Summary
Education
MIT ePortfolio
Work History
Continued Education
Skills
Timeline
SoftwareEngineer
Mark Braxton

Mark Braxton

Data Story Teller And Mathematics Educator
Tampa,FL

Summary

Prospective data analyst with varied skill set in current data industry topics and procedures to make evidence-based, reliable predictions about the world. Strong believer that data story telling is crucial to relay key insights that are often hidden in multidimensional, complex machine learning models.

Education

Certificate (Expected April 2022) - Applied Data Science

MIT Professional Education
Cambridge, MA
2021.12 - Current

Bachelor of Arts - Mathematics

University of South Florida
Tampa, FL
2008.08 - 2014.12

Associate of Arts - Mathematics

Pasco-Hernando State College
Dade City, FL
2004.08 - 2007.01

MIT ePortfolio

Predicting the eligibility of bank customers for a loan and forecasting the stock prices

Course Practical Data Science

The first part of the project involves predicting the eligibility of the bank customers for a loan by using classification algorithms. The second part involves forecasting the stock prices for the next 24 months using time series.

Skills and Tools

Decision Trees, Random Forest, Time Series

Predicting the Boston house prices and eligibility of bank customers for a loan

Course Machine Learning

The first part of this project involves predicting the house prices based on the features of the locality using regression techniques. The second part involves predicting the loan eligibility of bank customers using classification algorithms to help the bank prevent potential losses, and focus more on eligible customers.

Skills and Tools

Linear Regression, Logistic Regression, kNN

Applying dimensionality reduction on the auto-mpg dataset and doing bank customer segmentation

Course Data Analysis & Visualization

The first part of this project involves exploring the auto-mpg dataset by applying dimensionality reduction techniques and visualizing the data in lower dimensions to extract insights. The second part involves segmenting the bank customers to help the bank upgrading the service delivery model and ensure that customers queries are resolved faster

Skills and Tools

PCA, Clustering, tSNE

Analyzing the marketing campaigns to help CMO devise the next strategy

Course Foundations for Data Science

This project aims to analyze marketing data and address some important business problems/questions related to customer demographics, product preferences, channel performances, etc.

Skills and Tools

Exploratory Data Analysis, Data Visualization, Statistics

Work History

Owner, Lead Instructor, Content Creator

MB MathWorks
Tampa , FL
2021.04 - Current

Job Duties:

Created and established polished multimedia content in advanced mathematics, statistics, number theory, symbolic logic, calculus, vector analysis, SAT preparation, computer science, python, Pandas, NumPy, Matplotlib, Seaborn, Data Analysis

Mathematics and Computer Science Educator

Academy At The Lakes
Land O' Lakes , FL
2015.08 - Current

Courses Taught:

Probability/Statistics, Number Theory, Algebra and Trigonometry for Calculus, Computer Science, HTML, CSS, and Symbolic Logic

Adjunct Mathematics Instructor

Pasco-Hernando State College
Dade City , FL
2014.12 - 2015.05

Course taught:

Developmental Mathematics which focused on introductory statistics, algebra, financial accounting, and probability to incoming freshmen and career professionals continuing their education

Continued Education

Using Databases with Python, University of Michigan, Offered through Coursera:

Skills Learned

Create, Read, Update, and Delete operations to manage databases in SQL

Basics of Object Oriented Python

Understand how data is stored across multiple tables in a database

Utilize the Google Maps API to visualize data

Skills

    Python, Numpy, SciPy, MatPlotlib,

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Timeline

Certificate (Expected April 2022) - Applied Data Science

MIT Professional Education
2021.12 - Current

Owner, Lead Instructor, Content Creator

MB MathWorks
2021.04 - Current

Mathematics and Computer Science Educator

Academy At The Lakes
2015.08 - Current

Adjunct Mathematics Instructor

Pasco-Hernando State College
2014.12 - 2015.05

Bachelor of Arts - Mathematics

University of South Florida
2008.08 - 2014.12

Associate of Arts - Mathematics

Pasco-Hernando State College
2004.08 - 2007.01
Mark BraxtonData Story Teller And Mathematics Educator