Page 1 of top 682 OER material results
Inspect A discussion about ML
http://hydro.ijs.si/v001/52/kkdcku4sgycwzxge5wwcvssrs5ioqe7t.mp4
Language:en Provider:Videolectures.NET
Inspect PANEL: Experiences in research, teaching, and applications of ML
http://hydro.ijs.si/v001/21/egtdgchisqpe2vwi6coudlqimierznik.mp4
Language:en Provider:Videolectures.NET
Inspect Algorithmic Aspects of Machine Learning
https://ocw.mit.edu/courses/mathematics/18-409-algorithmic-aspects-of-machine-learning-spring-2015/lecture-notes/MIT18_409S15_intro.pdf

This course is organized around algorithmic issues that arise in machine learning. Modern machine learning systems are often built on top of algorithms that do not have provable guarantees, and it is the subject of debate when and why they work. ...

Language:en Provider:MIT OpenCourseWare
Inspect Introduction to Machine Learning
http://hydro.ijs.si/v00c/26/eztkahcmlif63hzvi356hxh2dat5xk6x.pdf

Over the past few decades, the field of Machine Learning has matured significantly, drawing ideas from several disciplines including Statistics, Optimization, and Artificial Intelligence. Applications of Machine Learning have led to important advances in a wide variety of domains ranging from Internet applications to scientific problems. ...

Language:en Provider:Videolectures.NET
Inspect Bridging the gap between domain experts and machine learning
http://hydro.ijs.si/v013/d2/2i7cmpxwt6qavrvfpjpal3xcnuperw5n.mp4
Language:en Provider:Videolectures.NET
Inspect Introduction and General Problem Statement
http://hydro.ijs.si/v005/aa/vkfvobzijwpg3abv4uacf6imcysgf4xn.mp4

Most machine learning (ML) algorithms rely fundamentally on concepts of numerical mathematics. Standard reductions to black-box computational primitives do not usually meet real-world demands and have to be modified at all levels. ...

Language:en Provider:Videolectures.NET
Inspect Machine Learning with Knowledge Graphs
http://hydro.ijs.si/v00f/57/k5ym2dyddzzp6q5klurdnrkwtam65fzr.pdf

Most successful applications of statistical machine learning focus on response learning or signal-reaction learning where an output is produced as a direct response to an input. An important feature is a quick response time, the basis for, e. ...

Language:en Provider:Videolectures.NET
Inspect Better Machine Learning Through Data
http://hydro.ijs.si/v013/82/qke5is7je7iqiwyskeorwe7lbtzxfama.mp4

Machine learning is the product of both an algorithm and data. While machine learning research tends to focus on algorithmic advances, taking the data as given, machine learning practice is quite the opposite. ...

Language:en Provider:Videolectures.NET
Inspect Relations Betweeen Machine Learning Problems
http://hydro.ijs.si/v00b/87/q63g3uby77qjjcn5kaldipausscy7yoj.mp4
Language:en Provider:Videolectures.NET
Inspect Opening of the First International Workshop on LEarning and data Mining for Robotics (LEMIR 2009)
http://hydro.ijs.si/v006/05/avn23jrmv37diwjdjko25ujlrlllcnjv.mp4
Language:en Provider:Videolectures.NET