MP4 | Video: AVC 1280×720 | Audio: AAC 44KHz 2ch | Duration: 38M | 423 MB
Genre: eLearning | Language: English
LinkedIn is the largest professional social network in the world and is used by millions of job seekers, employers, recruiters, and other professionals. How can we mine this data to gain deeper insights into our professional networks? Based on content from Matthew Russell’s book “Mining the Social Web” (O’Reilly), this course shows you how to access and download LinkedIn data; as well as how to perform clustering analysis and geographic analysis, and how to visualize data in new and informative ways. The course works best for learners with some basic Python experience.
Understand how to access LinkedIn using the LinkedIn API and Python
Learn how to download your own LinkedIn data and access your connections
Explore techniques for dealing with messy data like similar titles or job descriptions
Discover methods for clustering your contacts into similar jobs or grouping them by geography
Learn how to produce intuitive data visualizations and output geographic data to Google Earth
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.
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