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  • Question Bank

    Dear Students the Question Bank has been uploaded for the following topics:
    IAE2 Answer Key

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Realtime Analytics Platform(RTAP) applications ,
    case studies - real time sentiment analysis,
    Stock market predictions,
    Market based model – Apriori Algorithm ,
    Mining Frequent itemsets ,
    Handling large data sets in Main memory ,
    Clustering Techniques – Hierarchical – K- Means ,
    Counting frequent itemsets in a stream ,
    Clustering high dimensional data – CLIQUE and PROCLUS ,
    Limited Pass algorithm ,
    Frequent pattern based clustering methods ,
    Clustering in non-euclidean space – Clustering for streams and Parallelism,
    Hadoop, Hive,
    MapReduce ,
    NoSQL Databases ,
    S3 - Hadoop Distributed file systems ,
    Visualizations,
    Visual data analysis techniques, interaction techniques,
    Systems and applications,
    MapR – Sharding

  • Puzzles

    Dear Students the Puzzles has been uploaded for the following topics:
    unit 3,
    unit 3,
    unit4,
    unit5

  • Question Bank

    Dear Students the Question Bank has been uploaded for the following topics:
    IAE1 Answer Key

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Support vector and kernel methods

  • Question Bank

    Dear Students the Question Bank has been uploaded for the following topics:
    UNIVERSITY QUESTION PAPERNOV DEC 2017

  • Question Bank

    Dear Students the Question Bank has been uploaded for the following topics:
    2 Marks,
    UNIVERSITY QUESTION PAPER

  • Youtube Video

    Dear Students the Youtube Video has been uploaded for the following topics:
    Data Analysis - Overview

  • Puzzles

    Dear Students the Puzzles has been uploaded for the following topics:
    Modern data analytic tools,
    Statistical Inference,
    Stastical concepts: Sampling distributions,
    Regression modeling,
    Bayesian modeling

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Introduction to Big Data Platform ,
    Challenges of conventional systems ,
    Analysis vs reporting ,
    Stastical concepts: Sampling distributions,
    Resampling, statistical inference,
    Web data – Evolution of Analytic scalability, analytic processes and tools,
    Modern data analytic tools,
    Prediction error,
    Regression modeling, Multivariate analysis,
    Bayesian modeling, inference and Bayesian networks

  • Question Bank

    Dear Students the Question Bank has been uploaded for the following topics:
    IAE3

  • Youtube Video

    Dear Students the Youtube Video has been uploaded for the following topics:
    Re Sampling AND STATISTICAL INFERENCE

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Modern data analytic tools,
    Web data – Evolution of Analytic scalability, analytic processes and tools,
    Analysis vs reporting

  • Question Bank

    Dear Students the Question Bank has been uploaded for the following topics:
    IAE3 Question Bank

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Challenges of conventional systems

  • Lecture Notes

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

  • Resource Link

    Dear Students the Resource Link has been uploaded for the following topics:
    Data Analysis - Overview
    Big Data Analytics
    Challenges of conventional systems

  • Youtube Video

    Dear Students the Youtube Video has been uploaded for the following topics:
    Data Analytics
    Data Analysis - Overview

  • Puzzles

    Dear Students the Puzzles has been uploaded for the following topics:
    Web data,
    – Evolution of Analytic scalability, analytic processes and tools

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Estimating moments ,
    Counting oneness in a window

  • Youtube Video

    Dear Students the Youtube Video has been uploaded for the following topics:
    Introduction to the Course

  • Resource Link

    Dear Students the Resource Link has been uploaded for the following topics:
    Overview of Data Analytics

  • Puzzles

    Dear Students the Puzzles has been uploaded for the following topics:
    Introduction to Big Data Platform,
    Web data

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Fuzzy logic: extracting fuzzy models from data,
    Competitive learning,
    Fuzzy decision trees,
    Stochastic search methods,
    Neural networks: learning and generalization,
    Introduction to Streams Concepts – Stream data model and architecture ,
    Analysis of time series: linear systems analysis,
    Principal component analysis and neural networks,
    Stream Computing, Sampling data in a stream ,
    Filtering streams – Counting distinct elements in a stream

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Rule induction ,
    Nonlinear dynamics

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