Data Science Foundations Data Mining in Python
Data Science Foundations Data Mining in Python
Electronic Video - 2021
Learn the key concepts and skills behind one of the most important elements of data science: data mining.
محفوظ في:
Holdings -
| مؤلف مشترك: | |
|---|---|
| مؤلفون آخرون: | |
| التنسيق: | الكتروني الفيديو |
| اللغة: | English |
| منشور في: |
Carpenteria, CA
linkedin.com,
2021.
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| الموضوعات: | |
| الوصول للمادة أونلاين: | View course details on linkedin.com/learning |
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| 040 | |a linkedin.com |b eng | ||
| 050 | 4 | |a LDC2874222 | |
| 100 | 1 | |a Poulson, Barton |e speaker. | |
| 245 | 1 | 0 | |a Data Science Foundations: Data Mining in Python. |c with Barton Poulson |
| 264 | 1 | |a Carpenteria, CA |b linkedin.com, |c 2021. | |
| 306 | |a 03h:03m:26s | ||
| 337 | |a computer |2 rdamedia | ||
| 338 | |a online resource |2 rdacarrier | ||
| 500 | |a 3/26/202112:00:00AM | ||
| 520 | |a Learn the key concepts and skills behind one of the most important elements of data science: data mining. | ||
| 511 | 1 | |a Presenter: Barton Poulson | |
| 520 | |a Data mining is the area of data science that focuses on finding actionable patterns in large and diverse datasets: clusters of similar customers, trends over time that can only be spotted after disentangling seasonal and random effects, and new methods for predicting important outcomes. In this course, instructor Barton Poulson introduces you to data mining that uses the programming language Python. Barton goes over some preliminaries, such as the tools you may use for data mining. He discusses aspects of dimensionality reduction, then explains clustering, including hierarchical clustering, k-Means, DBSCAN, and more. Barton covers classification, including kNN and decision trees. He goes into association analysis and introduces you to Apriori, Eclat, and FP-Growth. Barton steps you through a time-series decomposition, then concludes with sentiment scoring and other text mining tools. | ||
| 538 | |a Latest version of the following browsers: Chrome, Safari, Firefox, or Internet Explorer. Adobe Flash Player Plugin. JavaScript and cookies must be enabled. A broadband Internet connection. | ||
| 655 | 4 | |a Instructional films. |2 lcgft | |
| 655 | 4 | |a Educational films. |2 lcgft | |
| 710 | 2 | |a linkedin.com (Firm) | |
| 856 | 4 | 0 | |u https://www.linkedin.com/learning/data-science-foundations-data-mining-in-python?u=95224889&auth=true |z View course details on linkedin.com/learning |
| 092 | |a ONLINE CLASS | ||