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1.4 Big Data Big Insight

"ज्ञान विज्ञान आणि सुस्ंकार यासाठी शिक्षण प्रसार " -शिक्षणमहर्षी प.पु.डॉ.बापुजी साळुंखे[cite: 7]

श्री स्वामी विवेकानंद शिक्षण संस्था ,कोल्हापूर[cite: 7]

Test No 01[cite: 7]

Class: - 12 th | Topic No:- 1.4 Big Data - Big Insightss | Mark:-12[cite: 7]

Questions[cite: 7]

Q. Read the extract and complete the activities given below. 12[cite: 7]
[Nowadays we have gadgets to monitor blood sugar,…………. on servers so that banks can manage transactions accordingly. ] Extract No. 03 Page No. 37 & 38 Total Words: 281[cite: 7]

A1) Complete the sentence with corrector information from the passage.[cite: 7]
Banking and finance sector use big data to predict and prevent...................[cite: 7]

A2) Complete the web diagram.

Big data helps the Doctors
..............
..............
..............
..............

A3) State the different ways how the big data helps finance sector.[cite: 7]

A4) Personal Response_.[cite: 7]
Give information about any mobile app that help us in investment or finance.[cite: 7]

A5) Do as directed.[cite: 7]
pharmaceutical companies would pay huge amount to receive the health. (Rewrite the sentence using _ used to).[cite: 7]
Big Data not only helps in predicting cybercrime but also in handling issues related missed transactions. (Rewrite the sentence using_ as well as).[cite: 7]

A6 Vocabulary.[cite: 7]
Find the synonyms of the following from the passage.
1) disease 2) medicine
3) care 4) exchange of funds.[cite: 7]

Model Answer Test No 01[cite: 8]

A1) cybercrimes, care fraud detection, aur chawal of audit tails.[cite: 8]

A2)

Big data helps the Doctors
Diagnosis of any element
beta analysis of health
monitoring outbreak of epidemics
to promote research

A3) big data helps the banking and finance sectors in different ways.[cite: 8] It is useful to decide investment pattern suitable plans for customers smooth functioning in banking and to manage transactions.[cite: 8]

A4) SBIMF Invest is a app for investment through State Bank of India.[cite: 8] It is useful mobile app for the customer.[cite: 8] It helps to informer easy e plans easy e money transfer and daily report of share market.[cite: 8] So, any person can invest for or better benefits without the help of agents and in sitting at home.[cite: 8] It also gave us weekly monthly and annually growth or decrease in share market so that customers can decide to withdraw investor in those plans.[cite: 8]

A5) 1) Pharmaceutical companies used to pay huge amount to receive the health.[cite: 8]
2) big data helps in predicting cyber-crime as well as in handling issues related missed transactions.[cite: 8]

A6) 1) ailment 2) drug
3)precaution 4) transaction.[cite: 8]

Framed by- Sidheshwar N Awad, Sant Tukaram jr. college Malharpeth.[cite: 7]

Test No 02[cite: 7]

Class:- 12 th | Topic No:- 1.4 Big Data - Big Insightss | Mark:-12[cite: 7]

Questions[cite: 7]

Q. Read the extract and complete the activities given below. 12[cite: 7]
[The Securities Exchange Commission (SEC)…………… All this is made possible using Big Data.] Extract no 4[cite: 7]

A1) a) Complete the sentence.[cite: 7]
The long form of SEC is ………[cite: 7]
The long form of HFT is ………[cite: 7]
Big data algorithms are used to ……….[cite: 7]
Different social media mentioned in the text are………[cite: 7]
b) Complete the web.
Sensors are used to understand Sensors are used to understand[cite: 7]

A2) Complex Factual.[cite: 7]
Uses of Big Data to Sportsman.[cite: 7]

A3) Explain.[cite: 7]
Internet Giants like Facebook, Google etc. are useful to advertiser.[cite: 7]

A4) Personal Response[cite: 7]
Tell different precautions which you should take while allowing permission to third party application.[cite: 7]

A5) Language Study.[cite: 7]
The sensors help us to understand the field conditions (Change the voice)[cite: 7]
It has tremendously helped in improving individual as well as team performance (use Not only……..but also)[cite: 7]
Advertisers are one of the biggest players in Big Data. (Change it into Comparative Degree)[cite: 7]

