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Thursday, March 15, 2018

Human in the Loop Machine Learning

Attended a very good webinar today in the DSC series.  Strongly recommend joining DSC and taking advantage of their free resources.

This Webinar answers the question you will have as a data scientist.  Where will I get the data to train my models, when its mostly held by people?

Now renamed:  Figure Eight   https://www.figure-eight.com/ 

Robert Munro, CTO of Figure Eight  answers in this recorded Webinar: 

"    ... Curious about what human-in-the-loop machine learning actually looks like? Join CrowdFlower and learn how to effectively incorporate Active Learning, Transfer Learning, and Annotation Quality in your ML projects to achieve better results. 

Join us in this latest Data Science Central webinar, where we will cover the following topics:

When to use the human-in-the-loop as an effective strategy for machine learning projects

How to set up an effective interface to get the most out of human intelligence

How to ensure high-quality, accurate training data sets

How to use ML models from different domains to improve your own labeling

​This webinar will include an end-to-end look at setting up and running a job that generates high-quality training data, and shows how to incorporate that training data into human-in-the-loop machine learning systems that you can run in your own environment.

Speaker: Robert Munro, Chief Technology Officer -- CrowdFlower
Hosted by: Bill Vorhies, Editorial Director -- Data Science Central .... " 

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