Discover and read the best of Twitter Threads about #SyntheticData
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1/ Day 6 of #AllinAI 🧪 Introducing #SyntheticData - an incredibly powerful tool that's quickly becoming a must-have for AI teams. Synethic data can help companies overcome some of the key issues of AI & data collection, such as privacy, biases, and data scarcity.
2/ 💡 What is Synthetic Data? It's artificially generated data that mimics the characteristics of real-world data. It's created using algorithms, simulations, and generative models like GANs (which pit AI vs. AI to create and authenticate "fake" data).
3/ 📈 Why companies should consider Synthetic Data in their AI stack:
1. Reduces data privacy concerns
2. Helps overcome data scarcity
3. Enhances dataset diversity
4. Reduces biases in data
5. Facilitates edge cases testing
6. Speeds up model development
1. Reduces data privacy concerns
2. Helps overcome data scarcity
3. Enhances dataset diversity
4. Reduces biases in data
5. Facilitates edge cases testing
6. Speeds up model development
