9pm – 10pm: No code AI/ML Platform
Director of Product Engg, ValueMomentum
No code AI/ML platform allows the formation of data analytics with the use of images along with dragging and dropping features. The platform has support for connecting to datasources, data lakes, data warehouses, databases, and social media. enabling the user to share the access of data with anyone in need. Needed functions and attributes can be added to the model and the application without any code. The data can be uploaded, validated, cleansed, and used for training, validation, and testing the model. Prediction of the data and the refinement of the model with new scenarios can be handled in the platform. NLP based analysis can be performed. Different opensource machine learning models can be supported with different inbuilt datasets. Dashboards can be created based on the input data. REST support for the platform API helps in easy integration with different apps. Content types supported are audio,video, image, text, and other file formats. Models to support image classification, audio analysis, body movements are in built in the platform through model support. Forward looking predictive models are created. Semantic segmentation, object detection, motion capture, and other computer vision models are supported in the platform. Annotation tools are part of the AI/ML platform. Multiple models can be executed on the input data and analysis can be done on different models. Data can be edited and what if analysis can be performed. Model precision analysis can be done through ROC curves and confusion matrices. Workflow is another important feature in the No code AI/ML platform.