12 Questions
What is one of the research problems in big data science according to the text?
Big data classification
What are the three key characteristics of big data mentioned in the text?
Volume, velocity, and variety
What is one of the technological dilemmas in big data science mentioned in the text?
The nonexistence of technology that can manage and analyze dynamically growing massive data efficiently
What is one of the machine learning techniques mentioned in the text that is suitable for big data classification?
Decision tree learning
What is one of the dimensionality reduction techniques mentioned in the text?
Principal component analysis (PCA)
What technology is mentioned in the text that facilitates distributed machine learning?
Hadoop
What is data science primarily concerned with?
The management and analysis of data sets
What type of systems can produce massive amounts of data, or 'big data'?
All of the above
What is a challenge associated with 'big data'?
It is unstructured and hard to analyze
Which of the following industries or organizations is NOT mentioned as facing challenges with 'big data'?
Manufacturing industries
What is the purpose of the field of 'big data science'?
To address the challenges of managing and analyzing 'big data'
What is required for the advancement of 'big data science'?
A new direction in research and educational efforts
Explore an article by Mike Loukides on the O'reilly website that provides an overview of data science, covering topics such as data sources, data scalability, and the management and analysis of data sets to extract useful information. Learn about the systems that produce data in this emerging field.
Make Your Own Quizzes and Flashcards
Convert your notes into interactive study material.
Get started for free
