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Go Back1. Have you used Tensorflow? Why is tensorflow useful for machine learning?
2. What is syntactic analysis and semantic analysis in the field of Natural Language Processing?
3. What is the 'bag-of-words' algorithm?
4. Demonstrate the 'bag of words' model and state the benefits and limitations of using this model.
5. Write a script to demonstrate stemming.
6. Write a script to demonstrate lemmatization.
7. Explain 'look ahead bias'.
8. Data cleaning - describe how would you 'clean' a dataset?
9. How would you analyze the quality of a dataset ?
10. Demonstrate how to normalize a data set.
11. Explain how you would analyze the performance of a machine learning algorithm.
12. Suggest how you would increase the performance of a machine learning algorithm.
13. Explain a scenario where you used a machine learning algorithm? And why was it necessary to use machine learning?
14. Demonstrate a random forest.
15. I have a data set containing images of cats and dogs. Suggest an algorithm that can be used to classify these images
16. What would you ask an advanced AI oracle/chat bot?