A6) Vocabulary: - Give adjective form of.[cite: 7]
Giant ii) Behaviour iii) Create iv) Help[cite: 7]

Model Answer Test No 02[cite: 8]

A1) a) Complete the sentence.[cite: 8]
The securities Exchange Commission[cite: 8]
High Frequency Trading[cite: 8]
To make trading decision[cite: 8]
Facebook, Google , Twitter[cite: 8]
b) Complete the web.
Sensors are used to understand: Field Conditions, Game from close quarters, Individual performance, Weather[cite: 8]

A2) Complex Factual.[cite: 8]
The data enables a sportsperson to study his performance as well as of the other players worldwide.[cite: 8] It has tremendously helped in improving individual as well as team performance.[cite: 8]

A3) Explain.[cite: 8]
Facebook, Google, Twitter or any other online giant, all keep a track of the user behaviour and transactions.[cite: 8] These internet giants provide a great deal of data about people to the advertisers so that they can run targeted campaigns[cite: 8]

A4) Accept Any reasonable answer[cite: 8]

A5) Language Study.[cite: 8]
We are helped to understand the field conditions by the sensors.[cite: 8]
It has tremendously helped in not only improving individual but also team performance.[cite: 8]
Advertisers are bigger than most other players in Big Data.[cite: 8]

A6) Give adjective form of.[cite: 8]
Gigantic ii) Behavioral iii) Creative iv) Helpful[cite: 8]

Framed by- Sidheshwar N Awad, Sant Tukaram jr. college Malharpeth.[cite: 7]

Test No 03[cite: 7]

Class:- 12 th | Topic No:- 1.4 Big Data - Big Insightss | Mark:-12[cite: 7]

Questions[cite: 7]

Q. Read the extract and complete the activities given below. 12[cite: 7]
Extract no. 4 Page no. 38 &39 Total words – 333
[The Securities Exchange………………… using bigdata.][cite: 7]

A1. Complete the web (2)

big data enables a sportsperson
...............
...............
...............
...............

A2 Describe the use of big data in High Frequency Trading. (2)[cite: 7]

A3. Explain with the help of example ‘how the internet giants provide a great deal of data about people is helpful to the advertisers.’ (2)[cite: 7]

A4. Do you think people click consciously on Facebook? Discuss[cite: 7]

A5. Language study: Do as directed (2)[cite: 7]
i) All these data is collected by Facebook. (Begin the sentence with Facebook……)[cite: 7]
ii) Advertisers are one of the biggest players in Big data. (Begin the sentence with ‘Very few…)[cite: 7]

A6. Write down antonyms from the extract of the following word. (2)[cite: 7]
i) smallest x ……….
ii) minority x ………..
iii) decreasingly x ………..
iv) similar x ………..[cite: 7]

Model Answer Test No 03[cite: 8]

A1. Complete the web (2)

big data enables a sportsperson
to study players performance
to help in improving individual performance
to help in improving team performance
to help to learn new techniques

A2 Big data finds a lot of use today in High Frequency Trading.[cite: 8] Big data algorithms are used to make trading decisions.[cite: 8] Today the majority of equity trading takes place via data algorithms.[cite: 8] It helps to make buy and sell decisions in split seconds.[cite: 8]

A3. The internet giants like Facebook, Google, Twitter provide a great deal of data about people is helpful to the advertisers.[cite: 8] Take the example of Facebook here advertisers can target people based on buying intent, website visits, interest, job roles and demographics.[cite: 8] And advertisers can run targeted campaigns regarding it.[cite: 8]

A4. Accept any reasonable[cite: 8]

A5. Language study: Do as directed[cite: 8]
Facebook collects all these data.[cite: 8]
Very few players are as big as advertisers in Big data.[cite: 8]

A6.
i) smallest x Biggest[cite: 8]
ii) minority x Majority[cite: 8]
iii) decreasingly x Increasingly[cite: 8]
iv) similar x Dissimilar /Different[cite: 8]

Sou. S. B. Patil, P. D. V. P. College Tasgaon[cite: 7]

Test No 04[cite: 7]

Class:- 12 th | Topic No:- 1.4 Big Data - Big Insightss | Mark:-12[cite: 7]

Questions[cite: 7]

Q. Read the extract and complete the activities given below. 12[cite: 7]
Extract no.3 (page no.37,38)
[“Nowadays we have gadgets…… …..banks can manage transactions accordingly.”][cite: 7]

A1.

