Define the question

Create reproducible code

Challenge results

All of the Mentioned

Raw data is original source of data

Preprocessed data is original source of data

Raw data is the data obtained after processing steps

None of the Mentioned

answer

question

data

none of the Mentioned

a) Data science is extracting meaning from large data sets in order to provide insights to support decision-making

b) Data science is using computers to analyse data and to perform calculations on the data to produce information

c) Data science is performing experiments and recording the data produced by those experiments

d) Data science is writing code to make sure that any inaccuracies in data sets are spotted and removed (cleaned)

A. Presenting related data so that a user can see individual items of data

B. Making sure that data is accessible and that no data is hidden

C. A visual representation that communicates relationships among the data

D. A collection of graphs that tell a story when put together

Graph chart

Pie chart

Line chart

Bar chart

Graph chart

Pie chart

Line chart

Bar chart

Python

SQL

Tableau

Hadoop

Numpy

Pandas

Matplotlib

Scikit-learn

To make data look nice

To remove errors and inconsistencies from data

To store data securely

To analyze data

A collection of data

A type of algorithm

A programming language

A data visualization tool

A value that is zero

missing or undefined value

A placeholder for future data

A duplicate value

Teaching machines to perform tasks

Machines learning from data

Machines replacing humans

All of the above