AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Only as good as the data
Practical AI: Machine Learning, Data Science, LLM
Evaluating Machine Learning Models with Data Benchmarking
14min Snip
00:00
Summary
Transcript
Episode notes
This chapter focuses on the critical role of data evaluation in machine learning, particularly the necessity of reserving portions of data for model testing. It explores the use of benchmark datasets for refining and assessing model performance, while also considering the unique challenges posed by specific industry tasks. Additionally, the chapter discusses the integration of retrieval augmented generation within generative AI models and the importance of understanding data processes for effective deployment.
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