Under The Umbrella
Programming Languages
Software Development Methodologies
Big Data
Data Cleaning and Preprocessing
100

Name 3 counties that Travelers has offices in.

United Kingdom, Ireland, Singapore, China, Canada, Brazil, and USA

100

This language, named after a comedy group, is known for its readability and wide use in data science.

Python

100

This Agile framework divides work into sprints, usually lasting two to four weeks.

Scrum

100

This popular open-source tool, often paired with Python, is widely used for data analysis and visualization in notebook format.

Jupyter Notebook

100

This term refers to missing or incomplete values in a dataset.

Null values

200

What Year was Travelers founded?

1864

200

This language, originally developed for web browsers, has since become a staple for front-end and back-end development.

JavaScript

200

This development model is a sequential design process, often compared to a cascading flow.

Waterfall

200

This distributed storage and processing framework, developed by Apache, is widely used for big data.

Hadoop

200

In data wrangling, this process removes duplicate values to prevent data redundancy.

What is deduplication

300

He was the Hartford businessman who founded Travelers.

James G. Batterson

300

Known for its "write once, run anywhere" capability, this language is used widely for Android development.

Java

300

This Agile practice involves having two programmers work at a single workstation.

Pair programming  

300

This data manipulation library in Python, named after a panel data concept, is essential for data processing.

Pandas

300

This term describes altering data to fit within a specified range, often to 0-1, which helps in machine learning model performance.

Normalization

400

Modern Fire Insurance was invented in what City?

London

400

This language was developed by Microsoft as part of its .NET framework.

C#

400

This Agile event, often held daily, is a brief meeting where team members share updates and identify obstacles.

What is a stand-up or daily scrum

400

This chart type, often used for showing distributions, breaks data into bins and displays frequency counts.

Histogram

400

This technique replaces missing data by calculating a statistical measure, such as the mean or median, of a feature.

Imputation

500

What Year was the Travelers Tower in Hartford Built?

1919

500

Created at Google, this language is commonly used for systems programming and known for its simplicity and efficiency.

Go

500

This visual framework for managing complex projects divides tasks into "To Do," "In Progress," and "Done" column.

What is a Kanban board?

500

This big data processing framework, known for its speed, was developed at UC Berkeley’s AMPLab.

Apache Spark

500

This process detects and corrects data errors caused by inconsistent or incorrect formatting in a dataset.

Data cleansing

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