Generative AI Language Modeling with Transformers
This course is part of multiple programs. Learn more.
Course Cost
Free course
Intermediate
Skill Level
8 Hours
Self-paced Video 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 Generative AI Engineering with LLMs 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
Implement attention mechanisms and positional encoding
Develop transformer models for text classification
Train GPT-like models for language translation
Master BERT pretraining with MLM and NSP
Create PyTorch implementations of transformers
Optimize transformer architectures for NLP tasks
Skills you'll gain
This course includes:
1.77 Hours PreRecorded video
6 assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate

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There are 2 modules in this course
This comprehensive course covers the fundamentals and advanced concepts of transformer architecture for natural language processing. Students learn about positional encoding, attention mechanisms, and transformer implementations using PyTorch. The curriculum includes both encoder-based (BERT) and decoder-based (GPT) models, with hands-on practice in text classification, language translation, and model training. Through practical labs, learners gain experience in implementing attention mechanisms, preparing data, and fine-tuning transformer models.
Fundamental Concepts of Transformer Architecture
Module 1 · 3 Hours to complete
Advanced Concepts of Transformer Architecture
Module 2 · 5 Hours to complete
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: IBM AI Engineering Professional Certificate, Generative AI Engineering with LLMs, IBM Generative AI Engineering Professional Certificate
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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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