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 the primary purpose of word embeddings?
💡 Hint: Consider how computers handle language.
Question 2
Easy
How does the Skip-gram model function in word2vec?
💡 Hint: Think about what the model uses as input.
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 does word2vec primarily do?
- Generates images
- Finds word meanings
- Creates word embeddings
💡 Hint: Think about word representation.
Question 2
True or False: GloVe uses local word contexts to create word vectors.
- True
- False
💡 Hint: Consider the difference between local and global statistics.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
A company wants to implement sentiment analysis using an NLP model. Discuss whether they should use static or contextual embeddings and justify your choice.
💡 Hint: Think about how emotions can change in different contexts.
Question 2
Imagine you need to build a chatbot that understands varied phrasing related to banking services. Discuss which embedding technique would be most suitable and why.
💡 Hint: Consider how phrases can be interpreted in multiple ways.
Challenge and get performance evaluation