“Big data big insight” Understand the lesson in detail and easily

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Vocabulary (Difficult words)

Big Insights (Insights – clear or deep perception of a situation/ गहन जानकारी)

Revolution (Change)

Pursuits (following/ hobby),

360 degrees (totally/completely/ comprehensive).

Monitored (keep an eye on)

Analysed (study / examine).

billions (एक अब्ज)

 trillions millions (दहा लाख करोड)

Millions (दहा लाख)

massive (big)

incomprehensible (puzzling/ unknown).

correlation (related)

market trends (tendency)

advanced (higher/ progressive)

by miles (largely)

Location Tracking (Travelling) :

GPS (Global Positioning System)

radio frequency identification sensors (RFID)

prone (sensitive)

transit (travel/transport),

logistics (the commercial activity of transporting goods to customers)

risks– danger

reliability–credibility/ faith (विश्वसनीयता)

Patterns- scheme   

the globe– world.

Forecasting –predict

impending (approaching/ near)

natural calamities (disaster/दुर्घटना; विपत्ति; आपदा)

combat (encounter/ fight)

predict (foretell/ पूर्व-सूचना देना)

conscious (aware/ जागरूक).

Gadgets – tools

ailment (disease /illness),

outbreaks (eruption)

epidemics (महामारी)

precautions – a measure taken in advance to prevent something dangerous

individuals (person)

analytics  – विश्लेषण/information resulting from the systematic analysis of data or statistics

sector (the commercial activity of providing funds and capital)

force (cyber)

spikes (sudden increase)

suspicious (doubtful/संदेहजनक)

natural language (computer coding)

algorithms (a process or set of rules to be followed in calculations or other problem-solving operations, especially by a computer/design/ system)

permutations (variation)

A gigantic (vast/big)

tremendously (largely)

embedded (fixed/ installed)

quarters (our home).

minutely (sharply).

giant (huge/ enormous),

transactions (business/deal).

demographics (human age)

algorithms (design/ system)

focuses (concentrate)

content (information)

engagement (involvement/ investment )

segment (divide)

engaging (pleasant /attractive)

inundated (prosper/develop)

transformed (totally changed)

customized (make according to requirements)

 Dynamic (effective)

comprehension (knowledge/ज्ञान)

designed (creating)

an access (obtain/gain)

gauge (Guess/test)

operational (functional)

enhance (improve)

pitfalls (problem)

geographical phenomena (a remarkable development/ changes)

optimum (best/ outstanding)

