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In machine learning, often a tradeoff must be made between accuracy and intelligibility: the most accurate models usually are not very intelligible (e.g., random forests, boosted trees, and neural nets), and the most intelligible models usually are less accurate (e.g., linear or logistic regression). This tradeoff often limits the accuracy of models that can be applied in mission-critical applications such as healthcare where being able to understand, validate, edit, and trust a learned model is

Intelligible Machine Learning Models for Health Care Richard Caruana

⏲ 38 min 77 sec ✓ 25-Apr-2015

Machine Learning Department at CMU

Artificial Intelligence at Carnegie Mellon University

⏲ 2 minutes 17 seconds 👁 4.1K

chuniphil

I Dropped Computer Science at CMU: Here's Why

⏲ 11 minutes 26 seconds 👁 163.9K

The magnetic fields are more than a thousand times stronger than the magnetic field used in MRI machines.

Could Black Hole-Sized Magnetic Fields Be Created on Earth?

⏲ 1:27 👁 2.6M

Lex Clips

Advice for getting a PhD in robotics | Boris Sofman and Lex Fridman

⏲ 7 minutes 52 seconds 👁 13.4K

being eugenie

CS PhD application & planning: How I got into everywhere (MIT, Berkeley, etc.)

⏲ 13 minutes 53 seconds 👁 17.1K

Mercedes-AMG E 53 HYBRID 4MATIC+ Estate Interior Design

⏲ 2:3 👁 18.2M

Lex Clips

Advice for graduate students in AI | Andrej Karpathy and Lex Fridman

⏲ 4 minutes 14 seconds 👁 11K

battou

Worst PhD defense ever.

⏲ 4 minutes 43 seconds 👁 65.3K

Dr. Lucio Soibelman,nProfessor, Carnegie Mellon UniversitynDepartment of Civil and Environmental Engineeringn nWhen: Friday, Sep 17,12:00 -1pmnWhere: Mason 142An nAbstractnIt is certainly no surprise that construction and operations of infrastructure systems require a huge amount of information from specifications, plans, construction documents, inventory management, cost estimating, and scheduling, for the construction phase and maintenance records, inspections and sensor data from the oper

Dr. Lucio Soibelman: Data Management, Visualization, and Knowledge Discovery for Advanced Infrastructure Systems

⏲ 32 min 48 sec ✓ 16-Dec-2010

Boris Meinardus

How I’d learn ML in 2024 (if I could start over)

⏲ 7 minutes 5 seconds 👁 366.5K

Lex Clips

Advice for machine learning beginners | Andrej Karpathy and Lex Fridman

⏲ 5 minutes 48 seconds 👁 390.8K

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