Tag: artificial-intelligence
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AutomatedMLPack: A Python Package for End-to-End Automated Machine Learning
AutomatedMLPack is a Python package designed for streamlined automated machine learning workflows, enabling efficient data ingestion, model training, and evaluation through a command-line interface. It supports classification and regression tasks, offers flexible feature selection, and provides visualizations and evaluation reports, significantly enhancing productivity in machine learning projects.
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Building Scalable ML Applications: A Practical Approach
The project involved developing a comprehensive machine learning pipeline for classification and regression tasks, culminating in a Flask-based web application deployed on Azure. It features automated deployment via GitHub Actions, ensuring a user-friendly interface for real-time predictions. Key achievements include a modular pipeline and seamless integration, enhancing accessibility in ML applications.
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