【公开课】Practical Data Science - CMU 15-388 - 实用数据科学 - 2018 Spring

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2018-04-06 20:58:21
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http://www.datasciencecourse.org/lectures/ Data science is the study and practice of how we can extract insight and knowledge from large amounts of data. It is a burgeoning field.
视频选集
(1/9)
Lecture 1 Introduction
01:16:46
Lecture 2 Data Collection and Scraping
01:18:28
Lecture 3 Jupyter Notebook Lab_batch
01:20:14
Lecture 4 Relational Data
01:19:46
Lecture 5 Visualization and Data Exploration
01:19:52
Lecture 6 Vectors, Matrices, and Linear Algebra
01:17:50
Lecture 7 Graph and Network Processing
01:21:03
Lecture 08 Free text and natural language processing
01:17:56
Lecture 09 Free text, continued
01:18:28
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