Mining the Social Web - Mailboxes

[TheCornor]

Mining the Social Web - Mailboxes

MP4 | Video: AVC 1280x720 | Audio: AAC 48KHz 2ch | Duration: 23M | 183 MB

Genre: eLearning | Language: English

 

Imagine yourself as a criminal investigator. You've been tasked with searching through thousands of subpoenaed email messages for the purpose of finding evidence of fraud. What tools could you use to do your job? In this course, based on content from Matthew Russell's book, "Mining the Social Web" (O'Reilly Media), you'll learn how to forensically examine large email data sets.

 

Designed for learners with basic Python experience, the course explains the structure of email messages, deciphers the meanings in email metadata, and shows you how to use pandas - Python's data analysis library - to organize, manipulate, and query email data. Bonus: You get to practice your detective skills on an email data set used in a real U.S. criminal investigation (i.e., the 2001 Enron fraud case).

Gain experience using a data mining toolset to forensically analyze email messages

Understand email metadata and the structure of email messages

Discover how to visualize email patterns such as who sent or received the most email

Pick up the ability to quickly search for key terms in large volumes of email messages

Learn how to use a pandas DataFrame to perform queries and manipulate data

 

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