Natural Language Processing Fundamentals

Catalog Home Databases, Business Intelligence & Data Science Data Science & AI
34.232.62.209
Your Training Location:  

You’ll be introduced to natural language processing and its applications through examples and exercises. This will be followed by an introduction to the initial stages of solving a problem, which includes problem definition, getting text data, and preparing it for modeling. With exposure to concepts like advanced natural language processing algorithms and visualization techniques, you’ll learn how to create applications that can extract information from unstructured data and present it as impactful visuals. Although you will continue to learn NLP-based techniques, the focus will gradually shift to developing useful applications. In these sections, you’ll understand how to apply NLP techniques to answer questions as can be used in chatbots.

By the end of this course, you’ll be able to accomplish a varied range of assignments ranging from identifying the most suitable type of NLP task for solving a problem to using a tool like spacy or gensim for performing sentiment analysis. The course will easily equip you with the knowledge you need to build applications that interpret human language

3 Days/Lecture & Lab

Natural Language Processing Fundamentals is designed for novice and mid-level data scientists and machine learning developers who want to gather and analyze text data to build an NLP-powered product. It’ll help you to have prior experience of coding in Python using data types, writing functions, and importing libraries. Some experience with linguistics and probability is useful but not necessary

  • Introduction to NLP Text
  • Extraction Methods from unstructured text
  • Building A Simple Classifier
  • Collecting Text Data
  • Topic Modeling
  • Text Summarization and Text Generation
  • Vector Representation
:; Sentiment Analysis





Copyright © 2020 ProTech. All Rights Reserved.

Sign In Create Account

Navigation

Social Media