What is Generative AI?

Module 1: Introduction to Generative AI

Gain a broad understanding of Generative AI, its history, and how it differs from traditional AI models. Explore its potential to create and innovate across diverse industries.

Module 2: Generative Adversarial Networks (GANs)

Delve into GANs, a leading technology in generative AI. Learn how GANs work through adversarial training and explore their applications in creating high-quality synthetic data.

Module 3: Variational Autoencoders (VAEs)

Discover the fundamentals of VAEs, including their architecture and functionality. Understand how VAEs can be used to generate realistic images and other data.

Module 4: Autoregressive Models

Explore autoregressive models, such as GPT and PixelRNN, and learn how they generate sequences of data, including text and images, by predicting the next data point in a series.

Module 5: Applications of Generative AI

Examine the wide array of real-world applications for Generative AI, from image and video synthesis to drug discovery, music composition, and creative design.

Module 6: Ethical Considerations and Challenges

Address the ethical implications of Generative AI, including the risks of misuse, biases in generated data, intellectual property concerns, and the responsibility of AI practitioners in shaping its future.

Module 7: Future Directions and Innovations

Stay ahead of the curve by exploring emerging trends and potential innovations in Generative AI. Understand how this technology might evolve and its long-term impact on various sectors.

Module 8: Practical Implementation and Hands-on Projects

Gain practical experience with Generative AI by engaging in hands-on projects. Learn how to build and implement your own generative models using popular tools and frameworks.

OHSC Certificate of Completion - Digital certificate

Digital certificate - Included.

CPD Standards Office Accredited Certificate of Completion - Digital certificate

Digital certificate - £9.99

CPD Standards Office Accredited Certificate of Completion - Hard copy certificate

Hard copy certificate - £49.99

Note: A nominal fee of £9.99 covers the delivery charge within the United Kingdom and a nominal fee of £19.99 covers the delivery charge outside the United Kingdom.

Completion of this course equips you with the skills and knowledge to leverage Generative AI in a range of industries. Possible career paths include:

• AI Developer: Focus on building and improving generative models for innovative applications.
• Data Scientist: Implement generative techniques to generate synthetic data or solve complex analytical problems.
• Creative Technologist: Use Generative AI to develop creative content in media, entertainment, or design.
• Research Scientist: Contribute to advancing the field of Generative AI through cutting-edge research and development.

Whether you aim to pursue a role in technology, creativity, or research, this course opens exciting opportunities in the evolving landscape of AI-driven innovation.