Data Analytics & AI Certificate Online by VDCI - Course + Reviews

Summary

A 210-hour certificate covering the analytics stack end to end: Excel for analytics, analytics foundations, Tableau, and SQL, then a long Python sequence spanning data science, machine learning, data visualization and interactive dashboards, automation, advanced machine learning, and AI application development.

The program is self-paced and project-based, and closes with a data science capstone. Students finish with a portfolio covering querying, visualization, predictive models, and AI-driven web applications. VDCI also runs a separate Data Analytics & AI Certificate Program with a nearly identical curriculum that is approved for veterans' education benefits.

Who this course is for

People moving into data analytics or data science who want Excel, SQL, Tableau, and Python in a single sequence, plus analysts adding machine learning and AI application work.

Certifications covered by this course

No certifications are covered by this course.

Topics included

No specific topics are covered by this course.

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Curriculum

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