Use of Big Data in Health Care Industry
..............
..............
..............
..............

A2. Explain. 2[cite: 7]
Explain how Big data helps Banking and Finance sector to prevent cyber-attacks.[cite: 7]

A3. Describe. 2[cite: 7]
Big data is used to get better diagnosis and analysis of the health.[cite: 7]

A4. Personal Response. 2[cite: 7]
If you are asked for personal details on social media, mention various precautions you will take to secure your data or money.[cite: 7]

A5. Language study. 2[cite: 7]
1) Big data helps in monitoring the outbreaks of epidemics and diseases. (Rewrite using ‘as well as’)[cite: 7]
2) Banking and finance sector is using Big data to predict and prevent cybercrimes. (Begin the sentence with ‘Big data…....)[cite: 7]

A6. Vocabulary. 2[cite: 7]
Complete the table:
Verb | Noun | Adverb
………………………… | ……………………………. | Significantly
Promote | …………………………… | …………………….[cite: 7]

Model Answer Test No 04[cite: 8]

A1.

Use of Big Data in Health Care Industry
To promote research in pharmaceutical companies
Doctors get better diagnosis
Gadgets to monitor blood sugar
To monitor outbreaks of epidemics

A2. Banking and finance sector use Big data to predict and prevent cyber-crimes, card fraud detection, archival of audit trails, etc.[cite: 8] It also helps in handling issues related to missed transactions and failures in net banking.[cite: 8]

A3. Doctors get better diagnosis of any ailment, the effect of any drug, etc.[cite: 8] It is useful to maintain past records of the patients and better analysis of the health.[cite: 8] Big data also helps in monitoring the outbreaks of epidemics and diseases.[cite: 8]

A4. Precautions:[cite: 8]
1) I never reveal my credit/debit card details even if it is call from bank customer care.[cite: 8]
2) I never give my Adhhar or PAN card details.[cite: 8]
3) I will keep my social media accounts safe by giving passwords and OTP.[cite: 8]
4) If possible, I try to forward details of such calls to Cyber-crime department.[cite: 8]

A5. Language study:[cite: 8]
1) Big data helps in monitoring the outbreaks of epidemics as well as diseases.[cite: 8]
2) Big data is being used by banking and finance sector to predict and prevent cyber-crimes.[cite: 8]

A6. Vocabulary.[cite: 8]
Complete the table:
Verb | Noun | Adverb
Significant | Signification | Significantly
Promote | Promotion | Promotionally[cite: 8]

Framed by -Mr. Kumbhar S. S. (Kakasaheb Chavan College, Talmavale)[cite: 7]

Test No 05[cite: 7]

Class:- 12 th | Topic No:- 1.4 Big Data - Big Insightss | Mark:-12[cite: 7]

Questions[cite: 7]

Q. Read the extract and complete the activities given below. 12[cite: 7]
Extract no 1 Page no-36 & 37 Total words- 285
(what is big data ------------the data is what matters)[cite: 7]

A.1

BIG DATA AFFECTED
.............
.............
.............

A.2 Discuss- 2[cite: 7]
Discuss the result, when we do online activity.[cite: 7]

A.3 Give reason 2[cite: 7]
The big data analysis is the complex process.[cite: 7]

A.4 Personal response 2[cite: 7]
Do you use social media? Explain the contribution of social media in education.[cite: 7]

A.5 Language study 2[cite: 7]
1. The massive data can really work wonder. (Change the modal auxiliary by another showing ‘obligation’)[cite: 7]
2. Whatever activity we do online is recorded, monitored and analyzed. (Rewrite using’ as well as’.)[cite: 7]

A.6 Vocabulary 2[cite: 7]
1.From the extract, find the antonyms of the following words.
1. Understanding 2. tiny
3. Sales 4. Simple[cite: 7]

Model Answer Test No 05[cite: 8]

