Natural Language Processing with Real World Projects [Video]

By Geekshub Pvt. Ltd.
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  1. Introduction to NLP and Regex

About this video

You will learn how machine can be trained to make sense of language humans use to interact. You will come across many NLP algorithms that teach the computational models about Lexical processing, basic syntactic processing. You will learn the mechanism Google translator uses, to understand the context of language and converts to a different language. You will build a chat-bot using an open-source tool Rasa, which is a text and voice-based conversations, understand messages, hold conversations, and connect to messaging channels and APIs. You will also learn to train the model you have created on NLU.

The machine cannot be trained to understand or process data by traditional hand coded programs that rely heavily on very specific conditions. The moment there is a change in input, the hand coded program is rendered useless. So, rather than having to code possible conversations, we require a model that enables the system to make sense of context. By the end of the course you will be able to build NLP models that can summarize blocks of text to extract most important ideas, sentiment analysis to extract the sentiments from given block of text, identification of type entity extracted. All the projects included in this course are Real-World projects.

All the codes and supporting files for this course are available at: https://github.com/PacktPublishing/Natural-Language-Processing-with-Real-World-Projects

Publication date:
July 2019
Publisher
Packt
Duration
14 hours 56 minutes
ISBN
9781838980481

About the Author

  • Geekshub Pvt. Ltd.

    Geekshub Pvt. Ltd.

    Geekshub is an online education company in the field Big Data and Analytics. Their aim as a team is to provide best skill-set to their customers to make them job-ready and prepare them to crack any challenge. Many hot cakes of market which are rare to teach have been taught in their courses. They have the best sought out trainers training on cutting-edge technologies like Machine Learning, Deep Learning, Natural Language Processing (NLP), Reinforcement Learning and Data Science. They are the people graduated from Indian Institute of Technology (IIT). They are passionate in teaching the topics using curated real world case studies that calibrates the learning experience of the students.

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