Big Data and Machine Learning in Finance Quiz

Question 1 of 10

1. Question

Which of the following is not a typical type of analytics?

Descriptive analytics
Predictive analytics
Prescriptive analytics
Deductive analytics

Question 2 of 10

2. Question

In the machine learning paradigm, which of the following is the output?

Answers
Rules
Data
Cash

Question 3 of 10

3. Question

From the data science Venn diagram by Drew Conway, which of the following is not one of the three components?

Hacking skills
Math and statistics knowledge
Substantive expertise
Regulations

Question 4 of 10

4. Question

Machine learning is NOT ideal for

problems that require a lot of hand-tuning or long list of rules
pattern discovery
simple problems
an evolving environment: adapts to new data

Question 5 of 10

5. Question

Which of the following is NOT a classification algorithm?

Linear regression
Tree based
Bagging
Boosting

Question 6 of 10

6. Question

Which of the following is not a driver of AI revolution?

Big data
More powerful computing power
Better algorithms
Autonomous cars

Question 7 of 10

7. Question

Which of the following is not a type of Machine Learning Algorithm?

Unsupervised
Supervised
Semi-supervised
Visualisation

Question 8 of 10

8. Question

Which is not a challenge for Algorithm trading?

difficult to monitor and regulate due to speed
difficult to explain for block box models
Data quality: Garbage In Garbage Out
Computer can process voluminous data efficiently

Question 9 of 10

9. Question

Which of the following is not a benefit of Automated Review of loan and credit?

Slow
Productivity
Financial inclusion
Competitive advantage

Question 10 of 10

10. Question

Which of the following is a NOT common data used to train fraud detection algorithms?

Amount
Time
Place
Gender