Hilary Mason: An Introduction to Machine Learning with Web Data
Once you've accumulated a pile of data through your web application, what do you do with it? In this insightful video course, bit.ly lead scientist Hilary Mason shows you how to solve data analysis problems using basic machine learning techniques and frameworks. You'll follow several examp...
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| Main Author: | |
|---|---|
| Format: | Electronic Video |
| Language: | English |
| Published: |
[Erscheinungsort nicht ermittelbar]
O'Reilly Media, Inc.
2011
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| Edition: | 1st edition. |
| Subjects: | |
| Links: | https://learning.oreilly.com/library/view/-/9781449309510/?ar |
| Summary: | Once you've accumulated a pile of data through your web application, what do you do with it? In this insightful video course, bit.ly lead scientist Hilary Mason shows you how to solve data analysis problems using basic machine learning techniques and frameworks. You'll follow several examples through the entire process-from obtaining, cleaning, and exploring data to building a model and interpreting the results. Examine several real-world analysis solutions, including supervised learning and classification, unsupervised learning and clustering, and building common machine learning applications such as recommendation systems. If you're a developer interested in the math and processes necessary to apply machine learning techniques to web data, this video course is for you. Intended Audience: This class is intended for developers who are interested in an introduction to the math and processes to apply machine learning techniques to web data. |
| Item Description: | Online resource; Title from title screen (viewed May 19, 2011) |
| Physical Description: | 1 Online-Ressource (1 video file, aSeitenSeitenroximately 2 hr., 43 min.) |
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| spelling | Mason, Hilary VerfasserIn aut Hilary Mason An Introduction to Machine Learning with Web Data Mason, Hilary 1st edition. [Erscheinungsort nicht ermittelbar] O'Reilly Media, Inc. 2011 1 Online-Ressource (1 video file, aSeitenSeitenroximately 2 hr., 43 min.) zweidimensionales bewegtes Bild tdi rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Online resource; Title from title screen (viewed May 19, 2011) Once you've accumulated a pile of data through your web application, what do you do with it? In this insightful video course, bit.ly lead scientist Hilary Mason shows you how to solve data analysis problems using basic machine learning techniques and frameworks. You'll follow several examples through the entire process-from obtaining, cleaning, and exploring data to building a model and interpreting the results. Examine several real-world analysis solutions, including supervised learning and classification, unsupervised learning and clustering, and building common machine learning applications such as recommendation systems. If you're a developer interested in the math and processes necessary to apply machine learning techniques to web data, this video course is for you. Intended Audience: This class is intended for developers who are interested in an introduction to the math and processes to apply machine learning techniques to web data. Electronic videos 0636920017516 Erscheint auch als Druck-Ausgabe 0636920017516 |
| spellingShingle | Mason, Hilary Hilary Mason An Introduction to Machine Learning with Web Data Electronic videos |
| title | Hilary Mason An Introduction to Machine Learning with Web Data |
| title_auth | Hilary Mason An Introduction to Machine Learning with Web Data |
| title_exact_search | Hilary Mason An Introduction to Machine Learning with Web Data |
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| title_fullStr | Hilary Mason An Introduction to Machine Learning with Web Data Mason, Hilary |
| title_full_unstemmed | Hilary Mason An Introduction to Machine Learning with Web Data Mason, Hilary |
| title_short | Hilary Mason |
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