More Words
WordSynonym(s)Marathi Meaning
RevolutionChangeक्रांती / बदल
PursuitsHobbies / Followingछंद / पाठपुरावा
CompletelyTotally / 360 degreesपूर्णपणे / संपूर्णपणे
MonitoredWatched / Observedनिरीक्षण केले / लक्ष ठेवले
AnalysedStudied / Examinedविश्लेषण केले / अभ्यास केला
MassiveHuge / Bigप्रचंड / मोठा
InsightsDeep understanding / Knowledgeअंतर्दृष्टी / सखोल समज
IncomprehensibleUnknown / Puzzlingसमजण्यास कठीण / गूढ
CorrelationRelationship / Connectionसंबंध / निगडितता
TrendsTendencies / Patternsप्रवृत्ती / ढोबळ नमुने
PreferencesLikes / Choicesपसंती / आवड
AdvancedHigher / Progressiveप्रगत / उन्नत
TransitTravel / Transportप्रवास / वाहतूक
LogisticsSupply management / Distributionवाहतूक व्यवस्थापन / पुरवठा व्यवस्था
ImpendingApproaching / Nearआगामी / जवळ येणारे
CalamitiesDisasters / Catastrophesआपत्ती / संकट
CombatFight / Tackleलढा / सामना करणे
PredictForetell / Forecastभाकीत करणे / अंदाज वर्तवणे
ConsciousAware / Alertसजग / जागरूक
AilmentDisease / Illnessआजार / व्याधी
OutbreakEruption / Spreadउद्रेक / साथीचा प्रसार
IndividualsPersons / Humansव्यक्ती / माणसे
SuspiciousDoubtful / Uncertainसंशयास्पद / साशंक
AlgorithmSystem / Designसूत्र / रचना
PermutationsVariations / Combinationsशक्य संयोजना / विविध रूपे
GiganticHuge / Enormousप्रचंड / विशाल
EmbeddedInstalled / Fixedबसवलेले / स्थिर केलेले
MinutelyClosely / Sharplyसूक्ष्मपणे / अचूकपणे
TransactionsDeals / Businessव्यवहार / व्यवहार
DemographicsPopulation statistics / Human categoriesलोकसंख्याशास्त्र / लोकसमूह
FocusesConcentrates / Targetsलक्ष केंद्रीत करणे / उद्दिष्ट
EngagementInvolvement / Participationसहभाग / गुंतवणूक
SegmentDivide / Splitविभागणे / विभाग
EngagingAttractive / Pleasantआकर्षक / आनंददायी
InundatedFlooded / Overwhelmedव्यापलेले / भरभराट झालेली
TransformedChanged / Revolutionizedरूपांतर / आमूलाग्र बदल
CustomizedTailored / Personalisedवैयक्तिकृत / अनुरूप बनवलेले
ComprehensionUnderstanding / Knowledgeसमज / ज्ञान
GaugeEstimate / Testमोजमाप करणे / अंदाज वर्तवणे
OperationalFunctional / Workingकार्यक्षम / चालू असलेली
EnhanceImprove / Boostसुधारणा करणे / वाढवणे
PitfallsProblems / Difficultiesअडचणी / अडथळे
PhenomenaDevelopments / Eventsघटनाक्रम / निसर्गातील घटना
 

#1. What has caused a revolution in people’s lifestyles?

#2. Which of the following is NOT mentioned as an activity that generates data?

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#3. Big Data can be measured in:

#4. The five V’s associated with Big Data are Volume, Variation, Velocity, Veracity, and:

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#5. Big Data analytics helps in uncovering:

#6. Which industry is NOT mentioned as benefiting from Big Data?

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#7. The data available to industries is increasing in:

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#8. Big Data has not affected people’s lifestyles.

#9. Every online activity we do is recorded and analyzed.

#10. Big Data consists only of structured data.

#11. Big Data analytics helps in understanding customer preferences.

#12. The volume of data available to industries is decreasing.

#13. Big Data analytics cannot handle unstructured data.

#14. Big Data analytics is a simple process.

#15. Industries are trying to reap maximum benefits from Big Data.

#16. Big Data is only useful for social media platforms.

#17. The five V’s of Big Data include Volume and Velocity.

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#18. Big Data has caused a revolution in people’s __________.

#19. Our online activities are __________, monitored, and analyzed.

#20. Big Data can be petabytes or __________ of data.

#21. The five V’s of Big Data are Volume, Variation, Velocity, Veracity, and __________.

#22. Industries are trying to reap maximum benefits from __________.

#23. Big Data has impacted our food habits, healthcare, traveling, and __________ pursuits.

#24. Big Data is easy to obtain but so massive that it challenges current __________ technologies.

#25. It’s not the amount of data that is important but what ——– do with the data.

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#26. The Sources of big data are:

Select all that apply

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#27. The 5 V’s are:

Select all that apply

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#28. The Big data affects our:

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#29. Everything has changed 360 degrees. (Future perfect tense)

#30. The massive data available with us can really work wonders. (More certain)

#31. Big Data analytics is the complex process of examining large and varied data. (infinitive)

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#32. Not affected by Big data

