Data Science Essentials Quiz

Froggy Jumps

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Test your data science basics.

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Prajna Sookdeo

South Africa

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Froggy Jumps Data Science Essentials QuizVersion en ligne Test your data science basics. par Prajna Sookdeo 1 What is Data Science? a A programming language for data tasks b A type of data storage system c An interdisciplinary field using methods to extract knowledge from data 2 Name the three core circles in the Data Science Venn Diagram. a Data Entry, Analysis, Reporting b Programming, Design, Marketing c Hacking Skills, Math & Statistics, Substantive Expertise 3 Which library is built on NumPy for data manipulation in Python? a Pandas b SciPy c Matplotlib 4 What are the four levels of data measurement? a Nominal, Ordinal, Interval, Ratio b Discrete, Continuous, Categorical, Quantitative c Text, Numeric, Boolean, Date 5 What is the first step in the Five Steps of Data Science? a Obtaining the Data b Modeling the Data c Asking an Interesting Question 6 Which language is prized for its simple syntax in data science? a Python b C++ c Java 7 What is supervised learning? a Rules written by programmers without data b The model learns from a labeled training dataset c Learning from unlabeled data only 8 Which plotting library is used for creating visualizations in Python? a Plotly b Seaborn c Matplotlib 9 What does the Law of Large Numbers describe? a As trials increase, observed probability approaches theoretical probability b All outcomes have equal probability c Probabilities become random 10 What is Linear Regression in ML? a An unsupervised dimensionality reduction method b A clustering algorithm c A supervised model that fits a line to predict a continuous target

Froggy Jumps

Data Science Essentials QuizVersion en ligne

Test your data science basics.

par Prajna Sookdeo

What is Data Science?

A programming language for data tasks

A type of data storage system

An interdisciplinary field using methods to extract knowledge from data

Name the three core circles in the Data Science Venn Diagram.

Data Entry, Analysis, Reporting

Programming, Design, Marketing

Hacking Skills, Math & Statistics, Substantive Expertise

Which library is built on NumPy for data manipulation in Python?

Pandas

SciPy

Matplotlib

What are the four levels of data measurement?

Nominal, Ordinal, Interval, Ratio

Discrete, Continuous, Categorical, Quantitative

Text, Numeric, Boolean, Date

What is the first step in the Five Steps of Data Science?

Obtaining the Data

Modeling the Data

Asking an Interesting Question

Which language is prized for its simple syntax in data science?

Python

C++

Java

What is supervised learning?

Rules written by programmers without data

The model learns from a labeled training dataset

Learning from unlabeled data only

Which plotting library is used for creating visualizations in Python?

Plotly

Seaborn

Matplotlib

What does the Law of Large Numbers describe?

As trials increase, observed probability approaches theoretical probability

All outcomes have equal probability

Probabilities become random

What is Linear Regression in ML?

An unsupervised dimensionality reduction method

A clustering algorithm

A supervised model that fits a line to predict a continuous target

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Data Science Essentials Quiz

Froggy Jumps

À propos de cette activité

Créé par

Téléchargez la version pour jouer sur papier

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Froggy Jumps

Data Science Essentials QuizVersion en ligne

par Prajna Sookdeo

What is Data Science?

Name the three core circles in the Data Science Venn Diagram.

Which library is built on NumPy for data manipulation in Python?

What are the four levels of data measurement?

What is the first step in the Five Steps of Data Science?

Which language is prized for its simple syntax in data science?

What is supervised learning?

Which plotting library is used for creating visualizations in Python?

What does the Law of Large Numbers describe?

What is Linear Regression in ML?

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