What is data science and how does it relate to AI?

Data science utilizes AI tools.

• Extracts insights from data.

• Analyzes large data sets.

• Supports AI development processes.

Fill in the blank: Data science techniques in ___ enable deeper understanding of genetic issues in disease research.

Genomics

Explain the difference between High-Code, Low-Code, and No-Code AI.

High-Code, Low-Code, No-Code differ.

• High-Code needs full coding skills.

• Low-Code simplifies coding for users.

• No-Code requires no coding at all.

True or False: No-Code AI platforms are primarily designed for professional software developers.

False

No-Code AI platforms are user-friendly.

• Designed for non-developers.

• No coding skills needed.

• Empowers wider audience.

What role does data science play in targeted advertising?

Data science enhances targeted advertising.

• Identifies audience behaviors.

• Optimizes ad placements.

• Increases engagement rates.

Riddle: I help you find products online, based on what you like and what you’ve searched before. What am I?

Website recommendation systems.

What are the potential drawbacks of using No-Code tools?

No-Code Tools Have Drawbacks

• Limited design flexibility exists.

• Users may trust automation too much.

• Security practices may be neglected.

Fill in the blank: Descriptive statistics includes measures such as mean, median, and ___.

Mode

Explain how data science contributes to the healthcare industry.

Data science enhances healthcare effectiveness.

• Identifies tumors quickly.

• Analyzes medical images accurately.

• Improves patient treatment outcomes.

What is the Orange data mining tool used for?

Orange is a data mining tool.

• Visualizes data intuitively.

• Supports predictive modeling processes.

• Ideal for education and research.

What is the primary goal of data science?

The primary goal of data science is to extract meaningful insights and information from data using modern tools and techniques.

Fill in the blank: High-Code development refers to traditional software development where programmers write code manually using programming languages like ___ and ___.

Java, Python