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Complete Lesson

There is a revolution (Change) in the lifestyle of people which has been affected by Big Data.  Our food habits, our health care our travelling, our scientific pursuits (following/ hobby), you name it and everything has changed 360 degrees (totally/completely/ comprehensive). The massive data available with us can really work wonders. Friends, do you know what happens when we like a post on Facebook or share a post on WhatsApp, visit any website, make online purchases, or watch videos?  Yes, whatever activity we do online is recorded, monitored (keep an eye on) and analysed (study / examine). So a huge amount of data is collected. Let me give you an idea of how huge the data might be. Big data can be petabytes or Exabyte’s of data consisting of billions (एक अब्ज) to trillions millions (दहा लाख करोड)  of records of millions (दहा लाख) of  people- 

All from different sources, for example web, sales, customer contact centre, social media, mobile data and so on. The data available to industries and companies is enormously increasing in volume, variation, velocity, veracity and value.

Such a Big data is easy to obtain but so massive (big) that it challenges the current computing technologies and hence Big Data analytics is used to give insights (clear or deep perception of a situation/  गहन जानकारी) that  were  previously  incomprehensible (puzzling/ unknown).

Big data analytics is the complex process  of examining large and varied data sets or  Big data to  uncover information such as  hidden patterns, unknown correlation (related) market trends (tendency) and customer  preferences.  With such a huge data available with the industries they can have innumerable advantages hence all the industries are trying to reap the maximum benefit from it. Many industries have advanced (higher/ progressive) by miles (largely) from their competitors.  It’s not the amount of data that is important but what the organizations do with the data is what matters.

Uses of Big Data

1] Location Tracking (Travelling) :

Big Data has been useful in identifying and tracking the exact location of a place. You’re GPS and Google Maps makes use of Big Data. With geographic positioning and radio frequency identification sensors (RFID) we get the real-time Data about traffic, congesting on a particular route, information if the route is closed or if it is one-way route, understanding accident prone (sensitive) area etc.

You can plan your own route according to the travel time and the transportation of goods. If you have ordered something online you can track the location of your goods in transit (travel/transport), you can also track the condition of the goods. This has immensely helped the logistics (the commercial activity of transporting goods to customers)companies to reduce risks in transport, improve speed and reliability in delivery.

2] Understanding the weather Patterns:

There are weather sensors and satellites set-up all around the globe. Huge amount of Data is continuously being received from them. They help us to understand the weather and help in weather forecasting. Weather patterns give us warnings of the impending (approaching/ near) natural calamities (disaster/दुर्घटना; विपत्ति; आपदा) like floods, earth quack, tsunami etc. Necessary preparations to combat (encounter/ fight) them can be made well in advance. We can study global warming, predict (foretell/ पूर्व-सूचना देना) availability of natural resources like water.

3] Health Care Industry:

Today we see that people have become health conscious (aware/ जागरूक). The smart watches, other wearable, health apps in our phone keep on collecting Data. We can say that they are our mini biomedical research devices.

They detect our heart rate, monitor the patient’s sleep pattern, keep a record of his exercise, the distance walked etc. The analysis of this Data collected can give new insights and provide a personalized and individual feedback to each and every person. Nowadays we have gadgets to monitor blood sugar, blood pressure etc. at home; 24 x 7 monitoring can be provided to patients in hospitals too. With the help of Big Data the doctors can now have better diagnosis of any ailment (disease /illness), the effect of any drug etc. Unnecessary guesswork can be significantly reduced. Past records of the patients can be maintained and better analysis of the health can be obtained. Big Data helps in monitoring the outbreaks (eruption) of epidemics and diseases.

Just when you post your message, ‘I’m down with flu’ on WhatsApp or Facebook it will be monitored and the areas affected by “flu” can easily located and necessary precautions can be taken. Pharmaceutical companies would pay huge amount to receive the health Data of people to promote research in the particular area. With the help of the Data gathered, individuals (person) are often given suggestions and solutions for the problems they are encountering.

4] Banking, Finance and trading:

       With the Big Data analytics, the investments patterns of the people can be studied new insights have enabled the banks and finance companies to come with suitable plans. Big Data has enabled smooth functioning of these agencies and institutions.

