CS-503 (A) Data Analytics Notes
5 notes for Data Analytics, unit by unit.
Notes for CS-503 (A)
- Unit 1 · Short notes Descriptive Statistics Probability Distributions · Inferential Statistics · Inferential Statistics through hypothesis tests · Regression \& ANOVA · Regression ANOVA (Analysis of Variance)
- Unit 2 · Short notes Introduction to Big Data Big Data and its Importance · Four V’s of Big Data · Drivers for Big Data · Introduction to Big Data Analytics · Big Data Analytics applications · Hadoop’s Parallel World
- Unit 3 · Short notes Processing Big Data Integrating disparate data stores · Mapping data to the programming framework · Connecting and extracting data from storage · Transforming data for processing · Subdividing data in preparation for Hadoop Map Reduce
- Unit 4 · Short notes Hadoop MapReduce Employing Hadoop Map Reduce · Creating the components of Hadoop Map Reduce jobs · Distributing data processing across server farms · Executing Hadoop Map Reduce jobs · Monitoring the progress of job flows · The Building Blocks of Hadoop Map Reduce
- Unit 5 · Short notes Big Data Tools and Techniques Installing and Running Pig · Comparison with Databases · Pig Latin · User-Define Functions · Data Processing Operators · Installing and Running Hive
More for CS-503 (A)
Other 5th semester CSE subjects
- CS-501 Theory of Computation
- CS-502 Database Management Systems
- CS-503 (B) Pattern Recognition
- CS-503 (C) Cyber Security
- CS-504 (A) Internet and Web Technology
- CS-504 (B) Object Oriented Programming
- CS-504 (C) Introduction to Database Management Systems
- CS-505 Linux (LAB)
- CS-506 Python