AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
2min snip
128: The Possibilities Are Endless for Synthetic Data with Alex Watson of Gretel.ai
The Data Stack Show
Choosing the Right Machine Learning Model for Different Use Cases
Choosing the right machine learning model depends on the specific use case. For high accuracy, deep learning generative models are recommended, while GANs offer faster training but lower accuracy. For large-scale data generation, statistical models based on copulas are suggested. The choice of model should be based on the trade-off between accuracy and training speed, as well as the scale of data generation required.
00:00
Transcript
Episode notes
Get the Snipd
podcast app
Unlock the knowledge in podcasts with the podcast player of the future.
AI-powered
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode
Save any
moment
Hear something you like? Tap your headphones to save it with AI-generated key takeaways
Share
& Export
Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more
AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode