2024
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Category
Client's Name
Country / Region
A unified dashboard for data scientists to manage tasks such as data preprocessing, feature engineering, and hyperparameter tuning for creating and fine-tuning machine learning and deep learning models. This innovative tool would revolutionize workflows by minimizing the need to switch between different tools, thereby helping to identify the best-fit models more efficiently.
This dashboard integrates creative AI, allowing users to utilize the application as a chatbot for generating information. It employs a stable LLM and integrates relevant data for training, testing, and validation.
Such a dashboard would combine various models and tools, providing a single interface for exploratory data analysis (EDA), model training, and prediction. This would not only enhance productivity but also improve collaboration among data scientists.
The dashboard, built using React, Django (Python), and PostgreSQL, would seamlessly integrate AI models and feature:
Easy deployment of regression and classification models.
Provision of training, validation, and test data.
Model integration with booting technology.
User-defined hyperparameter tuning.
Exploratory Data Analysis (EDA) for images, numerical, and categorical data.
User-friendly predictive AI features.
Creative AI, including provisions for a chatbot to interact with Rally test management data.
PDF comparison, enabling users to upload and visually compare large PDF files.
Image comparison, allowing users to compare two images and identify differences.
Credits
Entrant
Anna Izmailova
Category
Innovation in Services and Solutions - Sustainability & EnvironmentÂ
Country / Region
Serbia
Entrant
Ningbo PEACEBIRD Fashion Clothing Co., Ltd.
Category
Innovation in Design - Fashion, Apparel and Garmet Design
Country / Region
China
Entrant
MIBO
Category
Innovation in Design - Cultural Design
Country / Region
China
Entrant
Mengmeng Chen & Xuefei Wang
Category
Innovation in Design - User Experience Design
Country / Region
United States