Introduction to generative AI training
- Created by 5GWORLDPRO
- Last updated 05/2023
- 51,789 students enrolled
VIRTUAL CLASSROOM TRAINING
CLASSROOM TRAINING
RECORDED TRAINING
This course includes:
- 4 hours on-demand video
- Downloadable resources
- Full lifetime access
- Access on mobile and TV
- Certificate of Completion
Learning Path
- Defining Generative AI and its impact
- Historical development and advancements
- The role of neural networks and language models
- Understanding loss functions
- Importance of diverse training datasets
- Introduction to Generative Adversarial Networks (GANs)
- Overview of Variational Autoencoders (VAEs)
- Exploration of diffusion models
- Insight into transformer models
- Examination of additional generative approaches
- Strategies for dataset selection and model development
- Techniques in dimensionality reduction
- Understanding latent space and its significance
- Approaches to sampling and evaluation
- Assessing model performance and accuracy
- Broad overview of use cases
- nnovations in content creation
- Utilization in synthetic data generation
- Enhancements in personalization and recommendations
- Applications in customer service improvement
- Addressing legal and ethical challenges
- Ensuring fairness and mitigating bias
- Privacy and data protection considerations
- Managing intellectual property and copyright issues
- Understanding the impact of deep fakes and misinformation
- Overview of AI-related legislation and regulations
Overview
Embark on a journey into the world of Generative AI with this course, tailored to provide a solid
foundation in understanding the principles, technologies, and algorithms that define this innovative
branch of Artificial Intelligence. Discover how Generative AI is transforming industries by exploring its
core concepts and practical applications.
Who is the course for?
No specific prequisite
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