Overall Satisfaction with IBM Watson Studio (formerly IBM Data Science Experience)
I am using IBM Watson studio for my personal interest. Since it is not involved a lot of programming, I am creating my own website with a chatbot whereas the chatbot will be answering about my research and carrier. I am using the IBM Watson Studio for analyzing the visual data.
- No programming skills.
- Well structured.
- Proper instructions.
- Takes time to integrate Watson.
- High switching costs.
- IBM Watson studio desktop.
- Ease of deployment.
- The cost of ownership is high for a personal use.
- It's very convenient for quick hit applications.
IBM offers a deep neural network training workflow, with a flow editor interface similar to the one used in Azure ML Studio. However, the custom build modeling in IBM has notebooks such as Jupiter to program models manually using popular frameworks like TensorFlow, sci-kit-learn, PyTorch, XGboost, PMML, and IBM SPSS.