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. Let's differentiate generative and discriminative models.
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: • Generative Diffusion M...
Generative adversarial networks: • GAN to Generate Tabula...
💬 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:
• Data Science/Machine L...
Here is my machine learning/data science course:
• Data Science/ML Course

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