A.1

BIG DATA AFFECTED
Health care
Food habits
Traveling

A.2 when we do online activity our activity is recorded, monitored, analyzed for collecting big data, and then it will be provided to companies or industries.[cite: 8]

A.3 Big data analysis is a complex process, because it has to cover information that consist of hidden patterns, unknown co- relations, market treads and customer preferences.[cite: 8]

A.4 Yes, I use social media.[cite: 8] It has great contribution in education system.[cite: 8] It helps to communication and collaboration; we can find concrete information online; distant learning can be possible.[cite: 8] Nowadays for online education social media is really playing wonderful job.[cite: 8]

A.5 Language study[cite: 8]
1. The massive data must really work wonders.[cite: 8]
2 Whatever activity we do online is recorded, monitored, as well as analyzed.[cite: 8]

A.6 Vocabulary[cite: 8]
Understandable X incomprehensible
Tiny X massive, (huge)
Sales X purchase
Simple X complex[cite: 8]

Manisha Gavali, Smt.A .R. P Kanya Mahavidyalaya ichalkaranji[cite: 8]

Test No 06[cite: 7]

Class:- 12 th | Topic No:- 1.4 Big Data - Big Insightss | Mark:-12[cite: 7]

Questions[cite: 7]

Q. Read the extract and complete the activities given below. 12[cite: 7]
Extract no. 2
Extract-- Uses of Big Data- 1. Location……………Each and every person.[cite: 7]

A1- Global Understanding 02 Marks[cite: 7]

Usefulness of Big Data in Location Tracking
...............
...............
...............
...............
...............

A1- True or False 02 Marks[cite: 7]
1) Big Data has been useful for logistic companies for delivery of goods.[cite: 7]
2) Weather patterns give us warning about man-made calamities.[cite: 7]
3) Health conscious people never install health apps in their phones.[cite: 7]
4) Data collection’s analysis provide us new vision.[cite: 7]

A2- Complex Factual 02 Marks[cite: 7]
Explain the usefulness of Big Data in weather patterns.[cite: 7]
A2- Complete the following statements.[cite: 7]
1) Big Data has been useful for Google Maps and GPS system ……………..[cite: 7]
2) Mini biomedical research devices described in the extract ……………….[cite: 7]

A3- Interpretation 02 Marks[cite: 7]
Explain the function of mini biomedical research devices.[cite: 7]
A3- Explain in which ways large companies are benefitted by Big Data.[cite: 7]

A4- Personal Response 02 Marks[cite: 7]
Today, in Covid-19 situation, is Big Data useful for online education? Express your Opinion.[cite: 7]

A5- Language Study- 02 Marks[cite: 7]
Do as directed.
1) You can plan your own route according to the travel time. (Rewrite the sentence beginning with ‘Your own route…..)[cite: 7]
2) Big Data has been useful in identifying the exact location of a place. (Rewrite the sentence by using infinitive)[cite: 7]
3) We can study global warming, predict availability of natural resources like water. (Rewrite the sentence by using ‘Not only… but also)[cite: 7]
4) They detect our heart rate, monitor the patient’s sleep pattern. (Use ‘As well as’)[cite: 7]

A6- Vocabulary 02 Marks[cite: 7]
Match the words to make collocations.
A | B
1) new | a) sensor
2) smart | b) analysis
3) conscious | c) rate
4) heart | d) insight
5) weather | e) warming
6) natural | f) watches
7) global | g) people
8) data | h) calamity[cite: 7]

Model Answer Test No 06[cite: 8]

A1- Complete Web Chart 02 Marks[cite: 8]

Usefulness of Big Data in Location Tracking
Understand accident prone areas
Get traffic data
educe risk in transport
Improve speed of transport
Enhance reliability in delivery of goods

A1- True or False[cite: 8]
1) True 2) False 3) False 4) True[cite: 8]

A2- Ans.- Big Data is useful to understand the weather and weather forecasting, giving us warning about the natural calamities and enough time for necessary preparations to fight calamities in advance.[cite: 8]

A2- 1) Big Data has been useful for Google Maps and GPS system in identifying and tracking the exact location of a place.[cite: 8]
2) Mini biomedical research devices described in the extract are the smart watches, other wearable, health apps in smart phone.[cite: 8]

