Data Science Tools
Which of these are considered common uses for data science visualization tools?
Discover new features Explore information
Coverage is a key data science tool consideration. What does coverage refer to?
The platform's core capabilities
When using data science tools to perform text exploration, what kind of data is typically being analysed?
Unstructured data
Which of these are valid benefits of deploying cloud-based tools?
Reliability Availability Scalability
Which of these are typical functionalities of DevOps?
Integration Testing Deployment
In which step in the data science workflow would one typically perform feature engineering?
Explore/clean data
When using a data science database tool to acquire streaming data from a device, when is the data processing typically performed?
In real-time
Working within DevOps for data science, which types of resources would be subject to automated testing?
Model Performance Data quality
Which of these are valid challenges of deploying cloud-based tools?
Network latency security regulatory complaince
A data science platform must provide an environment flexible enough to integrate a variety of tools and tool types including which key programming languages?
R Python
When deploying data science tools, software engineering best practices should be adhered to. Which type of tool would you use for centralized management of code?
Version Control