Sequence Models
Master sequence models for NLP, speech recognition, and machine translation. Learn RNNs, LSTMs, and attention mechanisms.
Course Cost
Free course
Intermediate
Skill Level
35 Hours
Self-paced lessons
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Deep Learning Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
What you'll learn
Build and train Recurrent Neural Networks (RNNs) and their variants
Implement natural language processing systems using word embeddings
Apply sequence models to audio applications
Work with RNN architectures like LSTM and GRU
Utilize attention mechanisms for advanced NLP tasks
Skills you'll gain
This course includes:
5.8 Hours PreRecorded video
4 assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
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There are 4 modules in this course
This comprehensive course focuses on sequence models and their applications in speech recognition, music synthesis, chatbots, machine translation, and natural language processing. Students learn to build and train Recurrent Neural Networks (RNNs) and their variants like GRUs and LSTMs. The course covers character-level language modeling, word embeddings, and transformer models for various NLP tasks including Named Entity Recognition and Question Answering.
Recurrent Neural Networks
Module 1 · 11 Hours to complete
Natural Language Processing & Word Embeddings
Module 2 · 8 Hours to complete
Sequence Models & Attention Mechanism
Module 3 · 8 Hours to complete
Transformer Network
Module 4 · 8 Hours to complete
Fee Structure
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
Frequently asked Questions
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