A3- These devices detect heart rate, monitor the patient’s sleep pattern, keep a record of exercise, the distance walked etc.[cite: 8] Health conscious people get new insight and feedback by the analysis of collected data given through this mini biomedical research devices.[cite: 8]

A3- GPS and Google identify and track the exact location of a place with the help of Big Data.[cite: 8] It helps Logistic Companies to reduce risks in transport, improve speed and reliability in delivery.[cite: 8] It has been useful for Healthcare Industries also to detect problems of patients.[cite: 8]

A4- I think, the current challenge of online education awakens many industries.[cite: 8] The Data about increased demand for e-learning, the huge growth in the number of e-learners forced many to prepare e-content study material.[cite: 8] Many digital ways are available today for online education.[cite: 8]

A5- Language Study- 02 Marks[cite: 8]
Do as directed.
1) Ans.- Your own route can be planned according to the travel time by you.[cite: 8]
2)Ans.- Big Data has been useful to identify the exact location of a place.[cite: 8]
3) Ans.- We can not only study global warming but also predict availability of natural resources like water.[cite: 8]
4) Ans.- They detect our heart rate as well as monitor the patient’s sleep pattern.[cite: 8]

A6- Vocabulary 02 Marks[cite: 8]
Match the words to make collocations.
A | B
1) new | d) insight
2) smart | f) watches
3) conscious | g) people
4) heart | c) rate
5) weather | a) sensor
6) natural | h) calamity
7) global | e) warming
8) data | b) analysis[cite: 8]

A. B. Bhalekar, Sou. Sushiladevi Salunkhe Jr. College, Satara.[cite: 8]

Test No 07[cite: 7]

Class:- 12 th | Topic No:- 1.4 Big Data - Big Insightss | Mark:-12[cite: 7]

Questions[cite: 7]

Q. Read the extract and complete the activities given below. 12[cite: 7]
Extract no. – 05 Page No.- 39 – 40
( In the field of ….……………………. …………………………benefit of mankind)[cite: 7]

A1) Global understanding (2)[cite: 7]
Write whether the following statements are true or false.
1. We have less uses of big data[cite: 7]
2.We have information about the students and their study pattern because of big data[cite: 7]
3. Every student’s comprehension level is same[cite: 7]
4. It is in our hand to use big data for the benefit of mankind[cite: 7]

A2) Complex Factual (2)[cite: 7]
Explain the usefulness of big data in education industry[cite: 7]

A3) Inference / Interpretation (2)[cite: 7]
Discuss the influence of big data in the field of entertainment and media[cite: 7]

A4) Personal Response (2)[cite: 7]
‘ Big data has inundated the education industry ’. express your views[cite: 7]

A5) Language study (2)[cite: 7]
a) Big Data focuses on targeting people with the right content at the right time. (Identify the tense of the sentence)[cite: 7]
b) This technique is popularly used by Netflix and YouTube. (Use Not only…………. but also)[cite: 7]
c) This will allow better revenue from ads and will provide a more engaging user experience (Use ‘ Not only ………. But also’)[cite: 7]
d) It is helpful in scientific researches. (Add a question tag)[cite: 7]

A6) Vocabulary (2)[cite: 7]
I) Find the synonyms from the passage.
a) measure – b) increase - c) countless – d) best -
e) understanding – comprehension[cite: 7]
II) State the meaning following phrase and use it in your own sentence.
i) leaps and bounds –
ii) to make optimum use of –[cite: 7]

Model Answer Test No 07[cite: 8]

A1) Global understanding (2)[cite: 8]
Write whether the following statements ar true or false.
1. False 2. True 3. False 4. True[cite: 8]

A2) - Information is collected about the students and their study pattern.
- Dynamic learning programs can be prepared.
- Course material can be designed according to the needs of the students.
- The students’ progress can be measured by accessing the result.
- Proper guidance can be given to students for best career[cite: 8]

A3) Big data focused on targeting people.[cite: 8] Even television broad casters are looking to segment their viewers’ database and show different advertisements and shows accordingly.[cite: 8] Due to this better revenue will be get from advertisements and people will more engaged[cite: 8]

A4) Nowadays there is great influence of big data in the field of education.[cite: 8] The courses are run as per the requirements of students.[cite: 8] The effective learning material and the career guidance are provided to the students.[cite: 8] The attention is paid on students’ progress and better achievement.[cite: 8]

