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    1. Home
    2. Khuram Shahzad
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    Khuram Shahzad

    @Khuram Shahzad

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    Best posts made by Khuram Shahzad

    • RE: How can I receive Reputation earning from Cyberian? 100% Discount on Fee

      that’s great system to earn a free money online. thank @cyberian
      now we can learn smartly wow!

      posted in Tutorials
      Khuram Shahzad
      Khuram Shahzad
    • RE: CS614 Quiz No. 2 Solution and Discussion

      Quiz Start Time: 04:09 PM Time Left 49
      sec(s)

      Question # 1 of 10 ( Start time: 04:09:48 PM ) Total Marks: 1
      In nested-loop join case, if there are ‘M’ rows in outer table and ‘N’ rows in inner table, time complexity is
      Select correct option:

      O(MN) (Correct)

      Quiz Start Time: 04:09 PM Time Left 35
      sec(s)

      Question # 2 of 10 ( Start time: 04:11:20 PM ) Total Marks: 1
      In context of data mining definition, the term “value” means:
      Select correct option:

      importance of hidden perameters discovered (Correct)

      Quiz Start Time: 04:09 PM Time Left 56
      sec(s)

      Question # 3 of 10 ( Start time: 04:12:51 PM ) Total Marks: 1
      Classification consists of examining the properties of a newly presented observation and assigning it to a predefined ____________.
      Select correct option:

      Class (Correct)

      Quiz Start Time: 04:09 PM Time Left 25
      sec(s)

      Question # 4 of 10 ( Start time: 04:13:44 PM ) Total Marks: 1
      The optimizer uses a hash join to join two tables if they are joined using an equijoin and
      Select correct option:

      Large amount of data need to be joined (Correct)
      A large amount of data needs to be joined.
      A large portion of the table needs to be joined.

      Quiz Start Time: 04:09 PM Time Left 20
      sec(s)

      Question # 5 of 10 ( Start time: 04:15:07 PM ) Total Marks: 1
      In context of nested-loop join, actual number of matching rows returned as a result of the join would be ______ of the order of tables
      Select correct option:

      Independent (Correct)

      Quiz Start Time: 04:09 PM Time Left 13
      sec(s)

      Question # 6 of 10 ( Start time: 04:16:36 PM ) Total Marks: 1
      Normally the input data structure (a database table) for a data mining algorithm:
      Select correct option:

      Quiz Start Time: 04:09 PM Time Left 12
      sec(s)

      Question # 7 of 10 ( Start time: 04:18:07 PM ) Total Marks: 1
      Mining multi dimensional databases allow users to:
      Select correct option:

      Analyze Data (Correct)

      Quiz Start Time: 04:09 PM Time Left 24
      sec(s)

      Question # 8 of 10 ( Start time: 04:19:38 PM ) Total Marks: 1
      ________ refers to the overall process of discovering useful knowledge from data and data mining refers to a particular step in this process.
      Select correct option:

      Knowledge discovery in database (Correct)

      Quiz Start Time: 04:09 PM Time Left 17
      sec(s)

      Question # 9 of 10 ( Start time: 04:21:01 PM ) Total Marks: 1
      In case of nested-loop join, Inner table is accessed _____ for each qualifying row (or touple) in outer table
      Select correct option:

      One Time (Correct)

      Quiz Start Time: 04:09 PM Time Left 10
      sec(s)

      Question # 10 of 10 ( Start time: 04:22:32 PM ) Total Marks: 1
      In contrast to data mining, statistics is ______ driven.
      knowledge (Correct)

      Quiz Start Time: 08:50 PM Time Left 55
      sec(s)

      Question # 1 of 10 ( Start time: 08:50:34 PM ) Total Marks: 1
      In context of data mining definition, the term “value” means:
      Select correct option:

      The primary key of table
      The index location of the record
      Importance of hidden patterns discovered (Answer)
      Numerical or string measure assigned to an attribute

      Quiz Start Time: 08:50 PM Time Left 22
      sec(s)

