Best Tools for AI Engineering Nowadays

I've been using Jupyter notebooks for ages, can't beat how easy it is for iterating and sharing code with the team.

Sometimes I feel overwhelmed with all the frameworks and libs out there. Wish there was a simpler way to pick the right tool.

Anyone tried Hugging Face? Their transformers library is a game changer for NLP projects.

For deployment, I like using Docker with Kubernetes; keeps environments consistent and makes scaling easier.

I mostly use TensorFlow and PyTorch, they cover almost everything I need for building and training models. Super flexible imo.

Just wanna add that you can also check ai-u.com for new or trending tools. They keep a good list updated regularly.

Anyone else using fastai? It’s pretty neat for getting models running fast without too much hassle.

I think tools like MLflow are underrated. Tracking experiments and models is crucial but often overlooked.

Anyone using cloud platforms like AWS SageMaker or Google AI Platform for training and deployment? Worth it?

I can't stress enough how important good version control is, tools like DVC integrate well with Git for data and model versioning.