Apply Natural Language Processing with Python

Natural language processing (NLP) is all about how computers work with human language. From your virtual assistant recommending a restaurant to that terrible autocorrect you sent your cousin, the field is a rapidly growing presence in our lives. Don’t just use NLP tools — make them!

What will you learn
Understand how computers work with human language
Learn techniques and libraries for data analysis
Create natural language processing tools

Includes(Topics)
  • Machine Learning ,
  • Data Science ,
  • Python ,
  • Regular Expression ,
  • NLTK ,
  • spaCy ,
  • TensorFlow ,
  • scikit-learn ,
  • Genism ,
  • more
Duration : 3 weeks
Hours: 8
Price: Rs.2800
Pre Requisites: None

There are 8 modules in this course

Module

1

Welcome to the Natural Language Processing Skill Path

Your NLP journey starts here.

Module

2

Getting Started with Natural Language Processing

Delve into the exciting world of Natural Language Processing (NLP) with this overview of major topics in the field.

Module

3

Text Preprocessing

Get a taste of regular expressions (regex) and find out how to prepare your text data for most NLP tasks.

Module

4

Language Parsing

Apply regular expressions (regex) and other natural language parsing tactics to find meaning and insights in the texts you read every day.

Module

5

Language Quantification

Learn different ways to represent language numerically, including bag-of-words, tf-idf, and word embeddings.

Module

6

Text Generation

Learn about seq2seq and LSTM neural networks commonly used in NLP work and how to implement them for machine translation.

Module

7

NLP Portfolio Project

You've learned a lot and it's time to show off your skills. Analyze text message data any way you like in this portfolio project.

Module

8

Next Steps

What's next in your NLP journey?

Frequently Asked Questions

Frequently Asked Questions

COMPANY
PRODUCTS
 
OTHERS
Partner