Building your first generative AI model

Building your first generative AI model

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Building your first generative AI model
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Learn how to build your first generative AI model in this in-depth video.

Welcome to Generative AI Explorer, your one-stop guide to everything Data Science, Machine Learning, and Artificial Intelligence. Today, we’ll embark on an exciting journey to build your first Generative AI model. We’ll demystify the process and take you from understanding the basics of AI modeling to creating, testing, and deploying your own Generative AI model. This hands-on knowledge opens up a world of possibilities and applications in the AI field….

In this video we discuss:
– Introduction to Generative AI Modeling
– Understand the basics of AI modeling
– Steps to create a generative AI model
– Testing your generative AI model
– Using your generative AI model
– Conclusion and next steps

Key points discussed:
• Definition of Generative AI
• Importance of Generative AI
• Practical applications
• Introduction to AI Modeling
• Types of AI models
• Focus on generative models
• Video overview
• Basics of AI modeling
• Components of an AI model
• Training data
• Model architecture
• Model training
• Model evaluation
• Overfitting and underfitting
• Choosing the model architecture
• Collecting and preparing the training data
• Training the model
• Evaluate the model
• Refine the model
• Save and load the model
• Potential challenges
• Importance of testing
• Set up test data
• Perform the test
• Evaluation of the results
• Interpretation of the results
• Fine-tuning based on results
• Retest
• Real world applications
• Generate new data
• Integration with applications
• Monitoring model performance
• Update the model
• Ethical considerations
• Future trends
• Summary of the video
• Importance of exercise
• Explore advanced concepts
• Apply the knowledge
• Continuous learning experience
• Community involvement
• Thank you

Don't miss this illuminating exploration of AI technology!

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