      Question # 2 of 10 ( Start time: 08:51:23 PM ) Total Marks: 1
      Data mining is all about:
      Select correct option:

      Knowledge discovery in database
      Finding hidden patterns in data
      Finding relationships in data
      All of the given options ( may be Answer)

      Quiz Start Time: 08:50 PM Time Left 19
      sec(s)

      Question # 3 of 10 ( Start time: 08:52:41 PM ) Total Marks: 1
      In contrast to statistics, data mining is ______ driven.
      Select correct option:

      Assumption (Answer)
      Knowledge
      Human
      Database

      Quiz Start Time: 08:50 PM Time Left 55
      sec(s)

      Question # 4 of 10 ( Start time: 08:53:56 PM ) Total Marks: 1
      Mining multi dimensional databases allow users to:
      Select correct option:

      Categorize the data
      Analyze the data (Answer)
      Summarize the data
      All of the given options

      Quiz Start Time: 08:50 PM Time Left 18
      sec(s)

      Question # 5 of 10 ( Start time: 08:54:40 PM ) Total Marks: 1
      In context of data mining definition, the term “nontrivial” means:
      Select correct option:

      Discovering information is a simple task
      Discovering information is a complex task
      We can not discover information
      We simply find things rather than discovery (Answer)

      Quiz Start Time: 08:50 PM Time Left 1
      sec(s)

      Question # 6 of 10 ( Start time: 08:55:56 PM ) Total Marks: 1
      Identify the TRUE statement:
      Select correct option:

      Clustering is unsupervised learning and classification is supervised learning
      Clustering is supervised learning and classification is unsupervised learning
      Both clustering and classification are unsupervised learning
      Both clustering and classification are supervised learning

      Quiz Start Time: 08:50 PM Time Left 27
      sec(s)

      Question # 7 of 10 ( Start time: 08:57:26 PM ) Total Marks: 1
      In ________learning you don’t know the number of clusters and no idea about their attributes.
      Select correct option:

      Supervised learning
      Unsupervised learning (Answer)
      Multi Dimension modeling
      None of the given options

      Quiz Start Time: 08:50 PM Time Left 50
      sec(s)

      Question # 8 of 10 ( Start time: 08:58:39 PM ) Total Marks: 1
      In context of clustering, the term “distance” means:
      Select correct option:

      Similarity/dissimilarly of records (Answer)
      The difference between the primary keys of two records
      The relation of a record with corresponding record in child table
      None of the given options

      Quiz Start Time: 08:50 PM Time Left 15
      sec(s)

      Question # 9 of 10 ( Start time: 08:59:22 PM ) Total Marks: 1
      In data mining, initially you _____ what you are looking for.
      Select correct option:

      Know
      Don’t know (Answer)
      May or may not know
      None of the given options

      Quiz Start Time: 08:50 PM Time Left 52
      sec(s)

      Question # 10 of 10 ( Start time: 09:00:41 PM ) Total Marks: 1
      The optimizer uses a hash join to join two tables if they are joined using an equijoin and
      Select correct option:

      Outer table has less number of rows
      Inner table has less number of rows
      Cardinality of tables is equal
      Large amount of data needs to be joined (Answer)

      posted in CS614 - Data Warehousing
      Khuram Shahzad
      Khuram Shahzad
    • RE: CS614 Quiz No. 2 Solution and Discussion

      Quiz Start Time: 04:09 PM Time Left 49
      sec(s)

      Question # 1 of 10 ( Start time: 04:09:48 PM ) Total Marks: 1
      In nested-loop join case, if there are ‘M’ rows in outer table and ‘N’ rows in inner table, time complexity is
      Select correct option:

      O(MN) (Correct)

      Quiz Start Time: 04:09 PM Time Left 35
      sec(s)

      Question # 2 of 10 ( Start time: 04:11:20 PM ) Total Marks: 1
      In context of data mining definition, the term “value” means:
      Select correct option:

      importance of hidden perameters discovered (Correct)

