VU current papers 2026: what came in the exam

*CS441 FINALTERM PAPER REVIEW* *30 JULY 2026* *08:00 AM* *MCQs:* Indexing wala topic, machine learning k topic mn sy thy is k ilawa frequency document k topic mn sy thy in short mn ny handouts prhy thy to sary mcq solve ho gy thy don't worry easy thy. *Subjective:* *1-* Hive k components k name pochy thy.. *2-* Machine learning ki application pochy hui thy koi five.. *3-* Frequency document mn sy bhi question thy.. *4-* Is k ilawa tables diye huwy thy or SQL ki queries likhni thi *2 Question* thy asy.. *5-* Is k ilawa concurrent crawler or basic crawler ka difference pocha hua tha like in mn sy beneficial Kon sa hy.*CS441 FINALTERM PAPER REVIEW* *30 JULY 2026* *08:00 AM* *MCQs:* Indexing wala topic, machine learning k topic mn sy thy is k… See more See less

Course Code: CS441 Shared by : Shanzy🤍 MCQs : Prepare mcqs from past papers Extention most of them were from past papers. Some of them are: 1. Input in sqoob 2. How write subset of col in sqoob 3. Mapreduce runs on... 4. How much stages of Mapreduce 5. MongoDB is example of... 6. Euclideon cluster have similarity with .... type of data 7. Contegnency table similarity with ... type of data 8. Not example of search engine.... 9. Graph traversal Depth first search use .... 10. Search engine website 11. Ranking queries 12. Which one is not type of string HQL type 13. 100,000..... data type HQL 14. Basic indexing pipline include all except.... 15. Jackard (A,A) =... 16. IDF and DFT related Bs phir thak gai thi main🤧 Short Questions: 1. Any three features of HIVE 2. Concept of intra-class and inter-class in good clustering 3. Table was given calculate df of "BIG" ," Data" , "Concept" 4. Name Node and Data Node Long Questions: 5. MySQL table was given write HQL query on create table Eployee_database having same field , where field terminate \t and line terminate by\n 6. Inverted Index construction tokenization , token ID , generalized , sorting , posting list , create 7. Authorization Access in HB administrationCourse Code: CS441 Shared by : Shanzy🤍 MCQs : Prepare mcqs from past papers Extention most of them were from past papers. Some of… See more See less

Paper easy tha.🤍 Questions: 1. Why scalability important in Big Data concept? Give one example 2. Effects of Big Data technologies 3. Code was given out put btani thi range related thy. (a): Range(2,6) (b): Range(5) (c): I=1 , 1 <= 2 , print "Pakistan" 4. Give expression for date submission like 25-04-2025 not in 25/04/2025 Best of luck 🤞Paper easy tha.🤍 Questions: 1. Why scalability important in Big Data concept? Give one example 2. Effects of Big Data… See more See less

Totally ppr from handouts mostly from big data base Out tha slope ka functions ka question tha or big data or traditional data main difference tha...Totally ppr from handouts mostly from big data base Out tha slope ka functions ka question tha or big data or traditional data… See more See less

Cs441 Mcqs cluster say kaafi zayada aye thay hbase hive mongoDB may say bhi kaafi aye thay indexing say bhi 5-6 mcqs aye thay Term frequency aur document frequency term say 2-3 mcqs aye thay Short Q aik Clustering algorithm ka tha Aik mahuse ka column tha Twitter foursquare, yahoo ko match karna tha Hive ki database create karni thi aur aik query likhni thi records display karna ki Namenode aur datanode ka tha Baqi yaad nahi Long Q 2 long hbase shell command kay thay Aik may 5 supervised aur unsupervised learning ki statements thi wo batani thi valid aur invalid kon si hai Aik table diya thay aur 4 record display kar nay ki statements thi hive QL ki query likni thi wo record display karnay kiCs441 Mcqs cluster say kaafi zayada aye thay hbase hive mongoDB may say bhi kaafi aye thay indexing say bhi 5-6 mcqs aye thay… See more See less