Natural Language Processing (NLP)
offered by Caltech

Private University
124 acre campus
Estd. 1891

Natural Language Processing (NLP)
at
Caltech
Overview

Learn how to get started NLP in this online course, part of Caltech?s seminar-style learning labs for advanced analytics

Duration	3 weeks
Total fee	₹1.55 Lakh
Mode of learning	Online
Course Level	UG Certificate

Natural Language Processing (NLP)
at
Caltech
Highlights

Earn a certificate of completion from Caltech

Natural Language Processing (NLP)
at
Caltech
Course details

Skills you will learn

Python Data analysis Cloud Services

Who should do this course?

For Digital Marketing Professionals
For Language Translators
For Software and Hardware Professionals

What are the course deliverables?

Analysis of text to understand the meaning of the text
Software: Python + TextBlob + Natural Language Tool Kit + spaCy + Pattern
Analysis of Words + Sentences + Semantics + Polarity + Subjectivity
Machine Learning models for text processing
Naïve Bayes + Decision Trees models for text processing
Deep Learning Neural Networks for text processing
Translation Services using Deep Learning Neural Networks
Speech-to-text Services using Deep Learning Neural Networks
Cloud Services for Machine Learning
Google Cloud Platform (GCP) for Natural Language API
IBM Watson services for Natural Language
GCP: Entity Identification + Syntax Analysis + Documentation Classification + Sentiment Analysis
Social Media (Twitter) data analysis for customer sentiment analysis
Text-based customer feedback data analysis

More about this course

The first one is the analysis of words, sentences, and the text's semantics using TextBlob, NLTK, and spaCy software packages
The other approach to NLP is to employ Machine Learning (ML) to analyze the text
Google Cloud Platform (GCP) and IBM Watson provide an ML API (Application Programming Interface) to analyze Natural Languages and provide translation service between languages
Through hands-on activities, you will cover fundamental mathematical analysis of language
The focus will be to analyze the polarity, subjectivity, and sentiments of text using the concepts of n-grams found in software products currently in the public domain
Next, we will understand concepts of Stemming and Lemmatization. Finally, you will explore entity recognition and similarity detection concepts
Participants will investigate popular services such as Google Cloud Platform and IBM Watson, among others

Natural Language Processing (NLP)
at
Caltech
Faculty details

Ash Pahwa

Ash Pahwa, Ph.D., is an educator, author, entrepreneur, and technology visionary with three decades of industry and academic experience. He has founded several successful technology companies during his career, the latest of which is A+ Web Services.