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1 | | -# Applied-Text-Mining-in-Python |
| 1 | +# Applied-Text-Mining-in-Python |
| 2 | + |
| 3 | +### Module 1: Working with Text in Python |
| 4 | +5 videos, 4 readings, 1 practice quiz |
| 5 | +Reading: Course Syllabus |
| 6 | +Reading: Help us learn more about you! |
| 7 | +Video: Introduction to Text Mining |
| 8 | +Video: Handling Text in Python |
| 9 | +Reading: Notice for Auditing Learners: Assignment Submission |
| 10 | +Notebook: Working with Text |
| 11 | +Video: Regular Expressions |
| 12 | +Notebook: Regex with Pandas and Named Groups |
| 13 | +Video: Demonstration: Regex with Pandas and Named Groups |
| 14 | +Practice Quiz: Practice Quiz |
| 15 | +Video: Internationalization and Issues with Non-ASCII Characters |
| 16 | +Discussion Prompt: Introduce Yourself |
| 17 | +Reading: Resources: Common issues with free text |
| 18 | +Notebook: Assignment 1 |
| 19 | +Show less |
| 20 | +Graded: Module 1 Quiz |
| 21 | +Graded: Assignment 1 Submission |
| 22 | + |
| 23 | +### Module 2: Basic Natural Language Processing |
| 24 | +3 videos, 1 practice quiz |
| 25 | +Video: Basic Natural Language Processing |
| 26 | +Notebook: Module 2 (Python 3) |
| 27 | +Video: Basic NLP tasks with NLTK |
| 28 | +Video: Advanced NLP tasks with NLTK |
| 29 | +Practice Quiz: Practice Quiz |
| 30 | +Discussion Prompt: Finding your own prepositional phrase attachment |
| 31 | +Notebook: Assignment 2 |
| 32 | +Show less |
| 33 | +Graded: Module 2 Quiz |
| 34 | +Graded: Assignment 2 Submission |
| 35 | + |
| 36 | +### Module 3: Classification of Text |
| 37 | +7 videos |
| 38 | +expand |
| 39 | +Graded: Module 3 Quiz |
| 40 | +Graded: Assignment 3 Submission |
| 41 | + |
| 42 | +### Module 4: Topic Modeling |
| 43 | +4 videos, 2 readings, 1 practice quiz |
| 44 | +expand |
| 45 | +Graded: Module 4 Quiz |
| 46 | +Graded: Assignment 4 Submission |
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