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Informatics Practices · Class 11 Optional

Ch 2Emerging Trends — Class 11 Informatics Practices, concept-first.

Computers have been part of our lives for a long time, but the world of computing never stands still. New technologies and fresh initiatives appear with each passing day, and the digital landscape keeps reshaping itself around them.

25

Q&A

16

Concepts

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Key concepts

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Natural Language Processing

Imagine you're talking to a friend. You hear sounds, recognise words, understand meaning, catch sarcasm, and reply. Now imagine teaching a computer to do the same — to read, hear, interpret, and generate human language.

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Chapter contents

The NCERT structure, section by section. Open a section to see its questions, then read the concept-first solution.

2.1

Introduction to Emerging Trends

Computers have been part of our lives for a long time, but the world of computing never stands still. New technologies and fresh initiatives appear with each passing day, and the digital landscape kee…

2.2

Artificial Intelligence (AI)

Some of the most striking technology in your daily life works quietly in the background, making decisions that once only a human could make. Consider two familiar situations.

2.2.1

Machine Learning

A computer program normally does only what a human has explicitly told it to do, step by step. Machine Learning (ML) breaks that limitation.

2.2.2

Natural Language Processing (NLP)

Every time your search engine suggests the next word of your sentence while you are still typing the keywords, or a spell-checking feature flags a misspelt word, you are watching Natural Language Proc…

2.2.3

Immersive Experiences

Watching a film in three-dimensional (3D) videography has raised the joy of the theatre experience to a new level, and video games are being developed with the same ambition — to pull the player insid…

2.2.4

Robotics

2 Q

A robot is, at its core, a machine that can carry out one or more tasks automatically, with accuracy and precision. Many machines run automatically, so automation alone is not what defines a robot.

2.3

Big Data

Technology has made its way into almost every sphere of our lives, and one consequence is that data is now being produced at a colossal rate.

2.3.1

Characteristics of Big Data

What makes a data set "big data" rather than merely a large database? Big data is distinguished from traditional data by five characteristics, shown in Figure 2.9 and easily remembered as the five V's…

2.3.2

Data Analytics

Collecting and storing enormous amounts of data achieves nothing on its own — the benefit appears only when someone examines that data and extracts meaning from it.

2.4

Internet of Things (IoT)

A computer network, as commonly understood, is a network of computers: laptops, desktops, servers and portable devices such as tablets, smartphones and smartwatches, connected by wire or wirelessly, c…

2.4.1

Web of Things (WoT)

The Internet of Things solves one problem and immediately creates another. IoT lets a person interact with many different devices over the Internet using a smartphone or computer, which effectively bu…

2.4.2

Sensors

A sensor is the sense-organ of a smart device: it picks up something happening in the physical world and turns it into information a machine can act on.

2.4.3

Smart Cities

Rapid urbanisation is loading cities beyond what traditional management can handle, and the smart city is technology's answer: run the city itself on computing, communication and connected sensing, so…

2.5

Cloud Computing

Every computer has limits: only so much storage, only so much processing power, and everything on it is tied to that one machine.

2.5.1

Cloud Services

The clearest way to understand the cloud is to treat everything as a service. A service is simply any facility the cloud provides — a machine, a ready-made environment, or a finished application.

2.6

Grid Computing

Suppose a research problem needs more computing power than any single affordable machine can supply. One answer is to make many ordinary machines act as one extraordinary machine.

2.7

Blockchains

When you book a train ticket or transfer money at a bank, your transaction is recorded in a centralised database: all the data sits in one central location, and transactions are updated on it one by o…

Summary

- Artificial Intelligence endeavours to simulate the natural intelligence of human beings into machines, thus making them intelligent.

Exercises

+Show 15 questions15 questions
  1. Q1List some of the cloud-based services that you are using at present.Free
  2. Q2What do you understand by the Internet of Things? List some of its potential applications.Free
  3. Q3Write a short note on the following: a) Cloud computing b) Big data and its characteristicsFree
  4. Q4Explain the following along with their applications. a) Artificial Intelligence b) Machine LearningPreview
  5. Q5Differentiate between cloud computing and grid computing with suitable examples.Preview
  6. Q6Justify the following statement- ‘Storage of data is cost effective and time saving in cloud computing.’Preview
  7. Q7What is on-demand service? How it is provided in cloud computing?Preview
  8. Q8Write examples of the following: a) Government provided cloud computing platform b) Large scale private cloud service providers and the serv…Preview
  9. Q9A company interested in cloud computing is looking for a provider who offers a set of basic services such as virtual server provisioning and…Preview
  10. Q10Which is not one of the features of IoT devices? a) Remotely controllable b) Programmable c) Can turn themselves off if necessary d) All of…Preview
  11. Q11If Government plans to make a smart school by applying IoT concepts, how can each of the following be implemented in order to transform a sc…Preview
  12. Q12Five friends plan to try a startup. However, they have a limited budget and limited computer infrastructure. How can they avail the benefits…Preview
  13. Q13Governments provide various scholarships to students of different classes. Prepare a report on how blockchain technology can be used to prom…Preview
  14. Q14How IoT and WoT are related?Preview
  15. Q15Match the following: | Column A | Column B | |---|---| | You got a reminder to take medication | Smart Parking | | You got a sms alert that…Preview

Think and Reflect