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Module 1 Overview

Total questions: 10

Worksheet time: 5mins

Name
Class
Date
1.

Identify the feature that distinguishes semi-structured data from traditional relational data models:

a)

A strict separation between data and schema is enforced

b)

It conforms to normalized relational schemas across all entities

c)

Tags are used to segregate semantic elements and enforce hierarchical records

d)

All entities in the same class must share an identical set of attributes

2.

Refer to the XML example of a bookstore. Which element is the root of the document?

a)

b)

c)

</p></span></div></div><div class="option" data-v-c6b25a85><span data-v-c6b25a85>d)</span><div class="flex flex-col gap-2 items-start" data-v-c6b25a85><!----><span data-v-c6b25a85><p><?xml version="1.0"?></p></span></div></div><!--]--></div><!--[--><!--]--></div></div></div><div class="text-sm flex flex-col mt-8 no-break-within hide-question question-render b-a-auto relative w-full" data-v-e8d754ca><!----><div class="mcq flex gap-4 [question.structure.kind !== QuestionType.FLASHCARD ? 'items-baseline relative'] text-sm" fontsize="L" repaintflag="true" swapfrontwithback="false" showonlyfront="false" data-v-e8d754ca data-v-c6b25a85><div class="flex items-start justify-end" data-v-c6b25a85>3.</div><div class="flex flex-col gap-4 flex-grow" data-v-c6b25a85><div class="flex-col flex items-start gap-4" data-v-c6b25a85><!----><div data-v-c6b25a85><p>According to the Module 1 outline, which area contrasts legacy approaches with modern data paradigms?</p></div></div><div class="options" data-v-c6b25a85><!--[--><div class="option" data-v-c6b25a85><span data-v-c6b25a85>a)</span><div class="flex flex-col gap-2 items-start" data-v-c6b25a85><!----><span data-v-c6b25a85><p>Traditional Business Intelligence vs Big Data</p></span></div></div><div class="option" data-v-c6b25a85><span data-v-c6b25a85>b)</span><div class="flex flex-col gap-2 items-start" data-v-c6b25a85><!----><span data-v-c6b25a85><p>Relational Databases vs Spreadsheet Tools</p></span></div></div><div class="option" data-v-c6b25a85><span data-v-c6b25a85>c)</span><div class="flex flex-col gap-2 items-start" data-v-c6b25a85><!----><span data-v-c6b25a85><p>Batch Processing vs Stream Processing</p></span></div></div><div class="option" data-v-c6b25a85><span data-v-c6b25a85>d)</span><div class="flex flex-col gap-2 items-start" data-v-c6b25a85><!----><span data-v-c6b25a85><p>Cloud vs On‑premises Networking</p></span></div></div><!--]--></div><!--[--><!--]--></div></div></div><div class="text-sm flex flex-col mt-8 no-break-within hide-question question-render b-a-auto relative w-full" data-v-e8d754ca><!----><div class="mcq flex gap-4 [question.structure.kind !== QuestionType.FLASHCARD ? 'items-baseline relative'] text-sm" fontsize="L" repaintflag="true" swapfrontwithback="false" showonlyfront="false" data-v-e8d754ca data-v-c6b25a85><div class="flex items-start justify-end" data-v-c6b25a85>4.</div><div class="flex flex-col gap-4 flex-grow" data-v-c6b25a85><div class="flex-col flex items-start gap-4" data-v-c6b25a85><!----><div data-v-c6b25a85><p>According to the XML example, what is the price of the book with <title lang="en">The Great Gatsby?

a)

9.99

b)

10.99

c)

12.99

d)

19.25

5.

Which representation uses angle-bracket tags to define elements and attributes: the provided XML or the provided JSON?

a)

The provided XML

b)

The provided JSON

c)

Both representations

d)

Neither representation

6.

You are building a system to find patterns in customer reviews and chat logs. Which technique list aligns with methods introduced for analyzing unstructured data?

a)

Association rule mining, regression analysis, collaborative filtering; text analytics; NLP; noisy text analysis; manual tagging with metadata; part-of-speech tagging; UIMA platform

b)

Sorting algorithms, B-tree indexing, ACID transaction logging; star schema design; OLAP cube generation

c)

Fourier transforms only, Kalman filtering only, and PID control tuning

d)

Primary key selection, foreign key constraints, and third normal form normalization

7.

Which characteristic of data focuses on the structure, including source, granularity, types, and whether the data is static or real-time streaming?

a)

Composition

b)

Condition

c)

Context

d)

Correlation

8.

In the provided timeline figure, which era is associated with being data driven and handling structured, unstructured, and multimedia data?

a)

1970s and before

b)

1980s and 1990s

c)

2000s and beyond

d)

Pre-1960s

9.

Which sequence best reflects the progression outlined: from early storage to modern data landscapes?

a)

Cloud-native systems → Mainframes → Relational databases

b)

Mainframes with basic storage → Relational databases enabling data-intensive applications → Data-driven era with structured, unstructured, and multimedia data

c)

Relational databases → Mainframes → WWW and IoT

d)

IoT proliferation → Mainframes → Data centers

10.

Based on the Hadoop environment figure, which targets are shown receiving outputs from Hadoop?

a)

Only OLAP cubes and dashboards

b)

HDFS, Operational systems, Data warehouse, Data marts, ODS

c)

Legacy systems and third‑party apps only

d)

Mobile apps and content delivery networks