      Quiz Start Time: 04:09 PM Time Left 56
      sec(s)

      Question # 3 of 10 ( Start time: 04:12:51 PM ) Total Marks: 1
      Classification consists of examining the properties of a newly presented observation and assigning it to a predefined ____________.
      Select correct option:

      Class (Correct)

      Quiz Start Time: 04:09 PM Time Left 25
      sec(s)

      Question # 4 of 10 ( Start time: 04:13:44 PM ) Total Marks: 1
      The optimizer uses a hash join to join two tables if they are joined using an equijoin and
      Select correct option:

      Large amount of data need to be joined (Correct)
      A large amount of data needs to be joined.
      A large portion of the table needs to be joined.

      Quiz Start Time: 04:09 PM Time Left 20
      sec(s)

      Question # 5 of 10 ( Start time: 04:15:07 PM ) Total Marks: 1
      In context of nested-loop join, actual number of matching rows returned as a result of the join would be ______ of the order of tables
      Select correct option:

      Independent (Correct)

      Quiz Start Time: 04:09 PM Time Left 13
      sec(s)

      Question # 6 of 10 ( Start time: 04:16:36 PM ) Total Marks: 1
      Normally the input data structure (a database table) for a data mining algorithm:
      Select correct option:

      Quiz Start Time: 04:09 PM Time Left 12
      sec(s)

      Question # 7 of 10 ( Start time: 04:18:07 PM ) Total Marks: 1
      Mining multi dimensional databases allow users to:
      Select correct option:

      Analyze Data (Correct)

      Quiz Start Time: 04:09 PM Time Left 24
      sec(s)

      Question # 8 of 10 ( Start time: 04:19:38 PM ) Total Marks: 1
      ________ refers to the overall process of discovering useful knowledge from data and data mining refers to a particular step in this process.
      Select correct option:

      Knowledge discovery in database (Correct)

      Quiz Start Time: 04:09 PM Time Left 17
      sec(s)

      Question # 9 of 10 ( Start time: 04:21:01 PM ) Total Marks: 1
      In case of nested-loop join, Inner table is accessed _____ for each qualifying row (or touple) in outer table
      Select correct option:

      One Time (Correct)

      Quiz Start Time: 04:09 PM Time Left 10
      sec(s)

      Question # 10 of 10 ( Start time: 04:22:32 PM ) Total Marks: 1
      In contrast to data mining, statistics is ______ driven.
      knowledge (Correct)

      Quiz Start Time: 08:50 PM Time Left 55
      sec(s)

      Question # 1 of 10 ( Start time: 08:50:34 PM ) Total Marks: 1
      In context of data mining definition, the term “value” means:
      Select correct option:

      The primary key of table
      The index location of the record
      Importance of hidden patterns discovered (Answer)
      Numerical or string measure assigned to an attribute

      Quiz Start Time: 08:50 PM Time Left 22
      sec(s)

      Question # 2 of 10 ( Start time: 08:51:23 PM ) Total Marks: 1
      Data mining is all about:
      Select correct option:

      Knowledge discovery in database
      Finding hidden patterns in data
      Finding relationships in data
      All of the given options ( may be Answer)

      Quiz Start Time: 08:50 PM Time Left 19
      sec(s)

      Question # 3 of 10 ( Start time: 08:52:41 PM ) Total Marks: 1
      In contrast to statistics, data mining is ______ driven.
      Select correct option:

      Assumption (Answer)
      Knowledge
      Human
      Database

      Quiz Start Time: 08:50 PM Time Left 55
      sec(s)

      Question # 4 of 10 ( Start time: 08:53:56 PM ) Total Marks: 1
      Mining multi dimensional databases allow users to:
      Select correct option:

      Categorize the data
      Analyze the data (Answer)
      Summarize the data
      All of the given options

      Quiz Start Time: 08:50 PM Time Left 18
      sec(s)

      Question # 5 of 10 ( Start time: 08:54:40 PM ) Total Marks: 1
      In context of data mining definition, the term “nontrivial” means:
      Select correct option:

      Discovering information is a simple task
      Discovering information is a complex task
      We can not discover information
      We simply find things rather than discovery (Answer)

      Quiz Start Time: 08:50 PM Time Left 1
      sec(s)

      Question # 6 of 10 ( Start time: 08:55:56 PM ) Total Marks: 1
      Identify the TRUE statement:
      Select correct option:

      Clustering is unsupervised learning and classification is supervised learning
      Clustering is supervised learning and classification is unsupervised learning
      Both clustering and classification are unsupervised learning
      Both clustering and classification are supervised learning

      Quiz Start Time: 08:50 PM Time Left 27
      sec(s)

      Question # 7 of 10 ( Start time: 08:57:26 PM ) Total Marks: 1
      In ________learning you don’t know the number of clusters and no idea about their attributes.
      Select correct option:

      Supervised learning
      Unsupervised learning (Answer)
      Multi Dimension modeling
      None of the given options

      Quiz Start Time: 08:50 PM Time Left 50
      sec(s)

      Question # 8 of 10 ( Start time: 08:58:39 PM ) Total Marks: 1
      In context of clustering, the term “distance” means:
      Select correct option:

      Similarity/dissimilarly of records (Answer)
      The difference between the primary keys of two records
      The relation of a record with corresponding record in child table
      None of the given options

      Quiz Start Time: 08:50 PM Time Left 15
      sec(s)

      Question # 9 of 10 ( Start time: 08:59:22 PM ) Total Marks: 1
      In data mining, initially you _____ what you are looking for.
      Select correct option:

      Know
      Don’t know (Answer)
      May or may not know
      None of the given options

      Quiz Start Time: 08:50 PM Time Left 52
      sec(s)

      Question # 10 of 10 ( Start time: 09:00:41 PM ) Total Marks: 1
      The optimizer uses a hash join to join two tables if they are joined using an equijoin and
      Select correct option:

      Outer table has less number of rows
      Inner table has less number of rows
      Cardinality of tables is equal
      Large amount of data needs to be joined (Answer)

      posted in CS614 - Data Warehousing
      Khuram Shahzad
      Khuram Shahzad
    • RE: CS403 GDB1 Solution and discussion

      Relational data model
      As a database designer, I’ll choose relational data model for the database designing because the relational model represents the database as a collection of relations. A relation is nothing but a table of values. Every row in the table represents a collection of related data values. These rows in the table denote a real-world entity or relationship.
      The table name and column names are helpful to interpret the meaning of values in each row. The data are represented as a set of relations. In the relational model, data are stored as tables. However, the physical storage of the data is independent of the way the data are logically organized.
      Relational Integrity constraints are referred to conditions which must be present for a valid relation. These integrity constraints are derived from the rules in the mini-world that the database represents.
      Four basic update operations performed on relational database model are
      Insert, update, delete and select. The Relational database model represents the database as a collection of relations (tables)Attribute, Tables, Tuple, Relation Schema, Degree, Cardinality, Column, Relation instance, are some important components of Relational Model Relational Integrity constraints are referred to conditions which must be present for a valid relation. The relational database is only concerned with data and not with a structure which can improve the performance of the model

      posted in CS403 - Database Management Systems
      Khuram Shahzad
      Khuram Shahzad
    • RE: CS403 GDB1 Solution and discussion

      posted in CS403 - Database Management Systems
      Khuram Shahzad
      Khuram Shahzad

    Latest posts made by Khuram Shahzad

    • HTTP Strict Transport Security (HSTS)

      How much time to be set for HSTS.

      Enforce web security policy for your website.
      Status: On
      Max-Age: 6 months (Recommended)
      Include subdomains: On
      Preload: On
      This setting was last changed 2 minutes ago

      Change HSTS Settings

      posted in General Discussion
      Khuram Shahzad
      Khuram Shahzad
    • RE: CS506 Assignment 2 Solution and Discussion

      @Shaheen

      Please check in signature
      Chat Room

      posted in CS506 - Web Design and Development
      Khuram Shahzad
      Khuram Shahzad
    • RE: How can I receive Reputation earning from Cyberian? 100% Discount on Fee

      that’s great system to earn a free money online. thank @cyberian
      now we can learn smartly wow!

      posted in Tutorials
      Khuram Shahzad
      Khuram Shahzad
    • RE: CS614 Quiz No. 2 Solution and Discussion

      Quiz Start Time: 04:09 PM Time Left 49
      sec(s)

      Question # 1 of 10 ( Start time: 04:09:48 PM ) Total Marks: 1
      In nested-loop join case, if there are ‘M’ rows in outer table and ‘N’ rows in inner table, time complexity is
      Select correct option:

      O(MN) (Correct)

      Quiz Start Time: 04:09 PM Time Left 35
      sec(s)

      Question # 2 of 10 ( Start time: 04:11:20 PM ) Total Marks: 1
      In context of data mining definition, the term “value” means:
      Select correct option:

      importance of hidden perameters discovered (Correct)

      Quiz Start Time: 04:09 PM Time Left 56
      sec(s)

      Question # 3 of 10 ( Start time: 04:12:51 PM ) Total Marks: 1
      Classification consists of examining the properties of a newly presented observation and assigning it to a predefined ____________.
      Select correct option:

      Class (Correct)

      Quiz Start Time: 04:09 PM Time Left 25
      sec(s)

      Question # 4 of 10 ( Start time: 04:13:44 PM ) Total Marks: 1
      The optimizer uses a hash join to join two tables if they are joined using an equijoin and
      Select correct option:

      Large amount of data need to be joined (Correct)
      A large amount of data needs to be joined.
      A large portion of the table needs to be joined.

      Quiz Start Time: 04:09 PM Time Left 20
      sec(s)

      Question # 5 of 10 ( Start time: 04:15:07 PM ) Total Marks: 1
      In context of nested-loop join, actual number of matching rows returned as a result of the join would be ______ of the order of tables
      Select correct option:

      Independent (Correct)

      Quiz Start Time: 04:09 PM Time Left 13
      sec(s)

      Question # 6 of 10 ( Start time: 04:16:36 PM ) Total Marks: 1
      Normally the input data structure (a database table) for a data mining algorithm:
      Select correct option:

      Quiz Start Time: 04:09 PM Time Left 12
      sec(s)

      Question # 7 of 10 ( Start time: 04:18:07 PM ) Total Marks: 1
      Mining multi dimensional databases allow users to:
      Select correct option:

      Analyze Data (Correct)

      Quiz Start Time: 04:09 PM Time Left 24
      sec(s)

      Question # 8 of 10 ( Start time: 04:19:38 PM ) Total Marks: 1
      ________ refers to the overall process of discovering useful knowledge from data and data mining refers to a particular step in this process.
      Select correct option:

      Knowledge discovery in database (Correct)

      Quiz Start Time: 04:09 PM Time Left 17
      sec(s)

      Question # 9 of 10 ( Start time: 04:21:01 PM ) Total Marks: 1
      In case of nested-loop join, Inner table is accessed _____ for each qualifying row (or touple) in outer table
      Select correct option:

      One Time (Correct)

      Quiz Start Time: 04:09 PM Time Left 10
      sec(s)

      Question # 10 of 10 ( Start time: 04:22:32 PM ) Total Marks: 1
      In contrast to data mining, statistics is ______ driven.
      knowledge (Correct)

      Quiz Start Time: 08:50 PM Time Left 55
      sec(s)

      Question # 1 of 10 ( Start time: 08:50:34 PM ) Total Marks: 1
      In context of data mining definition, the term “value” means:
      Select correct option:

      The primary key of table
      The index location of the record
      Importance of hidden patterns discovered (Answer)
      Numerical or string measure assigned to an attribute

      Quiz Start Time: 08:50 PM Time Left 22
      sec(s)

      Question # 2 of 10 ( Start time: 08:51:23 PM ) Total Marks: 1
      Data mining is all about:
      Select correct option:

