Question 1

What's the difference between machine learning and data science?

Accepted Answer

Data science is a broader field encompassing data collection, cleaning, and visualisation, while machine learning is a subset focused on predictive modelling.

Question 2

How can data science help in natural disaster prediction and response?

Accepted Answer

Data science can analyse weather data, sensor readings, and historical information to predict disasters, allocate resources, and plan disaster responses.

Question 3

What is the role of data science in financial markets?

Accepted Answer

Data science is crucial in financial markets for risk assessment, fraud detection, algorithmic trading, and portfolio optimization.

Question 4

Can data science be used for social impact and non-profit work?

Accepted Answer

Data science is invaluable for non-profits in areas like fundraising, resource allocation, and understanding social issues through data analysis.

Question 5

Is there a shortage of data scientists in the job market?

Accepted Answer

Yes, there's a high demand for data scientists, and the job market often struggles to meet this demand, making it a promising field for career growth.

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