Big Data Analytics and Artificial Intelligence

Big Data Analytics and Artificial Intelligence

Poll

Which of the following describes "Data Analytics"?

• It is the process of examining data sets in order to find trends and draw conclusions about the information they contain.

• It is the pursuit of extracting meaning from raw data using specialized computer systems. These systems transform, organize, and model the data to draw conclusions and identify patterns.

• It is the broad field of using data and tools to make business decisions.

• It is a discipline focused on extracting insights from data, including the analysis, collection, organization, and storage of data, as well as the tools and techniques used to do so.

Multiple Select

Which of the following type of data analytics do you think have defined wrong?

• Descriptive Analytics defined what happened to the data.

• Using multiple prediction models, diagnostic analytics

  predict various outcomes and the best course of action for each outcome.

• Predictive Analytics predicts the occurrence of an event or forecast the future values using prediction models.

• Prescriptive Analytics aims to determine the reason why certain events needs to happen in the data

Big Data

• collections of datasets whose volume, velocity, or variety is so large that it is difficult to store, manage, process and analyze the data using traditional databases and data processing tools. 

• collection of data that is huge in volume, yet growing exponentially with time.

Types of Big Data

• Structured

• Unstructured

• Semi-structured

Multiple Choice

These data have no clear format in storage and not in the traditional database format.

• Structured

• Unstructured

• Semi-Structured

Multiple Choice

These are data already stored in the databases in an ordered manners

• Structured

• Unstructured

• Semi-Structured

Multiple Choice

These data are not in the usual database format but have the property of being easier to process.

• Structured

• Unstructured

• Semi-Structured

What is Big Data Analytics?

Open Ended

In your own words, what is Big Data Analytics?

How Big Data Analytics works?

Process of Big Data Analytics

• Collect

• Process

• Clean

• Analyze

Artificial Intelligence

Artificial

• Made by humans

• Not Naturally created

Intelligence

Ability to acquire knowledge or skills

What is Artificial Intelligence?

Fill in the Blank

Artificial Intelligence is the _________________________ in machines through programming to mimic and think like humans.

Artificial Intelligence

is the simulation of human intelligence in machines through programming to mimic and think like humans. 

Multiple Select

What are the three focus skills of humans that AI aims to integrate with the machine?

• Learning Process

• Motor skills

• Reasoning Process

• Self-Correction Process

Multiple Select

What are the types of AI according to ability?

• Artificial Narrow Intelligence

• Theory of Mind

• Artificial General Intelligence

• Artificial Super-Intelligence

• Self-Awareness

According to Ability

• Artificial Narrow Intelligence

• Artificial General Intelligence

• Artificial Super-Intellignce

Multiple Select

What are the types of AI according to functionality?

• Self-Awareness

• Theory of Mind

• Artificial Narrow Intelligence

• Limited Memory

• Self-Awareness

According to Ability

• Reactive Machines

• Limited Memory

• Theory of Mind

• Self-Awareness