Course curriculum

  • 1

    01 Setup and Installation

    • Setting Up Anaconda Environment
  • 2

    02 Working With Text Files

    • 01 - Formatted String Literals

    • 02 - Reading a File

    • 03 - Writing a File

    • 04 - Working with PDF

    • 05 - Regular Expressions
  • 3

    03 NLP Basics

    • 01 - Section Overview

    • 02 - Spacy vs NLTK

    • 03 - Spacy Setup and Overview

    • 04 - Introduction to NLP

    • 05 - Spacy Basics I

    • 06 - Spacy Basics II

    • 07 - Tokenization I

    • 08 - Tokenization II

    • 09 - Stemming

    • 10 - Lemmatization

    • 11 - Stop Words

    • 12 - Vocabulary and Matching I

    • 13 - Vocabulary and Matching II
  • 4

    04 POS and NER

    • 01 Introduction to POS and NER

    • 02 Parts of Speech Tagging I

    • 03 Parts of Speech Tagging II

    • 04 Displacy Visualization