Why Do Some Machine Learning Models Fail?

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Big Data LDN

32:50

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00 trailer.mp4

05:50

Why Do Some Machine Learning Models Fail.mp4

27:00

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Big Data LDN 2019 | Why Do Some Machine Learning Models Fail? | Rafael Garcia-Dias

What You'll Learn?

Most Machine Learning (ML) talks present beautiful cases of success, but, in reality, ML models often fail to deliver the desired performance. It is not uncommon to see developers blaming certain ML models and even providing blacklists of ML models. In this talk, Rafael Garcia-Dias will provide some tips on choosing ML models and guide them through the path of finding a good solution. Rafael will also present two of his recent works that use machine learning in astrophysics and in neuroscience.

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Machine Learning

Artificial Intelligence

Big Data LDN

Instructor's Courses

Big Data LDN (London) is a free to attend conference and exhibition, hosting leading data and analytics experts who are ready to equip you with the tools you need to deliver your most effective data-driven strategy. Discuss your business requirements with 130 leading technology vendors and consultants, hear from 150 expert speakers in 9 technical and business-led conference theaters, and network with thousands of fellow data experts.

Pluralsight

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Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.