Data Analytics Fundamentals

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What is data analytics according to Merriam-Webster Dictionary?

The factual information used as a basis for reasoning, discussion, or calculation

What is the unit value of 1 kilobyte?

1024 bytes

What type of data analysis comprises predicting the occurrence of an event or the likely outcome of an event?

Predictive analysis

How many bytes are in 1 gigabyte?

1024 megabytes

What type of data analysis includes statistical functions such as counts, max, min, and percent?

Descriptive analysis

What is the term for the information output by a sensing device or organ that includes both useful and irrelevant or redundant information?

Data output

What is the main characteristic of big data that makes it challenging to manage?

Its variety, velocity, and volume

What is the estimated amount of data predicted to be created globally in 2025?

181 zettabytes

What percentage of data on the internet is unique?

10%

What is the primary goal of data analytics?

To extract meaningful insights from data

How much data does an internet user generate per second?

1 megabyte (MB)

What percentage of daily internet data is unstructured?

80-90%

What is the primary purpose of Artificial Narrow Intelligence (ANI)?

To perform a specific task it was designed and trained for

Which of the following companies uses data to provide better banking services?

Banks and financial institutions

What is the term for an AI that can understand and learn any intellectual task that a human being can?

Artificial General Intelligence (AGI)

What is the purpose of Content Classification by Clarifai?

To classify content

What is the term for an AI that surpasses human intelligence and can perform any task better than a human?

Artificial Superintelligence (ASI)

Which of the following AI models has limited memory and gets smarter as it receives more data?

Limited Memory

Which technology enables a car to steer, accelerate and brake automatically within its lane?

TESLA AUTOPILOT

What is the name of the virtual assistant technology developed by Amazon in 2014?

ALEXA

Which of the following AI models is a humanoid robot?

SOPHIA

What is the purpose of Chat Generative Pre-Trained Transformer (ChatGPT)?

Refine and steer a conversation towards a desired length, format, style, level of detail, and language

What is the characteristic of a Theory of Mind?

Have the potential to understand the world

Which of the following is an example of a smart assistant?

Socratic

What is the primary goal of machine learning in media streaming?

To tailor experiences to individual users' preferences and behaviors

Which of the following companies is known for its autonomous cars?

All of the above

What is the primary function of facial recognition technology?

To recognize and verify human faces

What is the main benefit of using machine learning in text editors?

To automate the process of content generation

Which of the following is a characteristic of machine learning?

It adapts through progressive learning algorithms

What is the main advantage of using machine learning in navigation apps?

It enables real-time traffic alerts and route optimization

Test your understanding of data analytics concepts, including the definition, types, and uses of data. Learn how data is used as a basis for reasoning, discussion, and calculation, and explore its applications in various fields.

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