Subject Details
Dept     : CSE
Sem      : 7
Regul    : R 2017
Faculty : Mr. Karthikeyan. K
phone  : NIL
E-mail  : sns.cse.karthik@gmail.com
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Announcements

  • Puzzles

    Dear Students the Puzzles has been uploaded for the following topics:
    Mining Frequent itemsets - Market based model,
    Apriori Algorithm,
    Handling large data sets in Main memory – Limited Pass algorithm,
    Counting frequent itemsets in a stream,
    Clustering Techniques –Hierarchical,
    K- Means – Clustering high dimensional data,
    CLIQUE and PROCLUS,
    Frequent pattern based clustering methods,
    Clustering in non-euclidean space – Clustering for streams and Parallelism.

  • Question Bank

    Dear Students the Question Bank has been uploaded for the following topics:
    IAE 2 QP,
    IAE 2 ANS

  • Grades & Toppers of IAE2

     

    ANUSA. T.S.
    1
    ASWINI. K.
    1
    KOUSIKA. S.
    2
    NARMADHA. T.
    2
    SHONA. K.
    2
    THENDRAL. A.
    2
    DEEKSHA. K.
    3

  • Question Bank

    Dear Students the Question Bank has been uploaded for the following topics:
    IAE 1

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Mining Frequent itemsets - Market based model ,
    Apriori Algorithm ,
    Handling large data sets in Main memory – Limited Pass algorithm ,
    Mining Frequent itemsets - Market based model

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Modern data analytic tools,,
    Stastical concepts: Sampling distributions,
    resampling, statistical inference,
    prediction error.

  • Puzzles

    Dear Students the Puzzles has been uploaded for the following topics:
    Introduction to Big Data Platform ,
    Challenges of conventional systems - Web data,
    Evolution of Analytic Scalability,,
    analytic processes and tools, Analysis vs reporting,
    Modern data analytic tools,,
    Stastical concepts: Sampling distributions,
    resampling, statistical inference,
    prediction error.

  • Grades & Toppers of IAE3

     

    DEEKSHA. K.
    1
    ANUSA. T.S.
    2
    THENDRAL. A.
    3

  • Question Bank

    Dear Students the Question Bank has been uploaded for the following topics:
    IAE 3 QP

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Evolution of Analytic Scalability,,
    Challenges of conventional systems - Web data ,
    analytic processes and tools, Analysis vs reporting

  • Grades & Toppers of IAE1

     

    S.Sarankumar
    1

  • Question Bank

    Dear Students the Question Bank has been uploaded for the following topics:
    all unit unit 1 to unit 5

  • Youtube Video

    Dear Students the Youtube Video has been uploaded for the following topics:
    Big Data Analytics
    Bayesian modeling,

  • Resource Link

    Dear Students the Resource Link has been uploaded for the following topics:
    Big Data Analytics
    Regression modeling, Multivariate analysis, Bayesian modeling, inference and Bayesian networks,

  • Resource Link

    Dear Students the Resource Link has been uploaded for the following topics:
    apriori algorithm
    K- Means – Clustering
    k means clustering algorithm
    Stastical concepts: Sampling distributions
    Neural networks: learning and generalization
    Bayesian modeling, inference and Bayesian networks,
    Fuzzy logic
    Stochastic search methods.

  • Assignment

    Assignment topic is Apriori Algorithm and due date is 14-10-2019.

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Regression modeling, Multivariate analysis,
    Regression modeling, Multivariate analysis,
    Bayesian modeling, inference and Bayesian networks,,
    Support vector and kernel methods,
    nonlinear dynamics - Rule induction ,
    competitive learning,principal component analysis ,
    neural networks,
    Fuzzy logic,
    data,fuzzy decision trees,
    Stochastic search methods.

  • Puzzles

    Dear Students the Puzzles has been uploaded for the following topics:
    topic ,
    topic 2,
    topic 3,
    topic 4,
    topic 5,
    topic 6,
    topic 7,
    topic 8,
    topic 9,
    topic 10,
    topic 1

  • Assignment

    Assignment topic is big data in health care sector and due date is 28-08-2019.

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Stream Computing, Sampling data in a stream,
    Filtering streams – Counting distinct elements in a stream ,
    Estimating moments ,
    Counting oneness in a window ,
    Decaying window ,
    case studies - real time sentiment analysis,
    stock market predictions.

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Introduction to Big Data Platform

  • Question Bank

    Dear Students the Question Bank has been uploaded for the following topics:
    IAE 2 ANS

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Introduction to Big Data Platform

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Counting frequent itemsets in a stream ,
    Clustering Techniques –Hierarchical ,
    K- Means – Clustering high dimensional data,
    CLIQUE and PROCLUS,
    Frequent pattern based clustering methods ,
    Clustering in non-euclidean space – Clustering for streams and Parallelism.,
    MapReduce – Hadoop,
    Hive, MapR ,
    Sharding – NoSQL Databases ,
    Visualizations,
    Visual data analysis techniques,
    interaction techniques; Systems ,
    applications:,
    S3 - Hadoop Distributed file systems

  • Puzzles

    Dear Students the Puzzles has been uploaded for the following topics:
    MapReduce – Hadoop,
    Hive, MapR,
    Sharding – NoSQL Databases,
    S3 - Hadoop Distributed file systems,
    Visualizations -Visual data analysis techniques,
    interaction techniques; Systems -applications:

  • Puzzles

    Dear Students the Puzzles has been uploaded for the following topics:
    ntroduction to Streams Concepts – Stream data model and architecture,
    Stream Computing, Sampling data in a stream,
    Filtering streams – Counting distinct elements in a stream,
    Estimating moments,
    Counting oneness in a window,
    Decaying window,
    Realtime Analytics Platform(RTAP)applications,
    stock market predictions.

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Introduction to Streams Concepts – Stream data model and architecture

  • Question Bank

    Dear Students the Question Bank has been uploaded for the following topics:
    question paper

  • Assignment

    Assignment topic is Bigdata in media and entertainment industry and due date is 17-09-2019.

  • Question Bank

    Dear Students the Question Bank has been uploaded for the following topics:
    IAE QP ANSWER KEY