The Resource Introduction to machine learning and its application in chemistry, Nikolas Fechner, (streaming video)

Introduction to machine learning and its application in chemistry, Nikolas Fechner, (streaming video)

Label
Introduction to machine learning and its application in chemistry
Title
Introduction to machine learning and its application in chemistry
Statement of responsibility
Nikolas Fechner
Creator
Contributor
Subject
Language
eng
Member of
Characteristic
videorecording
http://library.link/vocab/creatorName
Fechner, Nickolas
http://library.link/vocab/relatedWorkOrContributorName
Henry Stewart Talks (Firm)
Series statement
Introduction to Cheminformatics
http://library.link/vocab/subjectName
  • Cheminformatics
  • Machine learning
  • QSAR (Biochemistry)
Label
Introduction to machine learning and its application in chemistry, Nikolas Fechner, (streaming video)
Instantiates
Publication
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Configuration of playback channels
monaural
Content category
two-dimensional moving image
Content type code
  • tdi
Content type MARC source
rdacontent
Contents
Contents: Data representation in machine learning -- Learning success models -- Overfitting -- Complexity control by design -- Supervised & Unsupervised machine learning -- Quantitative Structure-Activity Relationship (QSAR) -- Molecular descriptors -- A descriptor based QSAR model -- Choosing a learning objective -- Machine learning evaluation -- Clustering -- Distribution estimation -- Virtual screening (VS) -- VS performance estimation
Control code
HST2845_1_2
Dimensions
unknown
Extent
1 streaming video file (44 min.)
File format
one file format
Form of item
electronic
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Medium for sound
other
Other physical details
digital, mono., SWF file, sd., col.
Sound
sound
Sound on medium or separate
sound on medium
Specific material designation
  • remote
  • other
System details
System requirements: Operating System: PC Windows 2000+, Mac OSX+ 3.2. Browser Compatibility: IE6+, Firefox 2+, Opera 9+, Safari 2+ 3.3. Browser settings: enable JavaScript, enable popups from the Henry Stewart Talks site. 3.4. Required Browser Plugins & Viewers: Adobe (Macromedia) Flash Player 7+, Adobe Acrobat Reader 6.0+
Video recording format
other
Label
Introduction to machine learning and its application in chemistry, Nikolas Fechner, (streaming video)
Publication
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Configuration of playback channels
monaural
Content category
two-dimensional moving image
Content type code
  • tdi
Content type MARC source
rdacontent
Contents
Contents: Data representation in machine learning -- Learning success models -- Overfitting -- Complexity control by design -- Supervised & Unsupervised machine learning -- Quantitative Structure-Activity Relationship (QSAR) -- Molecular descriptors -- A descriptor based QSAR model -- Choosing a learning objective -- Machine learning evaluation -- Clustering -- Distribution estimation -- Virtual screening (VS) -- VS performance estimation
Control code
HST2845_1_2
Dimensions
unknown
Extent
1 streaming video file (44 min.)
File format
one file format
Form of item
electronic
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Medium for sound
other
Other physical details
digital, mono., SWF file, sd., col.
Sound
sound
Sound on medium or separate
sound on medium
Specific material designation
  • remote
  • other
System details
System requirements: Operating System: PC Windows 2000+, Mac OSX+ 3.2. Browser Compatibility: IE6+, Firefox 2+, Opera 9+, Safari 2+ 3.3. Browser settings: enable JavaScript, enable popups from the Henry Stewart Talks site. 3.4. Required Browser Plugins & Viewers: Adobe (Macromedia) Flash Player 7+, Adobe Acrobat Reader 6.0+
Video recording format
other

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