Questions
- What is machine learning and how it being used in the capital market? Explain in brief.
- What is logistic regression and in which form does it generate its output?
- Write a small piece of code to use a neural network for any stock time series.
- How does a confusion matrix explain the accuracy of a model?
- How do you standardize data and why is it important in the model building process?
- How is support vector machine different from logistic regression?
- Explain supervised and unsupervised learning and how to use these techniques in algorithmic trading.
- Write a small piece of code for the k means algorithm using any one stock closing price.
- Apart from
confusionMatrix()
, what is the other function to calculate classification and misclassification matrices? ...
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