Subject Details
Dept     : IT
Sem      : 6
Regul    : 2017
Faculty : ashokkumar
phone  : NIL
E-mail  : ashok.r.it@snsce.ac.in
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Announcements

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Introducing Hadoop –Hadoop Overview – RDBMS versus Hadoop ,
    HDFS (Hadoop Distributed File System):,
    Components and Block Replication ,
    Processing Data with Hadoop – Introduction to MapReduce

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Types of Data ,
    Mean, Median and Mode – Standard Deviation and Variance ,
    Probability Density Function ,
    Types of Data Distribution ,
    Percentiles and Moments – Correlation and Covariance,
    Conditional Probability – Bayes’ Theorem ,
    Introduction to Univariate, Bivariate and Multivariate Analysis ,
    Principal Component Analysis (PCA) ,
    Dimensionality Reduction using Principal Component Analysis and LDA ,
    Linear Regression – Polynomial Regression – Multivariate Regression – Multi Level Models ,
    Data Warehousing Overview ,
    Bias/Variance Trade Off – K Fold Cross Validation ,
    Data Cleaning and Normalization – Cleaning Web Log Data ,
    Detecting Outliers ,
    Introduction to Machine learning algorithms,
    Supervised Learning,
    Unsupervised Learning,
    Reinforcement learning

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Data Science – Fundamentals and Components ,
    Terminologies Used in Big Data Environments,
    Types of Digital Data ,
    Classification of Digital Data,
    Introduction to Big Data – Characteristics of Data ,
    Evolution of Big Data ,
    Classification of Analytics ,
    Top Challenges Facing Big Data – Importance of Big Data Analytics ,
    Data Analytics Tools.

  • Question Bank

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

  • Youtube Video

    Dear Students the Youtube Video has been uploaded for the following topics:
    Hadoop
    HDFS
    Mapreduce
    Hive

  • Assignment

    Assignment topic is Big Data Characteristics and due date is 20-04-2023.

  • Assignment

    Assignment topic is Big Data Characteristics and due date is 21-04-2023.

  • Resource Link

    Dear Students the Resource Link has been uploaded for the following topics:
    Pandas
    big-data-characteristics
    PCA
    Supervised Learnong