FREDERICK T. WILLIAMS
Birmingham, AL ***** https://www.linkedin.com/in/fredericktwilliams/ *********.*.********@*******.*** https://github.com/FrederickWilliams 334-***-**** EDUCATION Regis University, Denver – Masters, Data Science (GPA: 3.80) May’ 20
Coursework: Data Analytics, Data Wrangling, Machine Learning, Predictive Analytics, Data Collection & Preparation, Statistical Meth & Experimental Design PROJECTS
Real Estate & Venues Data Analysis of Birmingham, AL: Created a map and information chart where the dataset is a real estate index is placed on Birmingham, AL. The project also used the unsupervised learning K-means algorithm to cluster. (Github)
Baseball Web-scraping: Present a comparative analysis between Japanese Central League baseball teams and a Major League Baseball division teams using the "base run" statistic calculated from data scraped from the Baseball-Reference website. (Github)
Querying MovieLens Dataset: Used the MovieLens 1 million ratings dataset to perform the following querying actions in a SQL database via Python to create a query to retrieve reviews into a cursor, translate the dataset of MovieReviews into a list of dictionaries, and load the list of dictionaries into TinyDB a NoSQL databases. (Github) LANGUAGES AND TECHNOLOGIES
Languages: Python, R, SQL
Data Science Frameworks: NumPy, Pandas, Seaborn, Matplotlib, Scikit-Learn, Tidyverse, Dplyr, GGplot2
Big Data: MongoDB, Apache Spark (PySpark), Apache Airflow, Redis
Google Cloud, AWS: Google BigQuery, Amazon Redshift, Amazon EC2
Data Analytic Software: Microsoft Excel, Tableau WORK EXPERIENCE Wal-Mart, Store Associate Feb’15 – Sep’15
Maintain all store merchandise and evaluate items as per purchasing order and handle all goods and services efficiently.
Manage all merchandise and ensure appropriate tags and labels to it and maintain count of inventory levels at all items to maintain records of store goods.
Coordinate with coworkers and various departments and identify and report any discrepancies and prepare reports to be submitted to manager.