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[P] Demo: Automated Machine Learning (AutoML) in Excel with xlmachine Add-In

[P] Demo: Automated Machine Learning (AutoML) in Excel with xlmachine Add-In

YouTube Video Demo:

https://youtu.be/wAo55eEqDxQ

Hello everyone! A while back I made a post in r/MachineLearning asking if anyone would like a Machine Learning Add-In for Excel. Some people showed interest, so here we are, a demo of the project. Please see the above link for YouTube video of the demo.

Features of the xlmachine AutoML Add-In:

  1. Full-pipeline AutoML including feature engineering/model selection/hyperparameter optimization
  2. Use data right in Excel for training and prediction
  3. Supports both classification and regression
  4. No coding
  5. Training and prediction in cloud
  6. Affordable (~$1/hour)

Potential Upgrades:

  1. Visibility of models/pipelines
  2. Visual EDA related features (e.g. plots)
  3. Easy stopping

What do you guys think? If this might be useful to you, please sign up for a free trial at our website:

https://xlmachine.app

submitted by /u/DomLiu
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.