Project: Text Generation using Language Models with LSTM
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Project: Text Generation using Language
Models with LSTM

  • Build a text generation deep learning model to predict the next word in sentence using language models with LSTM.

Created by Selva Prabhakaran

  • 15 Video Lessons

  • English

  • English captions

What you will learn

01

What is Language
modelling?

02

How are transformed based language models different from RNN language models?

03

Step by step implementation of text generation models.

04

How to evaluate the text generation model?

05

How to optimise various parameters of language models?

Course Curriculum

Requirements

  • Courses Page1 Basics of Python
  • Courses Page1 Foundational knowledge of Data Science
  • Courses Page1 High school maths

Who should attend this course?

  • Data Science Aspirants

  • Data Science Professionals

  • Software/Data engineers interested in quantitative analysis

  • Professionals working with large datasets

  • Data analysts, economists, researchers

Instructor

Selva Prabhakaran Principal Data Scientist

My name is Selva, and I am super excited to mentor you on this project!

I head the Data Science team for a global Fortune 500 company and over the last 10 years of my data science experience I’ve deployed 20+ global products. I’m also the Founder & Chief Author of Machine Learning Plus, which has over 4M annual readers.

I specialize in covering the in-depth intuition and maths of any concept or algorithm. And based on my existing student requests, I’ve put up the series of courses and projects with detailed explanations – just like an on the job experience. Hope you love it!

  • 4.5+Instructor rating

  • 200+ reviews

  • 10K+students

  • 15+ Courses

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