Generative vs Discriminative AI Models
In this video, we discuss two crucial machine learning concepts: Discriminative Models and Conditional Generative Models. We break down the differences and applications of each model type, providing a clear explanation suited for both beginners and advanced learners.
Discriminative Models in AI: Discover how these models predict class labels based on input features by learning the conditional probability P(y∣x).
Conditional Generative Models in AI: Learn how these models generate new data samples conditioned on specific labels by understanding P(x∣y).
Two of my videos featuring generative models are listed below:
Generative diffusion models: https://youtu.be/6RVSPxYJVqw
Generative adversarial networks: https://youtu.be/KQM6nuNsyhA
💬 Got questions or feedback? Leave a comment below – we love to hear from our viewers!
Dr. Shahriar Hossain
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Here are my machine learning/data science workshop videos for professionals:
https://www.youtube.com/playlist?list=PLJXHwy-4vGRbLixeEJ8dQsOAeVZdBAFUz
Here is my machine learning/data science course:
https://www.youtube.com/playlist?list=PLJXHwy-4vGRZauaA3D6pCS5drNfuMMSt5
In this video, we discuss two crucial machine learning concepts: Discriminative Models and Conditional Generative Models. We break down the differences and applications of each model type, providing a clear explanation suited for both beginners and advanced learners.
Discriminative Models in AI: Discover how these models predict class labels based on input features by learning the conditional probability P(y∣x).
Conditional Generative Models in AI: Learn how these models generate new data samples conditioned on specific labels by understanding P(x∣y).
Two of my videos featuring generative models are listed below:
Generative diffusion models: https://youtu.be/6RVSPxYJVqw
Generative adversarial networks: https://youtu.be/KQM6nuNsyhA
💬 Got questions or feedback? Leave a comment below – we love to hear from our viewers!
Dr. Shahriar Hossain
—————————–
Here are my machine learning/data science workshop videos for professionals:
https://www.youtube.com/playlist?list=PLJXHwy-4vGRbLixeEJ8dQsOAeVZdBAFUz
Here is my machine learning/data science course:
https://www.youtube.com/playlist?list=PLJXHwy-4vGRZauaA3D6pCS5drNfuMMSt5
