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REQUIRED_READING
PRIMARY TEXTS
SLP3 (Jurafsky & Martin)
Stanford University (Updated)
NLP with Python (NLTK)
Official Documentation
Python for Everyone
Charles Severance (PDF)
WEEKLY_TARGETS
ASSIGNMENTS
NLTK Book
Read: Chapter 0, 1
Jurafsky & Martin
Read: Chapter 1, 2
EXTERNAL_DATA
FOUNDATIONS
Scientific Python
Mavoh le-Tichnut Mada'i
Intro to Probability
Course Notes / Google Doc
NLP & TEXT MINING
Text Mining with Python
Hebrew Course Recordings
Text Mining / NLP
Sentdex Tutorials (English)
ADVANCED TOPICS
Data Science (Orange)
Intro to Data Science
Operations Research
Optimization & Dyn. Prog.
Stochastic Processes
Markov Chains
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NEURAL_NOTES
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ROOT > PIPELINE >
WEEK 01
(c) Igor Kleiner
STATUS:
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TEXT PREPROCESSING UNIT
EPOCH: 01
IMPORTANT MATERIALS
MP4_STREAM
YOUTUBE
Lecture
Recording
PDF_DECK_1
PART I
Slides
Part 1
PDF_DECK_2
PART II
Slides
Part 2
LAB_WORK
PRACTICE
NLTK
Lab
ASSIGNMENT
REQUIRED
Homework
01
EVAL_01
GRADED
Week 1
Quiz
ADDITIONAL MATERIALS
MP4_RECAP
QUICK
Video Short
Summary
AI_MODEL
TL;DR
AI Gen.
Summary
TASK_LIST
URGENT
Read This
Week
LIBRARY
3 VOLS
Course
Books
EXT_LINK
REFS
Add.
Courses
TOOLKIT
STACK
NLP
Libraries
LOCAL_DB
WRITE
Neural
Notes
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