WA3407

Introduction to Generative AI Training

Web Age's Generative AI course teaches the core concepts and components that power Generative AI. Students explore real-world applications and understand the challenges and ethical considerations this technology may present. This course also covers machine learning and effective prompting techniques.

This Generative AI (GenAI) course gives students a thorough understanding of this powerful technology through hands-on practice.

Course Details

Duration

1 day

Skills Gained

  • 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
Course Outline
  • 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
      • Hands-on Activity: 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
    • Hands-on Activity: Data Analytics using Generative AI
    • Hands-on Activity: Sentiment Analysis using Generative AI
    • Music, Movies, and Art
    • Hands-on Activity: 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
      • Hands-on Activity: 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
Upcoming Course Dates
USD $875
Online Virtual Class
Guaranteed to Run
Date: Oct 14, 2024
Time: 10 AM - 6 PM ET
USD $875
Online Virtual Class
Scheduled
Date: Dec 9, 2024
Time: 10 AM - 6 PM ET
USD $875
Online Virtual Class
Scheduled
Date: Jan 27, 2025
Time: 10 AM - 6 PM ET
USD $875
Online Virtual Class
Scheduled
Date: Mar 10, 2025
Time: 10 AM - 6 PM ET
USD $875
Online Virtual Class
Scheduled
Date: Apr 21, 2025
Time: 10 AM - 6 PM ET
USD $875
Online Virtual Class
Scheduled
Date: Jun 9, 2025
Time: 10 AM - 6 PM ET