Sep 23–26, 2019
Alice Zhao

Alice Zhao
Senior Data Scientist, Metis

Website

Alice Zhao is currently a Senior Data Scientist at Metis, where she teaches 12-week data science bootcamps. Previously, she worked at Cars.com, where she started as the company’s first data scientist, supporting multiple functions from Marketing to Technology. During that time, she also co-founded a data science education startup, Best Fit Analytics Workshop, teaching weekend courses to professionals at 1871 in Chicago. Prior to becoming a data scientist, she worked at Redfin as an analyst and at Accenture as a consultant. She has her M.S. in Analytics and B.S. in Electrical Engineering, both from Northwestern University. She blogs about analytics and pop culture on A Dash of Data. Her blog post, “How Text Messages Change From Dating to Marriage” made it onto the front page of Reddit, gaining over half a million views in the first week. She is passionate about teaching and mentoring, and loves using data to tell fun and compelling stories.

Sessions

9:00am12:30pm Tuesday, September 24, 2019
Location: 1A 23/24
Secondary topics:  Text and Language processing and analysis
Alice Zhao (Metis)
As a data scientist, we are known to crunch numbers, but what happens when we run into text data? In this tutorial, I will walk through the steps to turn text data into a format that a machine can understand, share some of the most popular text analytics techniques, and showcase several natural language processing (NLP) libraries in Python including NLTK, TextBlob, spaCy and gensim. Read more.

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