Sequence Models Courses and Certifications

Yannic Kilcher

Not All Memories Are Created Equal - Learning to Forget by Expiring

Explore Facebook AI's Expire-Span, a Transformer XL variant that dynamically assigns expiration dates to signals, enabling efficient handling of long sequences while maintaining performance and reducing resource consumption.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Customising your models with TensorFlow 2

188 ratings at Coursera

Deepen TensorFlow skills to create custom deep learning models. Learn advanced APIs, complex architectures, and flexible data workflows. Develop a neural translation model in the capstone project.

• Coursera
• 1 day 3 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Natural Language Processing

Explore cutting-edge NLP techniques to analyze text, build language models, and create AI applications. Gain hands-on experience in sentiment analysis, machine translation, and chatbot development.

• Coursera
• 17 weeks, 8 hours a week
• On-Demand
• Paid Course
• 4 courses

Natural Language Processing with Sequence Models

1129 ratings at Coursera

Train neural networks for sentiment analysis, text generation, named entity recognition, and question comparison using advanced NLP techniques like GLoVe embeddings, GRUs, LSTMs, and Siamese models.

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

Introduction to Vertex Forecasting and Time Series in Practice

Learn to build forecasting solutions using Google Cloud, covering sequence models, time series analysis, and end-to-end workflows with Vertex AI. Gain practical skills through retail use cases and hands-on model development.

• Coursera
• 15 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

Recurrent Neural Networks

143 ratings at LinkedIn Learning

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

• LinkedIn Learning
• 1 hour 7 minutes
• On-Demand
• Free Trial Available

Vertex Forecasting and Time Series in Practice

Learn to build forecasting solutions using Google Cloud, covering sequence models, time series analysis, and end-to-end workflows with Vertex AI. Gain practical skills through retail use cases and hands-on model development.

• Google Cloud Skills Boost
• 1 day
• On-Demand
• Paid Course

Mastering Natural Language Processing (NLP) with Deep Learning

Dive into text data analysis, preprocessing, word embeddings, sequence models and transformers. This course will teach you how to use the power of NLP with deep learning techniques.

• Pluralsight
• 42 minutes
• On-Demand
• Free Trial Available

Introduction to Vertex Forecasting and Time Series in Practice

This course is an introduction to building forecasting solutions with Google Cloud.

• Pluralsight
• 3 hours 2 minutes
• On-Demand
• Free Trial Available

시퀀스 모델

시퀀스 모델, RNN, LSTM 등을 학습하여 음성 인식, 기계 번역, NLP 등 다양한 애플리케이션에 적용하는 방법을 배웁니다. 실습을 통해 최신 AI 기술을 경험할 수 있습니다.

• Coursera
• 1 day 16 hours 53 minutes
• On-Demand
• Free Online Course (Audit)

Vertex Forecasting and Time Series in Practice

This course is an introduction to building forecasting solutions with Google Cloud. You start with sequence models and time series foundations.

• Pluralsight
• 3 hours 1 minute
• Finished
• Free Trial Available