Vanlearning: A Machine Learning SaaS Application for People Without Programming Backgrounds

April 03, 2018 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Chaochen Wu arXiv ID 1804.01382 Category cs.HC: Human-Computer Interaction Cross-listed cs.LG, stat.ML Citations 0 Venue arXiv.org Last Checked 5 months ago
Abstract
Although we have tons of machine learning tools to analyze data, most of them require users have some programming backgrounds. Here we introduce a SaaS application which allows users analyze their data without any coding and even without any knowledge of machine learning. Users can upload, train, predict and download their data by simply clicks their mouses. Our system uses data pre-processor and validator to relieve the computational cost of our server. The simple architecture of Vanlearning helps developers can easily maintain and extend it.
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