Generative AI Masterclass
Learn with Himadri Sengupta
7 modules
Lifetime access
Unlock the creative potential of Generative AI
Overview
In this Generative AI Masterclass, you will learn the principles and techniques behind generative artificial intelligence systems. Discover how to train models to generate realistic art, music, text, and more. Dive into the world of deep learning, neural networks, and reinforcement learning, and explore the latest advancements in generative AI. By the end of this course, you will have the skills and knowledge to create your own generative AI applications and push the boundaries of creativity.
Key Highlights
Explore the principles and techniques of generative AI
Train models to generate realistic art, music, and text
Learn about deep learning, neural networks, and reinforcement learning
Discover the latest advancements in generative AI
Create your own generative AI applications and push the boundaries of creativity
What you will learn
Learning Outcome 1
Master the foundations of generative AI and understand its applications
Learning Outcome 2
Learn how to train models to generate realistic and creative outputs
Learning Outcome 3
Explore deep learning techniques for generative AI
Learning Outcome 4
Understand the principles of neural networks and their role in generative AI
Learning Outcome 5
Discover reinforcement learning and its implications in generative AI
Learning Outcome 6
Stay up-to-date with the latest advancements and trends in generative AI
Learning Outcome 7
Apply your knowledge to create your own generative AI applications
Modules
Introduction to Generative AI
3 attachments
Understanding the basics of generative AI
Coming Soon
Exploring various applications of generative AI
Coming Soon
Discussing the importance of generative AI in different industries
Coming Soon
Deep Learning for Generative Models
3 attachments
Deep learning fundamentals for generative models
Coming Soon
Overview of popular generative models like GANs, VAEs, and RBMs
Coming Soon
Training deep neural networks for generating realistic data
Coming Soon
Generative Adversarial Networks (GANs)
3 attachments
Understanding the architecture and components of GANs
Coming Soon
Training and optimizing GAN models
Coming Soon
Exploring different GAN variations and their applications
Coming Soon
Variational Autoencoders (VAEs)
3 attachments
Overview of variational autoencoders and their key concepts
Coming Soon
Implementing and training VAE models
Coming Soon
Generating new data using VAEs and manipulating latent variables
Coming Soon
Recurrent Neural Networks (RNNs) for Generation
3 attachments
Introduction to recurrent neural networks and sequential data generation
Coming Soon
Training RNN models for text and music generation
Coming Soon
Creating sequential generative models with attention mechanisms
Coming Soon
Advanced Topics in Generative AI
3 attachments
Unsupervised learning and unsupervised representation learning
Coming Soon
Generative models for image and video synthesis
Coming Soon
Transfer learning and fine-tuning in generative AI
Coming Soon
Ethical Considerations in Generative AI
3 attachments
Examining the ethical implications of generative AI
Coming Soon
Understanding the risks and challenges associated with generative models
Coming Soon
Discussing strategies for responsible and fair use of generative AI
Coming Soon
FAQs
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Enrolling in a course is simple! Just browse through our website, select the course you're interested in, and click on the "Enrol Now" button. Follow the prompts to complete the enrolment process, and you'll gain immediate access to the course materials.
Can I access the course materials on any device?
Yes, our platform is designed to be accessible on various devices, including computers, laptops, tablets, and smartphones. You can access the course materials anytime, anywhere, as long as you have an internet connection.
How can I access the course materials?
Once you enrol in a course, you will gain access to a dedicated online learning platform. All course materials, including video lessons, lecture notes, and supplementary resources, can be accessed conveniently through the platform at any time.
Can I interact with the instructor during the course?
Absolutely! we are committed to providing an engaging and interactive learning experience. You will have opportunities to interact with them through our community. Take full advantage to enhance your understanding and gain insights directly from the expert.
About the creator
Learn with Himadri Sengupta
Meet Himadri Sengupta, a seasoned AI Trainer and SaaS AI product consultant with an impressive 17 years of experience in the industry. With his expertise in premium product development consultation, Himadri brings a wealth of knowledge and practical technical skills to the table.
Throughout his career, Himadri has mentored and empowered thousands of students and professionals to excel in their AI journey.
Join Himadri Sengupta's mentorship and embark on a transformative learning experience
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