University of OXford & University of camBRiDGE

...is a collective term for characteristics that the two institutions share.

Mining the Social Web -
Mailboxes

by Mikhail Klassen
Publisher: Infinite Skills
Release Date: September 2017
ISBN: 9781491989890
Running time: 00:23:37
Topic: Social Media
Scale: 03x50mb
Downloads: (■) Included ( ) Without

Lecture Date: 09/2017
Lecture Link: https://goo.gl/dqzbxy

| 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 ù Python's data analysis
| library û 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
| After completing his PhD in astrophysics, Mikhail Klassen
| transitioned to data science and refined his expertise in data
| mining, data analysis, and machine learning. He's now the Chief
| Data Scientist for Paladin: Paradigm Knowledge Solutions in
| Montreal, where he combines data mining and artificial
| intelligence to deliver personalized training for the aerospace
| industry.