Professional Courses
Industry-relevant training in Business, Technology, and Design to help professionals and graduates upskill for real-world careers.
Categories
Interactive Games
Fun, engaging games to boost memory, math fluency, typing speed, and English skills—perfect for learners of all ages.
Typing
Memory
Math
English Adventures
Knowledge
Enroll to start learning
You’ve not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take practice test.
Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is a Transformer in the context of NLP?
💡 Hint: Think about how it relates to handling sentences.
Question 2
Easy
Define self-attention.
💡 Hint: Consider how it helps understand sentences better.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is the primary mechanism used in Transformers to determine the relationships between words?
- Recurrent Neural Networks
- Self-attention
- Convolutional Layers
💡 Hint: Think about how models manage context.
Question 2
True or False: Transformers require sequential processing like RNNs.
- True
- False
💡 Hint: Consider how Transformers handle input.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a basic Transformer architecture for a sentiment analysis task. Explain what components you would include and their roles.
💡 Hint: Think about how the input needs to be transformed and understood.
Question 2
Evaluate the advantages of using Transformers versus RNNs in terms of processing efficiency.
💡 Hint: Consider the implications of processing time and data handling.
Challenge and get performance evaluation