Recurrent Neural Networks (RNN) Courses and Certifications

Sequence Models & The Dawn of Attention

Discover why RNNs and LSTMs fail with long sequences, then master attention mechanisms by building QKV paradigms and reusable PyTorch modules from scratch.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Microcredential

Exploring the Transformer Architecture

Master Transformer architecture by building attention mechanisms from scratch, then fine-tune state-of-the-art NLP models using Hugging Face for real-world deployment.

• CodeSignal
• 14 hours
• On-Demand
• Free Certificate
• 4 courses

Time Series Forecasting with LSTMs

Master LSTM networks for time series forecasting by building, optimizing, and evaluating models that handle long-term dependencies effectively.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Time Series Forecasting with LSTMs

1 review

Master LSTM networks for time series forecasting with PyTorch, building optimized models that handle long-term dependencies and evaluating performance using RMSE, MAE, and MAPE metrics.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Deep Learning: Advanced Natural Language Processing and RNNs

7441 ratings at Udemy

Natural Language Processing (NLP) with Sequence-to-sequence (seq2seq), Attention, CNNs, RNNs, and Memory Networks!

• Udemy
• 8 hours 22 minutes
• On-Demand
• Paid Course

Deep Learning: Recurrent Neural Networks in Python

5935 ratings at Udemy

GRU, LSTM, Time Series Forecasting, Stock Predictions, Natural Language Processing (NLP) using Artificial Intelligence

• Udemy
• 13 hours 24 minutes
• On-Demand
• Paid Course

Basics of Deep Learning

664 ratings at Udemy

Explore neural networks, their evolution, and applications in AI. Learn key concepts of deep learning, including ANN, CNN, and RNN, suitable for various professionals.

• Udemy
• 1 hour 46 minutes
• On-Demand
• Paid Course

Tensorflow 2.0 | Recurrent Neural Networks, LSTMs, GRUs

486 ratings at Udemy

Sequence prediction course that covers topics such as: RNN, LSTM, GRU, NLP, Seq2Seq, Attention, Time series prediction

• Udemy
• 1 hour 14 minutes
• On-Demand
• Free Online Course

Mastering PyTorch - 100 Days: 100 Projects Bootcamp Training

110 ratings at Udemy

From Basics to Advanced Deep Learning Training(AI)

• Udemy
• 4 hours 19 minutes
• On-Demand
• Paid Course

Natural Language Processing | Build LLM Web App | RNN & LSTM

73 ratings at Udemy

Create App Using Streamlit | Sentiment Analysis | Speech to text | Spam Detection

• Udemy
• 3 hours 9 minutes
• On-Demand
• Paid Course

Whizlabs

NVIDIA: Fundamentals of NLP and Transformers

Master NLP fundamentals and transformer architectures through hands-on practice with tokenization, word embeddings, sequence models, and self-attention mechanisms for real-world applications.

• Coursera
• 4 hours 25 minutes
• On-Demand
• Paid Course

EDUCBA

Image Captioning with TensorFlow & Streamlit

Master image captioning by building CNN-RNN models with TensorFlow, creating interactive Streamlit apps, and deploying on AWS for real-world social media applications.

• Coursera
• 4 hours 46 minutes
• On-Demand
• Paid Course

EDUCBA

Sentiment Analysis with RNNs in Keras

Master sentiment analysis using LSTM networks in Keras through hands-on implementation with the IMDB dataset, from preprocessing to model evaluation and prediction.

• Coursera
• 2 hours 41 minutes
• On-Demand
• Paid Course

LearnKartS

Become AI-Ready: Deep Learning Fundamentals

Discover how deep learning powers modern AI systems like ChatGPT through hands-on neural network training, backpropagation, and sequence modeling with RNNs and LSTMs.

• Coursera
• 8 hours 22 minutes
• On-Demand
• Paid Course

Master neural networks to generate human-like text using PyTorch, covering embeddings, RNNs, and LSTMs for sequential data processing and contextual text generation.

• Codecademy
• 3 hours
• On-Demand
• Free Trial Available