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Natural Language Processing: Basics to Advanced (Starts 27th June)

(1 customer review)

4,000  2,499 

BACKGROUND

Natural language processing is a sub-field of linguistics and artificial intelligence (AI) concerned with the interactions between computers and human languages, in particular how to program computers to process and analyze large amounts of natural language data

WHO IS THIS COURSE FOR?

  • Individuals who have heard about Artificial Intelligence, Machine Learning, Natural Language Processing but have no idea about it or how it works
  • Those who have no knowledge about ML, NLP but want to learn the theoretical as well as the practical aspects of NLP.
  • Those who want to start applying NLP by themselves
  • Professionals, Students, Entrepreneurs – anyone can attend this course

WHY THIS COURSE?

  • Certified Course
  • Live online practical class
  • Learn with your friends
  • Recordings will be provided

Description

ABOUT THE INSTRUCTOR

  • Machine Learning Applied Scientist at a leading E-commerce company in the world
  • Has worked as a Machine Learning Reseach Intern across multiple countries
  • Alumni of IIT Kharagpur

COURSE CURRICULUM

27th June (5:00-6:30 PM IST)

The heavy-weight BERT model for classification

  • Sample code and notebook for running BERT model¬†
    • Classify sentiment of movie reviews
    • Make it work on a dataset of our choice
  • What is BERT?
    • What is a Transformer?
    • Using the HuggingFace library
    • Understanding imdb movie reviews

28th June (5:00-6:30 PM IST)

Using BERT for Masked Language Modeling

  • What is pre-training?
    • Sample code and notebook for pretraining
    • How to pre-train by the MLM objective
    • Then use this pre-trained model for fine-tuning on classification task

4th July (5:00-7:00 PM IST)

Advanced Deep Learning

  • How to do out of the box summarization, translation?
    • BERT and its other variants

1 review for Natural Language Processing: Basics to Advanced (Starts 27th June)

  1. user

    The instructor is amazingly versed in the field of AI and ML. His knowledge in the domain is too good.

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Title:
NLP

Time:
June 27, 2020, 1:30 pm

Timezone:
Asia/Calcutta

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