# Data Science & AI Certificate (Self-Paced)

Canonical URL: <https://www.graduateschool.edu/certificates/data-science-online>

## Overview

Gain the skills to work with databases and perform data analysis in this beginner-friendly program, designed to prepare you for entry-level data science and Python engineering roles. Learn Programming Fundamentals: Master Python programming basics and its core data science libraries for analyzing data. Read and write complex database queries, prepare and clean datasets, and use Python to automate routine tasks such as aggregating, updating, and formatting data.

Create Machine Learning Models: Leverage your data to build and evaluate machine learning models. Clean and balance datasets with Pandas, apply machine learning algorithms using the scikit-learn library to address real-world problems, and analyze results to identify areas for improvement. Make Dashboards & Visualizations: Design and present dynamic dashboards and other visualizations. Learn to work with Python's major plotting and dashboard tools—Matplotlib, Seaborn, Plotly, and Dash Enterprise—and deploy projects on GitHub to showcase your analytical skills to employers. Industry-Aligned Projects & Mentorship: Work on real-world projects aligned with industry needs, and receive 1-on-1 mentoring to refine your abilities, get feedback, and prepare for interviews.

## What you'll learn

- Analyze tabular data with NumPy and Pandas; Create graphs and visualizations with Matplotlib
- Make predictions using linear regression; Apply machine learning algorithms to data
- Clean and balance data in Pandas
- Make interactive dashboards with Dash Enterprise
- Evaluate the performance of machine learning models
- Combine data across tables with JOIN statements
- Advanced techniques, such as subqueries and stored procedures
- Write programs in Python to automate everyday tasks

## Curriculum
1. **Python for Data Science Bootcamp (Self-Paced)**
2. **SQL Bootcamp (Self-Paced)**
3. **Python for Automation (Self-Paced)**
4. **Python Data Visualization & Interactive Dashboards (Self-Paced)**
5. **Python Machine Learning Bootcamp (Self-Paced)**
6. **Python for AI (Self-Paced)**
7. **Data Science Capstone Projects (Self-Paced)**

## Instructors

### Bruce Gay — Instructor

Bruce is an engaging trainer and program manager who brings 25+ years of practical experience to deliver effective and experiential training to students. Able to engage adult learners with a range of backgrounds and professional experiences. Successful at building effective stakeholder relationships and coordinating multi-disciplinary teams for solution delivery.

Bruce has over 25 years of project and program management experience across multiple industries. He has a master's degree from The George Washington University and a B.A. from the University of North Carolina Chapel Hill. 

Bruce currently runs his own freelance training and consulting business, helping project managers and team leaders improve their business skills, become better leaders, and achieve professional greatness. 

Bruce is a well-received speaker in the areas of design thinking, project management, cross-team collaboration, and AI tools for projects, and has presented at regional and international conferences.

## Pricing

**Tuition:** $3995

Payment options: Student financing available; see the current application terms and pay-as-you-go installments.