Overview of Generative AI


Course Number: AI-116WA
Duration: 1 day (6.5 hours)
Format: Live, hands-on

Generative AI Training Overview

Generative AI (Gen AI) is a type of artificial intelligence that can create new content, such as text, images, music, and audio, by learning from existing data. This 1-day Generative AI training course gives students a comprehensive introduction to Gen AI, covering its core concepts, applications, and limitations.

Location and Pricing

Accelebrate offers instructor-led enterprise training for groups of 3 or more online or at your site. Most Accelebrate classes can be flexibly scheduled for your group, including delivery in half-day segments across a week or set of weeks. To receive a customized proposal and price quote for private corporate training on-site or online, please contact us.

In addition, some courses are available as live, instructor-led training from one of our partners.

Objectives

  • Use generative AI tools to enhance productivity and creativity in various professional and personal projects
  • Make informed decisions about implementing generative AI solutions by understanding their capabilities, limitations, and ethical considerations
  • Critically evaluate the authenticity and potential biases in AI-generated content to ensure responsible and ethical use
  • Communicate confidently about generative AI concepts, terminology, and applications with technical and non-technical stakeholders
  • Identify opportunities for generative AI to optimize processes and solve problems
  • Understand the potential impact of generative AI on employment, society, and the environment
  • Generate creative content, explore latent spaces, and detect biases in AI-generated output

Prerequisites

No prior experience is presumed.

Outline

Expand All | Collapse All

Understanding Generative AI
  • The Big Picture
    • ML is a subset of AI
    • Deep Learning is a subset of ML
    • GenAI is a subset of Deep Learning
    • Understanding inference, influence, prompt, completion, and feedback
    • Understanding Prompt Engineering
  • Understanding AI Models
    • Foundation Model
    • Generative Models
    • Large Language Models
  • The Mechanism Behind Generation
    • Machine Learning
    • Deep Learning
    • Artificial Neural Networks
    • Training a Model
  • The Balance Between Randomness and Training
  • Hyperparameter Tuning
  • Tokens and Tokenization
  • Hands-on Activity: Latent Space Exploration
  • Tokens and Model Usage Pricing
  • Generative AI options
Real-world Uses of Generative AI
  • Data Analytics using Generative AI
  • Sentiment Analysis using Generative AI
  • Music, Movies, and Art
  • Create with AI Art Tools
  • Game Design and Virtual Worlds
  • 3D Modelling and Prototyping
  • Fashion and Apparel
  • Blogs, Articles, and Scripts
  • Hands-on Activity: Scriptwriting with AI
  • Advertising and Marketing
  • Deepfakes and Their Implications
Ethical Considerations and Limitations of AI
  • Ethical Considerations
    • Authenticity and Misinformation
    • Deepfake detection workshop
    • Bias and Fairness
    • Intellectual Property
    • Consent and Privacy
    • Transparency and Accountability
    • Impact on Employment
    • Environmental Impact
    • Safety and Security
    • Regulation and Governance
    • Public Perception and Trust
    • Hands-on Activity: Bias detection workshop
  • Limitations and Challenges of GenAI
    • Training Needs Data
    • Computational Costs
    • Quality and Realism
    • Detection of AI-Generated Content
Conclusion

Training Materials

All Generative AI training students receive comprehensive courseware.

Software Requirements

All attendees must have a modern web browser and an Internet connection.



Learn faster

Our live, instructor-led lectures are far more effective than pre-recorded classes

Satisfaction guarantee

If your team is not 100% satisfied with your training, we do what's necessary to make it right

Learn online from anywhere

Whether you are at home or in the office, we make learning interactive and engaging

Multiple Payment Options

We accept check, ACH/EFT, major credit cards, and most purchase orders



Recent Training Locations

Alabama

Birmingham

Huntsville

Montgomery

Alaska

Anchorage

Arizona

Phoenix

Tucson

Arkansas

Fayetteville

Little Rock

California

Los Angeles

Oakland

Orange County

Sacramento

San Diego

San Francisco

San Jose

Colorado

Boulder

Colorado Springs

Denver

Connecticut

Hartford

DC

Washington

Florida

Fort Lauderdale

Jacksonville

Miami

Orlando

Tampa

Georgia

Atlanta

Augusta

Savannah

Hawaii

Honolulu

Idaho

Boise

Illinois

Chicago

Indiana

Indianapolis

Iowa

Cedar Rapids

Des Moines

Kansas

Wichita

Kentucky

Lexington

Louisville

Louisiana

New Orleans

Maine

Portland

Maryland

Annapolis

Baltimore

Frederick

Hagerstown

Massachusetts

Boston

Cambridge

Springfield

Michigan

Ann Arbor

Detroit

Grand Rapids

Minnesota

Minneapolis

Saint Paul

Mississippi

Jackson

Missouri

Kansas City

St. Louis

Nebraska

Lincoln

Omaha

Nevada

Las Vegas

Reno

New Jersey

Princeton

New Mexico

Albuquerque

New York

Albany

Buffalo

New York City

White Plains

North Carolina

Charlotte

Durham

Raleigh

Ohio

Akron

Canton

Cincinnati

Cleveland

Columbus

Dayton

Oklahoma

Oklahoma City

Tulsa

Oregon

Portland

Pennsylvania

Philadelphia

Pittsburgh

Rhode Island

Providence

South Carolina

Charleston

Columbia

Greenville

Tennessee

Knoxville

Memphis

Nashville

Texas

Austin

Dallas

El Paso

Houston

San Antonio

Utah

Salt Lake City

Virginia

Alexandria

Arlington

Norfolk

Richmond

Washington

Seattle

Tacoma

West Virginia

Charleston

Wisconsin

Madison

Milwaukee

Alberta

Calgary

Edmonton

British Columbia

Vancouver

Manitoba

Winnipeg

Nova Scotia

Halifax

Ontario

Ottawa

Toronto

Quebec

Montreal

Puerto Rico

San Juan