AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
9min chapter
Automate all the UIs! (Practical AI #239)
Changelog Master Feed
Overcoming Challenges in Building an AI-Driven Product
This chapter explores the obstacles faced in developing a product driven by AI and machine learning, including outdated and unsupported models, making experiments visible, managing and increasing data, structuring code, exchanging data, labeling data, and building a labeling tool. It also offers practical advice on getting started in AI and machine learning, such as using tools like Hugging Face and PyTorch Lightning, implementing a version control system for data, and fostering collaboration between machine learning researchers and software engineers.
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