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
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
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.
Dear Students the Question Bank has been uploaded for the following topics:Question Bank IAE 1
Dear Students the Youtube Video has been uploaded for the following topics:HadoopHDFSMapreduceHive
Assignment topic is Big Data Characteristics and due date is 20-04-2023.
Assignment topic is Big Data Characteristics and due date is 21-04-2023.
Dear Students the Resource Link has been uploaded for the following topics:Pandasbig-data-characteristicsPCASupervised Learnong
