# Data Analytics & AI Certificate (Self-Paced)

Canonical URL: <https://www.graduateschool.edu/certificates/data-analytics-ai-certificate-self-paced>

## Overview

Gain practical expertise in data analytics and artificial intelligence through focused training in Excel, Python, SQL, and Tableau. You’ll develop core skills in data analysis, visualization, database querying, and machine learning while working with tools used across modern analytics teams.

Through hands-on projects, you’ll apply Python for data manipulation, automation, and model building, create interactive dashboards, and explore AI-powered applications and workflows. The program emphasizes real-world use cases and concludes with a professional portfolio that demonstrates your ability to turn data into actionable insights.

## What you'll learn

- Analyze and visualize datasets using Excel, Tableau, and Python libraries like Matplotlib, Seaborn, and Plotly
- Write SQL queries to filter, join, and summarize data across multiple tables using PostgreSQL
- Build and evaluate machine learning models with scikit-learn, including regression, classification, and ensemble methods
- Develop interactive dashboards and visual narratives using Dash and Tableau for clear data communication
- Create AI-driven web applications with Flask and OpenAI APIs, integrating features like chat assistants and image-based item recognition
- Automate web scraping and data processing tasks in Python using libraries like Beautiful Soup and Requests

## Curriculum
1. **Excel for Data Analytics (Self-Paced)**
2. **Data Analytics Foundations (Self-Paced)**
3. **Python for Data Science Bootcamp (Self-Paced)**
4. **SQL Bootcamp (Self-Paced)**
5. **Python for Automation (Self-Paced)**
6. **Python Data Visualization & Interactive Dashboards (Self-Paced)**
7. **Python Machine Learning Bootcamp (Self-Paced)**
8. **Tableau Bootcamp (Self-Paced)**
9. **Python Machine Learning Advanced (Self-Paced)**
10. **Python for AI (Self-Paced)**
11. **Data Science Capstone Projects (Self-Paced)**
12. **AI for Data Analytics Course (Self-Paced)**

## Pricing

**Tuition:** $6995