Banking and Finance sector (the commercial activity of providing funds and capital) is using Big Data to predict and prevent cybercrimes, card fraud detection, Archival of audit trials etc. By analyzing the past Data of their customers and the Data on previous brute force (cyber) attacks banks can predict future attempts. Big Data not only helps in predicting cyber-crimes, but it also helps in handling issues related to missed- transactions and failures in net banking.   It can even predict possible spikes (sudden increase) on servers so that banks can manage transitions accordingly.

The Securities Exchange Commission (SEC) is using Big Data to monitor (Observe/ watch) financial market for possible illegal trades and suspicious (doubtful/संदेहजनक) activities. The SEC is using network analytics and natural language processors to identify possible frauds in the financial market

High-Frequency trading (HFT) is an area where Big Data finds a lot of use today. Here, Big Data algorithms (design/ system) used to make trading decisions. Today the majority, of equity trading now takes place via Data algorithms that increasing take into account signals from social media networks and news websites to make, buy and sell decisions in split seconds.

5] Sports: 

When watching a cricket match, we are shown so many permutations (variation) and combinations of statistical analysis. A gigantic (vast) Data has been created over a period of time from the recording of matches, training sessions and workouts. The Data enables a sportsperson to study his performance as well as of the other players worldwide. It has tremendously (largely) helped in improving individual as well as team performance.

The sensors embedded (fixed/ installed) in the sports equipment help us to understand our game from close quarters (our home). The sensors help us to understand the field conditions, the weather, individual performance etc. Video analytics help us to see each and every performance minutely (sharply).

6] Advertising : 

Advertisers are one of the biggest players in Big Data. Be it Facebook, Google, Twitter or any other online giant (huge/ enormous), All keep a track of the user behavior and transactions (business/deal). These internet giants provide a great deal of Data about people to the advertisers so that they can run targeted campaigns.

Take Facebook, for example, here you can target people based on buying intent, website visits, interests, job role, demographics (human populations) and what not. All this Data is collected by Facebook algorithms (design/ system) using Big Data analysis techniques. The same goes for Google, when you target people based on clicks you will get different results and when you create a campaign for leads then you will get different results. All this is made possible using Big Data.

 7] Entertainment and Media: 

In the field of entertainment and media, Big Data focuses (concentrate) on targeting people with the right content (information) at the right time. Based on your past views and your behaviour online you will be shown different recommendations. This technique is popularly used by Netflix and YouTube to increase engagement (involvement/ investment ) and drive more revenues.

Now, even television broadcasters are looking to segment (divide)   their   viewer’s database and show different advertisement and shows accordingly.  This will allow better revenue from ads and will provide a more engaging (pleasant /attractive) user experience.

8] Education Industry: 

Big Data has inundated (prosper/develop) the education industry. It has transformed (totally changed) it in leaps and bounds. Now we have information about the students, their study patterns, and we can now prepare customized (make according to requirements) and

Dynamic (effective) learning programmes according to the need of an individual student. Every student’s comprehension (knowledge/ज्ञान) level is different. The course material can now be designed catering to different requirements of the students. Big Data makes it convenient to understand their choices, their difficulties, information regarding various courses and their specialties; we also have an access (obtain from a storage device; as of information on a computer) to the results. From the results we can gauge (Guess/test) the progress of the students, understand his strengths and weaknesses. This will also help in guiding the student regarding the best career for him based on his mental make-up and abilities. An in- depth study of all this would definitely give new insights into  the  education  industry  and  help  in  improving  the operational (functional) effectiveness  and  working  of  educational institutes. This would in general, enhance (improve) progress of all students. Big Data has provided a solution to one of the biggest pitfalls (problem) in the education  industry,  that  is  one  – size- fits-all. We have innumerable uses of Big Data. It is helpful in   scientific   researches,   understanding   geographical phenomena (a remarkable development/ changes), helping in the smooth   working   of   the government machinery etc.

   We have innumerable uses of Big Data. It is helpful in scientific researches, understanding geographical phenomena, helping in the smooth working of the government machinery etc. It is a genie in our hands. It lies in our hands to make the optimum use of it for the benefit of mankind

Brainstorming (Questions and Answers.)

