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University of Washington

Social Media Data Analytics

Learner Outcomes: After taking this course, you will be able to: - Utilize various Application Programming Interface (API) services to collect data from different social media sources such as YouTube, Twitter, and Flickr. - Process the collected data - primarily structured - using methods involving correlation, regression, and classification to derive insights about the sources and people who generated that data. - Analyze unstructured data - primarily textual comments - for sentiments expressed in them. - Use different tools for collecting, analyzing, and exploring social media data for research and development purposes. Sample Learner Story: Data analyst wanting to leverage social media data. Isabella is a Data Analyst working as a consultant for a multinational corporation. She has experience working with Web analysis tools as well as marketing data. She wants to now expand into social media arena, trying to leverage the vast amounts of data available through various social media channels. Specifically, she wants to see how their clients, partners, and competitors view their products/services and talk about them. She hopes to build a new workflow of data analytics that incorporates traditional data processing using Web and marketing tools, as well as newer methods of using social media data. Sample Job Roles requiring these skills: - Social Media Analyst - Web Analyst - Data Analyst - Marketing and Public Relations Final Project Deliverable/ Artifact: The course will have a series of small assignments or mini-projects that involve data collection, analysis, and presentation involving various social media sources using the techniques learned in the class. The course was developed by Dr. Chirag Shah while he was a faculty member at Rutgers University. He is currently a faculty member at University of Washington.

状态:Social Network Analysis
状态:Analysis
中级课程小时

精选评论

SB

5.0评论日期:Jul 5, 2021

It was very interesting and very helpful to NLP students

VV

5.0评论日期:Jan 2, 2020

very useful course , willing to do such courses in future

RG

5.0评论日期:May 19, 2020

Give me the way to tackle data collection and analysis with Twitter, YouTube, and Yelp. It learns me to process and visualize of social media data.

PP

5.0评论日期:Feb 9, 2020

It was a very great experience while learning.Good Tutors as well good tone of speaking.I really liked the course and looking forward for more courses.

VS

4.0评论日期:Nov 16, 2016

Interesting course, could have added a bit more on how to write basic scripts or more ways of social media analytics

PB

4.0评论日期:Apr 15, 2017

The course material should be provided on coursera itself. Instead of having to download a 1.8GB dataset from yelp, the two files could have been shared here.

AG

5.0评论日期:Feb 21, 2021

Very good learn the social media and sentiment analysis

AM

5.0评论日期:May 9, 2018

Instructor was great, deliver lectures really nice. Looking for some more stuff from Dr. Shah

MH

5.0评论日期:Jun 28, 2020

Very Much informative, I have learnt a world class knowledge. Im so happy.

ZS

5.0评论日期:Dec 16, 2017

Very good course for overall picture of this field

MI

5.0评论日期:Feb 6, 2019

very nice couse but peer assignment is very difficult taks

DN

4.0评论日期:Aug 10, 2020

Thought could have had dived in-depth. Was a good Course for beginners

所有审阅

显示:20/77

Siddharth Mishra
3.0
评论日期:May 23, 2017
Tronje Peer Kemena
2.0
评论日期:May 14, 2019
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3.0
评论日期:Jun 9, 2020
Luke Schoen
2.0
评论日期:Dec 21, 2019
Abdul Bari Malik
5.0
评论日期:May 10, 2018
Ali Salari
3.0
评论日期:Aug 1, 2023
Abby Schneiss
1.0
评论日期:Mar 22, 2021
JAY CHOU
5.0
评论日期:Apr 21, 2020
Lottie Perry
3.0
评论日期:Oct 25, 2023
Swarn Chatterjee
5.0
评论日期:Feb 9, 2020
Prachi Waghmare
5.0
评论日期:May 27, 2020
Rajat Kulshreshtha
5.0
评论日期:Sep 23, 2017
Poornima Popali
5.0
评论日期:Feb 10, 2020
Rupali Gangarde
5.0
评论日期:May 20, 2020
Alessio Aversano
5.0
评论日期:Oct 7, 2020
Juan Fau Vidal
5.0
评论日期:Apr 17, 2017
Mehedi Hassan
5.0
评论日期:Jun 28, 2020
Swetha Srihari
5.0
评论日期:May 13, 2020
Muhammad idrees
5.0
评论日期:Feb 7, 2019
Vijayarvind.M
5.0
评论日期:Jan 3, 2020