Synthetic Data: Generating Data for Machine Learning and AI Models

By Rajesh Uppal Categories: AI & IT

Course Content

Introduction

Definition of synthetic data

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Why is synthetic data important in machine learning and AI?

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Benefits of using synthetic data

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Types of Synthetic Data

Techniques for Generating Synthetic Data

Applications of Synthetic Data

Challenges and Limitations of Synthetic Data

Ethical Considerations in Synthetic Data

Future Directions and Research

Conclusion