Simplilearn
Introduction to Long Short Term Memory (LSTM) Training

Heat up your career with 40% off top courses from Google, Adobe, and more. Save today.

Simplilearn

Introduction to Long Short Term Memory (LSTM) Training

Priyanka Mehta

Instructor: Priyanka Mehta

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

2 hours to complete
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

2 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Understand how LSTM networks overcome RNN limitations in sequence modeling

  • Learn the structure and function of LSTM gates: forget, input, and output

  • Apply LSTM to real-world tasks like time series forecasting and NLP

  • Build and evaluate LSTM models through step-by-step practical demos

Details to know

Shareable certificate

Add to your LinkedIn profile

Recently updated!

June 2025

Assessments

3 assignments

Taught in English

See how employees at top companies are mastering in-demand skills

 logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

There is 1 module in this course

Master the fundamentals of Long Short-Term Memory (LSTM) networks in this hands-on module. Begin with the basics of RNNs and understand how LSTM overcomes their limitations. Explore LSTM architecture, including forget, input, and output gates. Learn real-world applications in time series, NLP, and more through interactive demos designed to reinforce practical LSTM implementation.

What's included

8 videos1 reading3 assignments

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructor

Priyanka Mehta
Simplilearn
26 Courses3,162 learners

Offered by

Simplilearn

Explore more from Machine Learning

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."
Coursera Plus

Open new doors with Coursera Plus

Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions