Farrago AI is a user-friendly platform designed to simplify the process of preparing data and building predictive models using AWS SageMaker. With its intuitive graphical user interface, even individuals without a data science background can create predictive models in just seven clicks. For more technically inclined users, Farrago AI provides detailed documentation and clearly articulated steps for all data transformations, ensuring transparency and ease of use. Key Features and Functionality: - Simplified Model Building: Enables users to develop predictive models with minimal effort, requiring only seven clicks to complete the process. - Automated Data Preparation: Offers a range of automated data transformations, allowing users to work with imperfect datasets without extensive manual preprocessing. - Seamless Integration: Connects directly to AWS S3 buckets, ensuring that data remains within the user's environment, enhancing security and compliance. - Comprehensive Documentation: Provides detailed reports and documentation of all data transformations, offering transparency and facilitating understanding for users at all technical levels. Primary Value and Problem Solved: Farrago AI addresses the challenges associated with data preparation and model building in machine learning. By automating complex processes and offering an accessible interface, it empowers organizations to leverage predictive analytics without the need for extensive data science expertise. This not only accelerates the development of machine learning models but also makes predictive analytics more cost-effective and accessible to a broader range of users.