# Data Analytics & AI Certificate Online (Self-Paced)

Canonical URL: <https://www.creativelive.com/learning-path/data-analytics-ai-certificate-self-paced>

## Overview

Develop expertise in data analytics and artificial intelligence through structured, hands-on training in Excel, Python, SQL, and Tableau. This self-paced program covers core analytical workflows, including data visualization, database querying, machine learning techniques, and AI-powered application development.

Through practical projects, you’ll apply advanced Excel and Tableau features, automate analysis with Python, and build predictive models and AI-driven web applications. After working through the curriculum, you’ll have a professional portfolio that demonstrates real-world proficiency in high-demand data and AI skills.

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

## Pricing

**Tuition:** $6995

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