Generative AI for Synthetic Data Modelling with Python SDV
Generating Synthetic Data with GenAI tools and Python: Techniques, Model Selection, and Real-World Applications
3.75 (14 reviews)
1 601
students
2.5 hours
content
Jun 2024
last update
$13.99
regular price
What you will learn
Master Python techniques for synthetic data generation with SDV.
Understand the importance and applications of synthetic data.
Generate high-quality synthetic data using GANs and VAEs.
Preprocess real-world data for effective synthetic data modeling.
Select and implement the best models for synthetic data generation.
Evaluate synthetic data quality with SDMetrics.
Ensure data privacy and integrity in synthetic data generation.
Apply synthetic data techniques to healthcare, finance, and retail.
Handle complex datasets with advanced synthetic data techniques.
Explore future trends and technologies in synthetic data generation.
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6009412
udemy ID
05/06/2024
course created date
27/06/2024
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