Recurrent Neural Networks (RNN) Courses and Certifications

Recurrent Neural Networks (RNNs) for Language Modeling with Keras

Learn how to use RNNs to classify text sentiment, generate sentences, and translate text between languages.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Pixel Recurrent Neural Networks

Explore Pixel Recurrent Neural Networks with the University of Central Florida. Learn image generation approaches, RNN, LSTM equations, and model architectures in under an hour.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Literacy Essentials: Core Concepts Recurrent Neural Networks

This course will teach you the core concepts of Recurrent Neural Networks.

• Pluralsight
• 1 hour 13 minutes
• On-Demand
• Free Trial Available

Implement Image Captioning with Recurrent Neural Networks

This course will teach you how to build and train image captioning models using TensorFlow, with the help of a case study - building a model for image tagging. You will learn how to prepare the data for model training and evaluate the trained model.

• Pluralsight
• 1 hour 34 minutes
• On-Demand
• Free Trial Available

Recurrent Neural Networks

Learn the basics of recurrent neural networks to get up and running with RNN quickly.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available

Yannic Kilcher

Transformers Are RNNs- Fast Autoregressive Transformers With Linear Attention

Explore the connection between autoregressive transformers and RNNs in this under 1-hour material by Yannic Kilcher. Learn about linear attention, kernel functions, and their impact on AI performance.

• YouTube
• 48 minutes
• On-Demand
• Free Online Course

Jay Alammar

The Unreasonable Effectiveness of RNNs - Article and Visualization Commentary

Explore machine learning and NLP with Jay Alammar as he discusses a pivotal article on RNNs. Learn about sequence-to-sequence models in under an hour.

• YouTube
• 29 minutes
• On-Demand
• Free Online Course

Serrano.Academy

A Friendly Introduction to Recurrent Neural Networks

Learn to predict and generate sequences with Recurrent Neural Networks in less than an hour with Serrano.Academy. Includes an introduction to Deep Learning and Neural Networks.

• YouTube
• 23 minutes
• On-Demand
• Free Online Course

Alexander Amini;  MIT

MIT 6.S191 - Recurrent Neural Networks

Dive into deep learning with MIT's concise material on Recurrent Neural Networks, covering sequence modeling, LSTM, and RNN applications in under an hour.

• YouTube
• 45 minutes
• On-Demand
• Free Online Course

Alexander Amini;  MIT

MIT: Recurrent Neural Networks

Dive into deep sequence modeling with recurrent neural networks in this MIT lecture. Learn to predict words, understand long-term dependencies, and explore LSTM and RNNs.

• YouTube
• 37 minutes
• On-Demand
• Free Online Course

Alexander Amini;  MIT

Recurrent Neural Networks and Transformers

Dive into deep learning with MIT's concise material on recurrent neural networks and transformers, covering sequence modeling, LSTM, and attention fundamentals.

• YouTube
• 58 minutes
• On-Demand
• Free Online Course

Alexander Amini;  MIT

MIT 6.S191 - Recurrent Neural Networks

Dive into deep learning with MIT's 1-2 hour material on Recurrent Neural Networks, covering sequence modeling, LSTM, RNN applications, and more.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course

Brandon Rohrer

Recurrent Neural Networks and Long Short-Term Memory

Learn about Recurrent Neural Networks and Long Short-Term Memory in less than an hour with Brandon Rohrer, including practical applications.

• YouTube
• 26 minutes
• On-Demand
• Free Online Course

Yannic Kilcher

RWKV- Reinventing RNNs for the Transformer Era

Explore the RWKV architecture, a blend of Transformers and RNNs, in this 1-2 hour study by Yannic Kilcher. Gain insights into efficient parallelizable training and inference.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Online Course

RNNs and Transformers

This course covers multiple RNN architectures and discusses design patterns for those models. You'll also learn about transformer architectures.

• Udacity
• 4 weeks
• On-Demand
• Paid Course