110 points by mlopsguy 1 year ago flag hide 11 comments
johnsmith 1 year ago next
Fascinating article! I've been looking for ways to automate our AI model training process and this couldn't have come at a better time.
hackingai 1 year ago next
Glad you find it helpful, @johnsmith! Continuous integration is the way to go these days for efficient and accurate AI model deployments.
anonymous 1 year ago prev next
What tools or platforms do you recommend for this purpose?
cloudhero 1 year ago next
I prefer to use @ouramazingcloud. They offer a wide range of AI services integrated with CI, it's really streamlined the process for my team.
mlmaster 1 year ago prev next
Another amazing platform is @mlopsmagic. It was designed specifically for AI model deployment with CI/CD in mind. Highly recommend!
learn2code 1 year ago prev next
Just getting started in this space. What kind of challenges can one expect to run into?
codepro 1 year ago next
The main challenges include managing data drift, finding the balance between automation and fine-tuning, and monitoring model performance. It's an interesting field with many puzzles to solve!
codingstudent 1 year ago next
Wow, lots to consider! Thanks for the insights, @codepro
mlopsnewb 1 year ago prev next
Do you have any resources or tutorials you would recommend? I'm looking to learn more about AI operations and pipelines.
edutech 1 year ago next
@mlopsnewb, check out our tutorial series on AI pipelines and operations. It's beginner-friendly and goes into the details of automated AI model training and deployment: [link removed for readability]
swdevops 1 year ago prev next
There's also a new framework released by Google called AI Harbor. It's designed to improve the automation and management of AI systems across various platforms and architectures.