Exploring-natural-language processing using deep learning

  • IntermediateLevel

  • 800+Students Enrolled

  • 4 Hrs Duration

  • 4.5Average Rating

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About this Course

  • Master NLP concepts: Learn to process unstructured text, extract insights, and build models using deep learning techniques.
  • Hands-on with PyTorch: Explore BERT and Transformers, implement real-world projects, and fine-tune models for text tasks.
  • Cutting-edge techniques: Understand state-of-the-art models like BERT and Transformers to solve complex language problems.

Learning Outcomes

NLP Fundamentals

Learn core concepts and techniques in NLP effectively.

Transformers & BERT

Master advanced models like BERT and Transformers.

Hands-on with PyTorch

Build and train NLP models with the PyTorch library.

Text Insights & Analysis

Extract and analyze info from unstructured text data.

Who Should Enroll

  • Aspiring Data Scientists: Want to master NLP and build text-based machine learning models.
  • AI/ML Enthusiasts: Dive into deep learning techniques and explore state-of-the-art models for language understanding.
  • Tech Professionals: Enhance skills by learning PyTorch, BERT, and Transformer architecture for NLP solutions.

Course Curriculum

Course covers NLP basics, text preprocessing, word embeddings, sequence models, BERT, Transformers, and hands-on PyTorch. Learn to build, train, and evaluate deep learning models for tasks like sentiment analysis, text classification, and more.

tools

  1. 1. NLP using DeepLearning

  1. 1. Setting up the system

  2. 2. Getting started with Google Colab

  1. 1. Multi Layer Perceptron

  2. 2. Recap of RNN, LSTM, and GRU

  1. 1. Challenges in N-Gram Language Modeling

  2. 2. Intro to Neural Language Modeling

Meet the instructor

Our instructor and mentors carry years of experience in data industry

company logo
Kunal Jain

Founder & CEO, Analytics Vidhya

Kunal has 15+ years of experience in the field of Data Science and is the founder and CEO of Analytics Vidhya- the world's 2nd largest Data Science community.

Get this Course Now

With this course you’ll get

  • 4 Hours

    Duration

  • Kunal Jain

    Instructor

  • Intermediate

    Level

Certificate of completion

Earn a professional certificate upon course completion

  • Globally recognized certificate
  • Verifiable online credential
  • Enhances professional credibility
certificate

Frequently Asked Questions

Looking for answers to other questions?

This course is for people who are looking to get into the field of Natural Language Processing, or those who want to brush up their knowledge of NLP and get familiar with the trends in the field. The course provides you everything you need to know to become an NLP practitioner

The course assumes prior background in Machine Learning. So we would recommend you to be aware of basics of Machine Learning before going through this course.

Yes, you will get information about all installations as part of the course.

The fee for this course is non-refundable.

We would highly recommend taking the course in the order in which it has been designed to gain the maximum knowledge from it.

Yes, you will be given a certificate upon satisfactory completion of the course.

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