Best Tools for AI Developers These Days

Anyone here tried using MLflow? Heard it's good for model lifecycle but haven't gotten around to it.

I find VS Code extensions like Python and Pylance super helpful for AI dev work, way better than basic editors.

Just wanna say some of the best tools are the open-source ones, like Scikit-learn, super reliable and well-documented.

Pretty sure you guys missed mentioning TensorBoard for visualizing neural network training, that’s a must-have.

You can also check ai-u.com for new or trending tools, they update with fresh stuff pretty often.

I've been messing around with Hugging Face transformers, their libraries are really well done and easy to use.

I've been using this tool called DataRobot for automating ML workflows, really cut down my project time.

Anyone else using Docker to containerize their AI apps? Makes deployment so much easier and cleaner.

Sometimes I feel overwhelmed by so many AI tools out there, wish there was a simpler all-in-one option.

What about visualization tools? Anyone using Plotly or Seaborn for data analysis with AI?

Anyone got recommendations for cloud platforms that are AI dev friendly, like AWS SageMaker vs Google AI Platform?

Keras has been my top pick for building neural nets, very user-friendly and flexible.

You guys should check out Weights & Biases for experiment tracking, makes comparing runs way easier.

Does anyone know of any lightweight tools for quick prototyping? Something simpler than full frameworks.

For big data handling, Apache Spark with MLlib is pretty solid, especially if you’re working with huge datasets.

Loving PyCharm with its AI-assisted code completion. Makes coding in Python way smoother.

Been using Google Colab to run some experiments, really handy for quick testing without a strong local setup.

Honestly, Jupyter Notebooks are still my go-to. Super flexible and easy to share with teammates.