Long short-term memory (LSTM) Courses and Certifications

Venelin Valkov

LSTM Time Series Prediction Tutorial Using PyTorch in Python - Coronavirus Daily Cases Forecasting

Learn to predict future Coronavirus cases using real-world data with Venelin Valkov's tutorial. Master LSTM time series forecasting with PyTorch in Python in just 1-2 hours.

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

tinyML

A Technique for Extreme Compression of LSTM Models

Learn extreme compression techniques for LSTM models using sparse structured additive matrices in this less than 1-hour webcast by tinyML. Gain insights into structured matrices, doping, and co-matrix dropout regularization.

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

StatQuest with Josh Starmer

Long Short-Term Memory with PyTorch + Lightning

Learn to code an LSTM unit from scratch and train it with PyTorch and Lightning in less than an hour with StatQuest. Gain insights on adding training epochs and visualizing results.

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

StatQuest with Josh Starmer

Long Short-Term Memory (LSTM), Clearly Explained

Learn to handle large sequences of data using Long Short-Term Memory (LSTM) with StatQuest's under 1-hour material. Understand LSTM stages and see it in action with real data.

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

Krish Naik

LSTM Recurrent Neural Network In Depth Intuition

Krish Naik offers a concise, less than 1-hour deep dive into LSTM Recurrent Neural Networks, covering memory cells, pointwise operations, and input/output layers.

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

Jeff Heaton

Programming LSTM with Keras and TensorFlow

Learn to program LSTM and GRU for NLP and time series prediction with Keras and TensorFlow in under an hour with Jeff Heaton.

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

Stanford Seminar - Transformers in Language: The Development of GPT Models Including GPT-3

This course explores how to use unsupervised learning, recurring neural nets, and generative models to generate content and analyze data. It will cover topics like Big LSTM, Transformer, GPT, IGPT, and HumanEval.

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

Natural Language Processing with Sequence Models

1100 ratings at Coursera

Learn to train neural networks for sentiment analysis, text generation, and entity recognition in this 4-week course by DeepLearning.AI. Also, design NLP applications like chatbots.

• Coursera
• 21 hours 14 minutes
• On-Demand
• Free Online Course (Audit)

New York Institute of Finance;  Google Cloud;  Google

Reinforcement Learning for Trading Strategies

222 ratings at Coursera

Learn to build trading strategies using reinforcement learning with this 3-week course from the New York Institute of Finance. Requires advanced Python skills and financial market knowledge.

• Coursera
• 12 hours 16 minutes
• On-Demand
• Free Online Course (Audit)

Deep Learning Bootcamp with 5 Capstone Projects

214 ratings at Udemy

Master Deep Learning with this 7-hour bootcamp, covering ANN, CNN, RNN, LSTMs, and real-world capstone projects. Gain hands-on experience and confidence to work independently.

• Udemy
• 6 hours 31 minutes
• On-Demand
• Paid Course

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

65 ratings at Udemy

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

• Udemy
• 2 hours 43 minutes
• On-Demand
• Paid Course

Advanced Computer Vision and Deep Learning

1 review

Learn to apply deep learning architectures to computer vision tasks. Discover how to combine CNN and RNN networks to build an automatic image captioning application.

• Udacity
• 9 hours
• On-Demand
• Paid Course

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

Applied AI for IT Operations

137 ratings at LinkedIn Learning

Solve common challenges in IT operations using the power of AI. Review use cases in the world of IT ops and learn how to apply AI technologies to address key problems.

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

Deep Learning with Keras - Python

Master deep learning models using Python's Keras library in this 1-2 hour series. Learn about neural networks, activation functions, and implement a chatbot using Word2vec and LSTM.

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