A5)
a) Simple present tense[cite: 8]
b) This technique is popularly used not only by Netflix but also YouTube.[cite: 8]
c) This will not only allow better revenue from ads but also provide a more engaging user experience[cite: 8]
d) It is helpful in scientific researches, isn’t it?[cite: 8]

A6)
I) a) measure – gauge b) increase - enhance
c) countless – innumerable d) best - optimum
e) understanding – comprehension[cite: 8]
II) i) leaps and bounds – spring, jump
The consumption and use of water is going up by leaps and bounds.[cite: 8]
ii) to make optimum use of – to use in best way
I have decided to make optimum use of lockdown by doing creative work.[cite: 8]

Made by – Mrs. J.V. Bauchakar, K.C. college,Talmavale.[cite: 7]

Test No 08[cite: 7]

Class:- 12 th | Topic No:- 1.4 Big Data - Big Insightss | Mark:-12[cite: 7]

Questions[cite: 7]

Q. Read the extract and complete the activities given below. 12[cite: 7]
Extract no. 2
Extract-- Uses of Big Data- 1.Location……………Each and every person.[cite: 7]

A1) True and False[cite: 7]
write whether the following statements are true or false.
1. Big Data is an invention in biomedical field.[cite: 7]
2.Health related data helps to research in the particular area.[cite: 7]
3. Guesswork has been increased because of Big Data.[cite: 7]
4. People's health consciousness is supported by big data.[cite: 7]
5. Watches wearable health apps are our mini biomedical research devices.[cite: 7]
6. Big data may help to avoid natural disasters.[cite: 7]

A2) Describe how data helps doctors to diagnose disease.[cite: 7]
A2) Explain how data related with weather can save life of many people.[cite: 7]

A3 ) write how data can save your time in traveling.[cite: 7]
A3) 'I'm down with flue' is a kind of data-explain[cite: 7]

A4) Big data means sometime your privacy is in risk. -give your opinion.[cite: 7]

A5) I) They detect our heart rate. (Identify tense)[cite: 7]
II) They detect our heart rate. (Begin the sentence with ‘Our heart rate')[cite: 7]
III) Big Data helps in monitoring the outbreaks of epidemic. (Identify tense)[cite: 7]
IV) They help us (Begin the sentence with ‘we')[cite: 7]

A6) Vocabulary.[cite: 7]
Enlist words related with medical field from the extract.
Find out similar word from the extract for the following expression.
1] disaster-
2] fight-
3] about to happen-
4] predict -[cite: 7]

Model Answer Test No 08[cite: 8]

A1) True and False[cite: 8]
write whether the following statements are true or false.
1. False 2. True 3. False
4. True 5. True 6. True.[cite: 8]

A2) Using data of heart rate, patient’s sleep pattern, or record of exercise doctor can diagnose disease without any guesswork.[cite: 8]

A2) Ans- Weather related data can help us to forecast natural disaster and to know weather pattern, with which we can make necessary preparation to save life of many[cite: 8]

A3) Data collected from GPS gives you information about traffic, congestion on a particular route, information if route is closed, whether the route is one-way etc, this data helps to save your time in traveling.[cite: 8]

A3) Yes, ‘I'm down with flue’ is a kind of data because with this information one can locate flu affected areas and take necessary precautions.[cite: 8]

A4) Yes, big data means information collected by keeping watch on your activities through various media.[cite: 8] It also collects your Personal thoughts, feelings and sharing as a data.[cite: 8] So, I think Personal information is in risk.[cite: 8]

A5)
I) Simple Present Tense.[cite: 8]
II)Our heart rate is detected by them.[cite: 8]
III) Simple Present Tense.[cite: 8]
IV) we are helped by them[cite: 8]

A6) Vocabulary.[cite: 8]
Biomedical, diagnosis, disease, health, hospital, patient pharmaceutical etc.[cite: 8]
Find out similar word from the extract for the following expression.
1 disaster- calamity
2 fight- combat
3 about to happen- impending
4 predict - forecast[cite: 8]

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Sidheshwar Narayan Awad,Jr.lecturer,Shri Sant Tukaram Junior college Malharpeth
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