      Knowledge discovery in database
      Finding hidden patterns in data
      Finding relationships in data
      All of the given options ( may be Answer)

      Quiz Start Time: 08:50 PM Time Left 19
      sec(s)

      Question # 3 of 10 ( Start time: 08:52:41 PM ) Total Marks: 1
      In contrast to statistics, data mining is ______ driven.
      Select correct option:

      Assumption (Answer)
      Knowledge
      Human
      Database

      Quiz Start Time: 08:50 PM Time Left 55
      sec(s)

      Question # 4 of 10 ( Start time: 08:53:56 PM ) Total Marks: 1
      Mining multi dimensional databases allow users to:
      Select correct option:

      Categorize the data
      Analyze the data (Answer)
      Summarize the data
      All of the given options

      Quiz Start Time: 08:50 PM Time Left 18
      sec(s)

      Question # 5 of 10 ( Start time: 08:54:40 PM ) Total Marks: 1
      In context of data mining definition, the term “nontrivial” means:
      Select correct option:

      Discovering information is a simple task
      Discovering information is a complex task
      We can not discover information
      We simply find things rather than discovery (Answer)

      Quiz Start Time: 08:50 PM Time Left 1
      sec(s)

      Question # 6 of 10 ( Start time: 08:55:56 PM ) Total Marks: 1
      Identify the TRUE statement:
      Select correct option:

      Clustering is unsupervised learning and classification is supervised learning
      Clustering is supervised learning and classification is unsupervised learning
      Both clustering and classification are unsupervised learning
      Both clustering and classification are supervised learning

      Quiz Start Time: 08:50 PM Time Left 27
      sec(s)

      Question # 7 of 10 ( Start time: 08:57:26 PM ) Total Marks: 1
      In ________learning you don’t know the number of clusters and no idea about their attributes.
      Select correct option:

      Supervised learning
      Unsupervised learning (Answer)
      Multi Dimension modeling
      None of the given options

      Quiz Start Time: 08:50 PM Time Left 50
      sec(s)

      Question # 8 of 10 ( Start time: 08:58:39 PM ) Total Marks: 1
      In context of clustering, the term “distance” means:
      Select correct option:

      Similarity/dissimilarly of records (Answer)
      The difference between the primary keys of two records
      The relation of a record with corresponding record in child table
      None of the given options

      Quiz Start Time: 08:50 PM Time Left 15
      sec(s)

      Question # 9 of 10 ( Start time: 08:59:22 PM ) Total Marks: 1
      In data mining, initially you _____ what you are looking for.
      Select correct option:

      Know
      Don’t know (Answer)
      May or may not know
      None of the given options

      Quiz Start Time: 08:50 PM Time Left 52
      sec(s)

      Question # 10 of 10 ( Start time: 09:00:41 PM ) Total Marks: 1
      The optimizer uses a hash join to join two tables if they are joined using an equijoin and
      Select correct option:

      Outer table has less number of rows
      Inner table has less number of rows
      Cardinality of tables is equal
      Large amount of data needs to be joined (Answer)

      posted in CS614 - Data Warehousing
      Khuram Shahzad
      Khuram Shahzad
    • RE: CS614 Quiz No. 2 Solution and Discussion

      Quiz Start Time: 04:09 PM Time Left 49
      sec(s)

      Question # 1 of 10 ( Start time: 04:09:48 PM ) Total Marks: 1
      In nested-loop join case, if there are ‘M’ rows in outer table and ‘N’ rows in inner table, time complexity is
      Select correct option:

      O(MN) (Correct)

      Quiz Start Time: 04:09 PM Time Left 35
      sec(s)

      Question # 2 of 10 ( Start time: 04:11:20 PM ) Total Marks: 1
      In context of data mining definition, the term “value” means:
      Select correct option:

      importance of hidden perameters discovered (Correct)

      Quiz Start Time: 04:09 PM Time Left 56
      sec(s)

      Question # 3 of 10 ( Start time: 04:12:51 PM ) Total Marks: 1
      Classification consists of examining the properties of a newly presented observation and assigning it to a predefined ____________.
      Select correct option:

      Class (Correct)

      Quiz Start Time: 04:09 PM Time Left 25
      sec(s)

      Question # 4 of 10 ( Start time: 04:13:44 PM ) Total Marks: 1
      The optimizer uses a hash join to join two tables if they are joined using an equijoin and
      Select correct option:

      Large amount of data need to be joined (Correct)
      A large amount of data needs to be joined.
      A large portion of the table needs to be joined.

