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https://www.eventshigh.com/detail/chennai/4e9a77cbb274884eacf2a29a6df67e44-natural-language-processing-masterclass

Natural Language Processing Masterclass

0.0,0.0
Sun, 20 Oct 11:00AM - 1:00PM
Animaker
Rs 500
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Details

Details

 Please note:

  1. Early Bird Ticket is available until 11 pm on 18th October. After that price will be Rs 600
  2. We have a special discount for students. Email a copy of your student id to avail the same
  3. This is a Beginner to Intermediate level Meet-up

About the Speaker:

Simrat Hanspal, Lead Data Scientist, VMware

ex-Mad Street Den

  • She has more than 8 years of experience in software development, applied research, machine learning and mathematical algorithm building
  • She is also an active speaker at Fifth Elephant, PyData and other tech conferences
  • Simrat has previously worked as a Lead Data Scientist at Mad Street Den & Software Development Engineer at Amazon

What will be covered?

1. What is Natural Language Processing

2. Challenges in NLP

3. Application #1 - Spam detection

-Concepts

  • Tokenization
  • Lemmatization
  • Stemming
  • TF-IDF
  • Word embeddings – a mathematical representation

-Demonstration - Spam detector

4. Need for language model

5. Introduction to Deep Learning

6. From Artificial Neural Network to Deep Neural Network

7. Training Deep Neural Network

8. Problems in training Deep Neural Network

 -Vanishing/Exploding gradient problem

9. Deep Neural Networks for NLP - sequence-to-sequence architecture

10. Application #2 – Language translation

-Concepts

  • Encoder-Decoder architecture
  • Recurrent neural network
  • Long Short Term Memory network
  • Contextual modelling

-Demonstration - Language translator

11. Transfer learning in NLP

12. Exploring some of the state-of-the-art NLP models

-BERT from Google

-GPT-2 from OpenAI

Who should attend?

This is a beginner to intermediate level session

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Animaker Edveon Technologies, 3rd floor Elnet software city building, Tharamani, Chennai, Tamil Nadu 600113, India
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EventsHigh Specials, software development, vmware, neural network, natural language processing, machine learning, software, nlp, modelling, classes and workshops, technology, startup and entrepreneurship,