movie data

    Jupyter Notebook 1 5

  4. Plotly_Biodiversity Plotly_Biodiversity Public

    Plotly & Belly Button Biodiversity

    JavaScript 1

  5. PyBer_Analysis PyBer_Analysis Public

    PyBer with Matplotlib

    Jupyter Notebook 2

  6. School_District_Analysis_Challenge School_District_Analysis_Challenge Public

    Practicing Pandas with School Data

    Jupyter Notebook 10