AI-Accelerated Product Development
Total time needed:
Understanding the characteristics and capabilities of GPT-3 and differences with the previous transformer based language models.
Potential Use Cases
natural language generation, summarization, question answering, classification
Who is This For ?
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1. Understanding the GPT-3
What is GPT-3 ?
How is GPT-3 different from previous transformer based architectures?
How GPT-3 uses Few shot learning and zero shot learning to eliminate fine-tuning and the need for large task specific datasets?
What are transformers ?
3. Introduction to Language Modelling
What is Language Modelling?
4. Few Shot Learning
What is few shot learning?
5. Approaches and Applications of Few Shot Learning
Where is few shot learning used?