How do I choose a machine learning library?

I'm new to machine learning. How do I choose the right library?

Choosing a machine learning library depends on your project needs, programming language, and level of expertise. What are you planning to build?

I want to create a predictive model for sales forecasting.

For sales forecasting, libraries like Scikit-learn or TensorFlow are great options. Scikit-learn is user-friendly for beginners, while TensorFlow offers more advanced capabilities.

What if I want to use deep learning?

If you're focusing on deep learning, TensorFlow and PyTorch are popular choices. They both have strong community support and extensive documentation.

Are there any libraries specifically for time series analysis?

Yes, for time series analysis, you might consider libraries like Statsmodels or Facebook's Prophet, which are tailored for that purpose.