(A1) (1) YouTube has many videos on various things. Listen to the uses and health benefits of ‘Lemon’ and share them with your friends.
Ans:
Lemons can be used in various food and drink preparations. From a simple fresh lime juice to a lemon pie, it’s an ingredient that comes packed with a tangy (strong /acidic) taste. Some of its health benefits are:
1. it detoxifies the body (रासायनिक तत्त्वों का असर कम करना)
2. helps in weight loss
3. promotes heart and kidney health
4. Improves digestion
5. a good source of Vitamin C thus boosts immunity.

(ii) Write true or false.
1] The massive data available with us can really work wonders.
2] Whatever activity done, online is neglected totally.
3] The Data stored in our cellphone is called small Data.
4] Big Data can be gigabytes of data consisting.
5] Weather patterns give us pre-warnings of the natural calamities.By

Answers [expand title=”Show the answers” swaptitle=”Hide the answers”]

1] The massive data available with us can really work wonders. – true
2] Whatever activity done, online is neglected totally. – false
3] The Data stored in our cellphone is called small Data- true
4] Big Data can be gigabytes of data consisting.- false
5] Weather patterns give us pre-warnings of the natural calamities- true [/expand]
(iii) Big Data has affected our.Screenshot (398)

(iv) Complete the following sentences.
1] When we like a post on Facebook or share a post on WhatsApp, visit any website, make online purchases, or watch videos, ————–
Ans: It is recorded, monitored and analysed.
2] It’s not the amount of data that is important but ————–
Ans: what the organizations do with the data is what matters.
3] Big Data has been useful in identifying and tracking the exact location of a place —————-
Ans: With the help of GPS and Google Maps.
4] The smart watches, other wearable, health apps in our phone detect ——
Ans: our heart rate, monitor the patient’s sleep pattern, keep a record of his exercise.
5] Big Data can even predict possible spikes on servers so that ———
Ans: banks can manage transactions accordingly.

(v) Write, What keep a track of the user behavior and transactions.
Ans:
1] Facebook,
2] Google,
3] Twitter
4] Other online giant.

(vi)Big Data is increasing in the form of five V’s they are..Screenshot (400)

(A2) (i) Make  point wise  notes  from  the  lesson  regarding  the  uses  of  Big  Data  in the  following  application.  Do not write complete sentences.
Location Tracking –
(1) Get real time traffic data on congestion  
(2) Get updates on route closures and one way 
(3) Understand accident prone areas 
(4) Identify and track exact location.   
 
Health Care Industry –
(1) Smart watches and health apps collect data to offer personalized solutions 
(2) Doctors diagnose diseases faster, find, cure as well as maintain patient records 
(3) Prevention of disease outbreaks and epidemics  
(4) Pharmaceutical companies can create better medicines.  
   
Education Industry –
(1) Provides information about the study patterns of students.  
(2) Helps to develop different study material for different students  
(3) Helps in understanding student’s choices and difficulties  
(4) Improves the operational effectiveness of educational institutions
 
(ii) When you are asked for personal details on social media, what precautions will you take? Discuss in pairs and write down.
Ans: When I am asked for personal details on social media I will take the following precautions: I don’t believe any other person or my e-friends blindly. I would not share my password/pin even to the closest people. Because I know ‘Password should not be ‘passed’. 
As well as I will do the following measures
1] I shall verify whether the website is real and not a fraud. 
2] I shall never share my personal details like address, phone no: etc.
3] I shall sign out of my accounts.
4] I shall change my privacy settings (regarding who can see my posts)
5] Hackers can get a chance and use unused accounts to get access to our personal details. I shall close/ delete such accounts.
6] I shall not accept friend requests from strangers.
7] I shall install an ad blocker to avoid all types of advertisements. 
8] I shall not click on unknown short links.
9] I shall set a strong password.
10] I shall not download anything or click on links that seem suspicious.
 
