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1 min
Simple RNN Language Model
5 min
Training an RNN Language Model
3 min
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
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15 Video Lessons
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English
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English captions
Validity Period: 365 days
Already Subscribed? Click here to access your courses
- Course Certificate
- Code Walkthroughs
- Practice Data
- Money Back if not satisfied
- Algorithms explanation
- 2h 26m of Self-paced videos
- Downloadable resources
- Q&A sessions with experts
What you will learn
01
What is Language
What is Language
Modelling?
02
How are transformed based
How are transformed based
language models different
from RNN language models?
03
Step by Step implementation
Step by Step implementation
of text generation models
04
How to evaluate the text
How to evaluate the text
generation models?
05
How to optimize various parameters
How to optimize various parameters
of language models
Course Curriculum
3 Modules | 17 Sessions | 33 min Total Time
Introduction
Sessions: 3 | Time: 13 min
State-Of-The-Art Models
Sessions: 3| Time: 5 min
Text Generation using Language Models with LSTM (Code Demo)
Sessions: 10| Time: 16 min
Requirements
- Basic Maths and Logical Reasoning
- Curiosity about Data Science
- Learning Mindset
Who should attend this course?
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Future Data Scientists and ML Engineers
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Product Managers, Program Managers, Scrum Masters working in ML/Data science project
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Software/Data engineers interested in quantitative analysis
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Software engineers interfacing with data science team
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Executives who have to lead or interact with Data Scientists
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!
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4.5+Instructor rating
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200+ reviews
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10K+students
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15+ Courses
Validity Period: 365 days
Already Subscribed? Click here to access your courses
- Workshop Certificate
- Code Walkthroughs
- Practice Data
- Money Back if not satisfied
- Algorithms explanation
- 2h 26m of Self-paced videos
- Downloadable resources
- Q&A sessions with experts