      Quiz Start Time: 04:09 PM Time Left 20
      sec(s)

      Question # 5 of 10 ( Start time: 04:15:07 PM ) Total Marks: 1
      In context of nested-loop join, actual number of matching rows returned as a result of the join would be ______ of the order of tables
      Select correct option:

      Independent (Correct)

      Quiz Start Time: 04:09 PM Time Left 13
      sec(s)

      Question # 6 of 10 ( Start time: 04:16:36 PM ) Total Marks: 1
      Normally the input data structure (a database table) for a data mining algorithm:
      Select correct option:

      Quiz Start Time: 04:09 PM Time Left 12
      sec(s)

      Question # 7 of 10 ( Start time: 04:18:07 PM ) Total Marks: 1
      Mining multi dimensional databases allow users to:
      Select correct option:

      Analyze Data (Correct)

      Quiz Start Time: 04:09 PM Time Left 24
      sec(s)

      Question # 8 of 10 ( Start time: 04:19:38 PM ) Total Marks: 1
      ________ refers to the overall process of discovering useful knowledge from data and data mining refers to a particular step in this process.
      Select correct option:

      Knowledge discovery in database (Correct)

      Quiz Start Time: 04:09 PM Time Left 17
      sec(s)

      Question # 9 of 10 ( Start time: 04:21:01 PM ) Total Marks: 1
      In case of nested-loop join, Inner table is accessed _____ for each qualifying row (or touple) in outer table
      Select correct option:

      One Time (Correct)

      Quiz Start Time: 04:09 PM Time Left 10
      sec(s)

      Question # 10 of 10 ( Start time: 04:22:32 PM ) Total Marks: 1
      In contrast to data mining, statistics is ______ driven.
      knowledge (Correct)

      Quiz Start Time: 08:50 PM Time Left 55
      sec(s)

      Question # 1 of 10 ( Start time: 08:50:34 PM ) Total Marks: 1
      In context of data mining definition, the term “value” means:
      Select correct option:

      The primary key of table
      The index location of the record
      Importance of hidden patterns discovered (Answer)
      Numerical or string measure assigned to an attribute

      Quiz Start Time: 08:50 PM Time Left 22
      sec(s)

      Question # 2 of 10 ( Start time: 08:51:23 PM ) Total Marks: 1
      Data mining is all about:
      Select correct option:

      Knowledge discovery in database
      Finding hidden patterns in data
      Finding relationships in data
      All of the given options ( may be Answer)

      Quiz Start Time: 08:50 PM Time Left 19
      sec(s)

      Question # 3 of 10 ( Start time: 08:52:41 PM ) Total Marks: 1
      In contrast to statistics, data mining is ______ driven.
      Select correct option:

      Assumption (Answer)
      Knowledge
      Human
      Database

      Quiz Start Time: 08:50 PM Time Left 55
      sec(s)

      Question # 4 of 10 ( Start time: 08:53:56 PM ) Total Marks: 1
      Mining multi dimensional databases allow users to:
      Select correct option:

      Categorize the data
      Analyze the data (Answer)
      Summarize the data
      All of the given options

      Quiz Start Time: 08:50 PM Time Left 18
      sec(s)

      Question # 5 of 10 ( Start time: 08:54:40 PM ) Total Marks: 1
      In context of data mining definition, the term “nontrivial” means:
      Select correct option:

      Discovering information is a simple task
      Discovering information is a complex task
      We can not discover information
      We simply find things rather than discovery (Answer)

