Course Schedule

CS 5293 Spring 2020

Dale Hall Tower, 0104
TR 9:00am - 10:15am

TAP: Text Analytics with Python, 2nd edition

Text Wrangling

Class	Date	Topic	Reading	Lecture Notes	Assignment	Due
01	01/14	Introduction	Syllabus, Scripting Languages, Statistics, Linear Algebra
02	01/16	Text Encodings	ASCII Table, Unicode Table	Python string encoding
03	01/21	GNU/Linux Tools	UNIX Shell, sed awk bash
04	01/23	Version Control	Git Tutorial		HW 0
05	01/28	Python I	Python Programming pyenv+pipenv pyenv windows comment pipenv video
06	01/30	Python II	Py Test
07	02/04	Regular Expressions	Python Re Linux Regex NLTK Book Ch 3	Unicode byte counter Hanukkah Spellings Spelling Hanukkah Regexp Systax Summary
08	02/06	SQL and SQLite	SQLite Tutorial
09	02/11	Numpy + Pandas I	NumPy	example csv file	Project 0	HW 0
10	02/13	Numpy + Pandas II	Pandas Intro	Pandas Tutorial FOIA Interview FOIA Example Tweet	HW 1 (section 001)

Text Staging

Class	Date	Topic	Reading	Lecture Notes	Assignment	Due
11	02/18	Natural Language Processing I	TAP: Ch 1, 3 MLT: Ch 2	NLP I		HW 1
12	02/20	Natural Language Processing II		NLP II	Project 1	Project 0
13	02/25	Feature Engineering I	MLT: Ch 9 Scikit-Learn Feature Vectorization		HW 2
14	02/27	Feature Engineering II

Analyzing Text

Class	Date	Topic	Reading	Lecture Notes	Assignment	Due
15	03/03	Text Classification I	TAP: Ch 4 MLT: Ch 5			HW 2
16	03/05	Text Classification II			Project 2	Project 1
17	03/10	Text Summarization + Topic models I	TAP: Ch 5 MLT: Ch 11			HW 2
18	03/12	Text Summarization + Topic models II
19	03/17	Spring Break
20	03/19	Spring Break
21	03/24	Text Similarity I	TAP: Ch 6 MLT: Ch 4
22	03/26	Text Clustering I
23	03/31	Recommendation Systems	TAP: Ch 7 MLT: Ch 13		Project 3	Project 2
24	04/02	Semantic Analysis I			HW 3
25	04/07	Semantic Analysis II	MLT: Ch 10
26	04/09	Named Entity Recognition I			HW 4	HW 3
27	04/14	Named Entity Recognition II	MLT: Ch 3			Project 3
28	04/16	Sentiment Analysis			HW 4
29	04/21	Knowledge Base Construction
30	04/23	Deep Learning for Text				HW 4
31	04/28	Presentations I (Zombie Week)				Project 3
32	04/30	Presentations II (Zombie Week)
33	05/08	Final Exam Dale Hall Tower, 0104 8:00am - 10:00am

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