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Intro to AI Transformers

Via Codecademy

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Overview

"Intro to AI Transformers" is a beginner-friendly course that introduces the foundational concepts behind transformer models—one of the most powerful architectures in modern artificial intelligence. Designed for students, developers, and AI enthusiasts, this course breaks down how transformers work and why they are the backbone of large language models like GPT, BERT, and T5. Participants will learn key concepts such as attention mechanisms, positional encoding, encoder-decoder architecture, and how transformers differ from traditional neural networks like RNNs or CNNs. The course...

Syllabus

  • Transformers: the "T" in GPT: Learn about transformers, the "T" in GPT.
    • Lesson: Transformers: The 'T' in GPT
    • Quiz: Introduction to Transformers Quiz
  • Exploring Transformers with Hugging Face: Apply transformers to text generation and sentiment analysis using Hugging Face's libraries.
    • Lesson: Exploring Transformers with Hugging Face
    • Quiz: Exploring Transformers Quiz
    • Article: Carbon Footprints of Transformer Models
    • Project: Exploring Transformers and their Carbon Footprint
    • Informational: Next Steps
Intro to AI Transformers
Go to Class

via Codecademy

2 hours

Paid Certificate Available

English

On-Demand

Intermediate

Instructor

Code Cademy

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