Auto ML & Mosaic

Empower AI operations for seamless automation and enhanced decision-making

Harnesses the power of Mosaic AI and AutoML to automate machine learning tasks such as classification, regression, and forecasting. Leveraging Mosaic AI’s pre-trained models and AutoML’s automated pipeline, we minimize manual work and enhance efficiency in AI-assisted tasks.

What can we do for you?

Code Generation

Enhance the capabilities of AI-assisted code generation with foundation models in Databricks Mosaic AI, facilitating effortless complex code structures creation for custom gen AI applications.

Text Summarization

Develop custom chatbots and private chat interfaces with ease using foundation models like DBRX and LLAMA2 in Databricks Mosaic AI for text summarization tasks.

Custom Chat Bot

Tailor chatbots to specific business needs by leveraging Vector Search against the business knowledge base and user questions, with responses formatted using foundation models.

Forecasting

Accurately forecast demand with Mosaic AI's AutoML, automatically selecting and tuning time series forecasting models to generate highly accurate future demand forecasts based on historical sales data and factors.

Maximize accuracy and control in AI and ML workflows across every domain with zeb

Simplify machine learning tasks like classification, regression, and forecasting by automating the entire pipeline, from data prep to model selection.
Enhance model explainability and customization with transparent notebooks that provide visibility into the training process.
Ensure robust model performance by leveraging best practices such as training/testing splits and feature normalization.
Easily fine-tune pre-trained models from Hugging Face for tasks like reporting and chatbots, improving efficiency.
Seamlessly integrate with state-of-the-art models, providing easy-to-use endpoints for interaction with various model types.

AutoML & Mosaic