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Offered By: IBMSkillsNetwork

Learn Recurrent Neural Networks Hands-On

In the real world, data often comes in sequences: text, speech, time-series data, and more. RNNs are the key to understanding and working with these sequential data types. By taking this course, you'll gain the essential knowledge and skills to handle and model sequences effectively. You will discover how RNNs revolutionize natural language processing, time series analysis, and more.

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Course

Artificial Intelligence

163 Enrolled
4.5
(18 Reviews)

At a Glance

In the real world, data often comes in sequences: text, speech, time-series data, and more. RNNs are the key to understanding and working with these sequential data types. By taking this course, you'll gain the essential knowledge and skills to handle and model sequences effectively. You will discover how RNNs revolutionize natural language processing, time series analysis, and more.

This course is captivating for anyone interested in artificial intelligence, data science, or machine learning. If you've ever been fascinated by machines that can understand and generate human language, RNNs are at the core of these language models. This course will empower you to work on NLP tasks like sentiment analysis, chatbots, and machine translation. Time series data is everywhere, from financial markets to climate patterns. RNNs excel at modeling and forecasting time-dependent data. By taking this course, you'll be equipped to tackle real-world problems in fields like finance or weather forecasting and much more

Enroll and don't miss the chance to be at the forefront of AI innovation.

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Course Syllabus

Topics that will be cover in the course
  • Types of Sequential Data
  • Recurrent Neural Networks
  • Long Short-Term Memory
  • Word Embeddings¬†

Recommended Skills Prior to Taking this Course

A good understanding of Keras, Linear Regression and Classification and Neural Networks Principles in addition to Python programming language.

Estimated Effort

3 Hours

Level

Intermediate

Skills You Will Learn

Artificial Intelligence, Deep Learning, Keras

Language

English

Course Code

AI0202EN

Released

September 01, 2023

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