Introduction to Analytics and AI

Overview
Program Requirements
Why Choose a Certificate?

Program Administrator

Contact for program-related questions Robin Finey

Introduction to Analytics and AI

Be sure to review program requirements for this certificate

Analytics and AI are transforming how organizations understand data, generate predictions, and make decisions. The Introduction to Analytics and AI Certificate helps learners understand many different analytics and AI approaches, so they know how to choose and build the right models, datasets, and techniques to solve a problem or answer a question. Participants will then gain hands-on practice implementing these solutions using common industry tools. Learners will deepen their expertise in specific methods, such as machine learning, optimization, statistical learning, and modern regression, based on their choice of elective courses. To earn the Analytics and AI Certificate, learners must complete COMP 2001P: Analytics and AI: Introduction (Requirement A) followed by two of the four course options listed under Requirement B below.

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Program Requirements

Certificate Requirements

Certificates must be completed within 6 years; courses completed more than 6 years ago may not be applied toward certificate.

All courses applied to a certificate program must be taken from Georgia Tech.

This certificate does not require an application.

How it works

Your path to achievement is easy! Most certificate courses are offered in classroom locations around the U.S. You can also inquire about training at your location.

Cost

Course load determines the cost of a certificate program.
Calculate your total by identifying the courses needed and tallying individual course fees. Some courses offer discounts for course bundling.

Registration

Select a certificate program, review the requirements, and determine your timeline for completion.
Add courses to your shopping cart for purchase as you are ready to take them, or as a group if desired.
Proceed to checkout to complete your registration. We accept multiple forms of payment including a third-party credit cardholder, purchase order, a private loan, and VA benefits for certain programs.

Completion

Certificates must be completed within six years.
After successful completion of most individual courses, a Certificate of Course Completion will be sent.
After successful completion of all required courses, request a transcript and program certificate audit.

Upon verification, GTPE will email your transcript and mail your Certificate of Program Completion. Some programs host a certificate award ceremony during the final course.

Once you earn your Georgia Tech Program Certificate, tout your success on your resume and LinkedIn profile, share with your employer, and celebrate an important career growth achievement!

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Why Choose a Certificate?

Professional Certificates are ideal for developing new skills and building deep expertise in a specialized area to update your professional profile, advance your career, or broaden your knowledge base.

Certificates are an “anytime” credential
Start anytime - after graduation or later in your career - and gain deeper know-how in a specific area without the commitment to a degree.

Certificates demonstrate commitment
The dedication of time to earn a certificate demonstrates that you are committed to achieving a higher standard of professional knowledge in your industry.

Certificates provide immediate “ROE”
Georgia Tech learners master real-world skills and apply them to their career the day after completion.

Certificates stand out on your resume
A Georgia Tech credential carries the professional weight to give you a competitive edge.

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What You Will Learn

Analytics/AI models for answering important data-driven questions, making predictions, and supporting decision-making
Data science-based approaches for classification, clustering, change detection, time-series and feature-based relationship analysis and prediction, and feature selection
Decision-support approaches like optimization and simulation
Cross-cutting techniques for data preparation, validation, experiment design, and missing data response
Practical implementation using software and coding
State-of-the-art techniques in machine learning, optimization, statistical learning, and modern regression

Woman sits in front of three monitors reviewing Python code with her male coworker for the FlexStack in Python AI Principles Certificate.

How You Will Benefit

Apply analytics and AI models to understand data, generate predictions, and make decisions.
Learn how to choose or create the right models, datasets, and techniques to address questions and challenges.
Practice implementing analytics/AI approaches using common industry tools.
Obtain deeper practical skills and knowledge in specific analytics and AI approaches like machine learning, optimization, statistical learning, and modern regression.
Stay competitive as the field evolves by learning how to understand new models and techniques more quickly.

Grow Your Professional Network
Taught by Experts in the Field

Analytics and artificial intelligence are important tools for understanding data, generating predictions, and making decisions. Through a series of recorded lectures led by a Georgia Tech faculty member and homework assignments, participants will enjoy an overview of many different types of…

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