(iii) Do you think all the data we receive is used for positive things? If ‘No’, make a list of the negative things which can be done with the help of Big Data.
Ans: Not total, but I feel that some of our data is put to negative use. A few of the negative things that can be done with the help of Big Data. The following negative things can be done with the help of Big Data.
1] for the cyber crime
2] invasion of privacy, 
3] exposing intimate details about someone’s life, 
4] phishing ( जालसाजी /Phishing is the act of attempting to acquire information such as usernames, passwords, and credit card details and sometimes, indirectly, money) by an electronic communication. 
5] spamming (unwanted commercial bulk e-mail) and

6] Financial frauds.

(iv) What is cybercrime?
Ans: Cybercrime means illegal activities carried out using computers or the internet. This includes hacking systems to steal information, spreading viruses and committing fraud. Cybercriminals often target personal data, financial information, or business secrets. They can disrupt services, steal money, and cause significant harm to individuals and organizations. Protecting against cybercrime involves using strong passwords, updating software, and being cautious with online interactions.

(A3) Guess the meaning of the following idioms and phrases and use them in sentences of your own. One is done for you.
1] One-size-fits-all – suitable for or used in all circumstances.
Example: The wrist watches have adjustable belts, so one- size-fits- all
2] ‘Once in a blue moon’- seldom/ very rarely.
Example: My friend lives in America who calls us once in a blue moon.
3] ‘One man army’- someone who can do each and every kind of work.
Example: My Primary teacher would act as a one man army who would teach all the subjects alone and complete official work also.
4] ‘Once bitten twice shy’- being careful after an unpleasant experience.
Example: Rajan had not kept his word last time, so today his mother is not ready to hear him again—once bitten, twice shy.
5] ‘One up on’- to have or get an advantage over someone
Example: He and his brothers are always trying to get one up on each other.

(A4) (i) Do as directed.
1] Advertisers are one of the biggest players in Big Data. (Change the degree)
a) Begin the sentence with ‘Very few ’
b) Use ‘bigger than’ and rewrite the sentence.
Ans: Comp: Advertisers are bigger than most other players in Big Data.
Posi: Very few players in Big Data are as big as advertisers
2] No other diagnosis is as good as the diagnosis done with the help of Big Data.(a)Use ‘best’ and rewrite the sentence.(b) Use ‘better than’ and rewrite the sentence.)
Ans: Sup: The diagnosis done with the help of Big Data is the best diagnosis.
Comp: The diagnosis done with the help of Big Data is better than any other diagnosis.
3] These internet giants provide the greatest data about people.
(a) Begin the sentence with ‘No other… ’
(b) Use ‘greater than’ and rewrite the sentence.
Ans: Comp: These internet giants provide greater than any other data about people.
Posi: No other data about people provide as great as these internet giants

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Isha Milind Deshpande
Isha Milind Deshpande
Formal Student (Maharashtra Topper)
I owe my success in 12th-grade English to Arsod Sir at Arsod English Classes. I scored 97 marks in English subject due to Arsod Sir's dedication to teaching, in-depth subject knowledge, and unique teaching methods truly set him apart. Due to Arsod Sir, I not only scored 97 marks in English but also was a topper in english. Highly recommended classes in Yavatmal!
Shubham Raut
Shubham Raut
Student of 12th
Arsod sir is the best teacher for class 12, English. Arsod English classes provide perfect notes as well as clear personal doubts . every week or after topic completion, Sir takes the test and gives suggestions for improvement of answer. Arsod sir's teaching methods is nice. I not only improved my English skills but also developed a genuine love for the subject. Highly recommended!
Prital Ashok Jaisingpure
Prital Ashok Jaisingpure
Student of 12th
I wanted to express my gratitude for the excellent experience I've had in your English coaching class. The materials provided were comprehensive and well-structured, making the learning process effective. His passion for teaching, personalized attention, and ability to simplify complex concepts are unparalleled.. Thank you for helping me develop my English proficiency!

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