      Quiz Start Time: 08:50 PM Time Left 1
      sec(s)

      Question # 6 of 10 ( Start time: 08:55:56 PM ) Total Marks: 1
      Identify the TRUE statement:
      Select correct option:

      Clustering is unsupervised learning and classification is supervised learning
      Clustering is supervised learning and classification is unsupervised learning
      Both clustering and classification are unsupervised learning
      Both clustering and classification are supervised learning

      Quiz Start Time: 08:50 PM Time Left 27
      sec(s)

      Question # 7 of 10 ( Start time: 08:57:26 PM ) Total Marks: 1
      In ________learning you don’t know the number of clusters and no idea about their attributes.
      Select correct option:

      Supervised learning
      Unsupervised learning (Answer)
      Multi Dimension modeling
      None of the given options

      Quiz Start Time: 08:50 PM Time Left 50
      sec(s)

      Question # 8 of 10 ( Start time: 08:58:39 PM ) Total Marks: 1
      In context of clustering, the term “distance” means:
      Select correct option:

      Similarity/dissimilarly of records (Answer)
      The difference between the primary keys of two records
      The relation of a record with corresponding record in child table
      None of the given options

      Quiz Start Time: 08:50 PM Time Left 15
      sec(s)

      Question # 9 of 10 ( Start time: 08:59:22 PM ) Total Marks: 1
      In data mining, initially you _____ what you are looking for.
      Select correct option:

      Know
      Don’t know (Answer)
      May or may not know
      None of the given options

      Quiz Start Time: 08:50 PM Time Left 52
      sec(s)

      Question # 10 of 10 ( Start time: 09:00:41 PM ) Total Marks: 1
      The optimizer uses a hash join to join two tables if they are joined using an equijoin and
      Select correct option:

      Outer table has less number of rows
      Inner table has less number of rows
      Cardinality of tables is equal
      Large amount of data needs to be joined (Answer)

      posted in CS614 - Data Warehousing
      Khuram Shahzad
      Khuram Shahzad
    • RE: CS204 GDB1 Solution and discussion

      File transfer systems normally use hybrid cryptosystems, i.e. a combination of symmetric and asymmetric key encryption, to provide secure file transfers. Symmetric keys facilitate faster file encryptions, while asymmetric keys simplify the key distribution process.

      posted in CS204 - Cyber Law
      Khuram Shahzad
      Khuram Shahzad
    • RE: CS302 GDB1 Solution and discussion

      posted in CS302 - Digital Logic Design
      Khuram Shahzad
      Khuram Shahzad
    • RE: How to HTML Image Link

      can we use for video link?

      posted in Web Designing
      Khuram Shahzad
      Khuram Shahzad
    • RE: CS403 GDB1 Solution and discussion

      posted in CS403 - Database Management Systems
      Khuram Shahzad
      Khuram Shahzad
    • RE: CS403 GDB1 Solution and discussion

      Relational data model
      As a database designer, I’ll choose relational data model for the database designing because the relational model represents the database as a collection of relations. A relation is nothing but a table of values. Every row in the table represents a collection of related data values. These rows in the table denote a real-world entity or relationship.
      The table name and column names are helpful to interpret the meaning of values in each row. The data are represented as a set of relations. In the relational model, data are stored as tables. However, the physical storage of the data is independent of the way the data are logically organized.
      Relational Integrity constraints are referred to conditions which must be present for a valid relation. These integrity constraints are derived from the rules in the mini-world that the database represents.
      Four basic update operations performed on relational database model are
      Insert, update, delete and select. The Relational database model represents the database as a collection of relations (tables)Attribute, Tables, Tuple, Relation Schema, Degree, Cardinality, Column, Relation instance, are some important components of Relational Model Relational Integrity constraints are referred to conditions which must be present for a valid relation. The relational database is only concerned with data and not with a structure which can improve the performance of the model

      posted in CS403 - Database Management Systems
      Khuram Shahzad
      Khuram Shahzad