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AKTU Big Data and Analytics Lab (BCDS651) Syllabus PDF – B.Tech 3rd Year
Big Data and Analytics Lab BCDS651
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- Semester 6
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Official AKTU syllabus of Big Data and Analytics Lab (BCDS651) for B.Tech 3rd Year – 1 credits, L-T-P 0-0-2. Read the unit-wise course content, course outcomes, evaluation pattern and recommended books online, or download the PDF.
Syllabus — Big Data and Analytics Lab
Download PDFBCDS651 · 1 credits · L-T-P 0-0-2
Course Outcomes
At the end of course, the student will be able to
| CO 1 | Optimize business decisions and create competitive advantage with Big data analytics | K , K 3 5 |
| CO 2 | Practice java concepts required for developing map reduce programs | K , K 4 5 |
| CO 3 | Impart the architectural concepts of Hadoop and introducing map reduce paradigm. | K , K 4 5 |
| CO 4 | Practice programming tools PIG and HIVE in Hadoop eco system. | K 5 |
| CO 5 | Implement best practices for Hadoop development. | K , K 5 6 |
Course Content
- Downloading and installing Hadoop; Understanding different Hadoop modes. Startup scripts, Configuration files.
- Implement the following file management tasks in Hadoop: i. Adding files and directories ii. Retrieving files iii. Deleting files Hint: A typical Hadoop workflow creates data files (such as log files) elsewhere and copies them into HDFS using one of the above command line utilities
- Implement of Matrix Multiplication with Hadoop Map Reduce
- Write a Map Reduce program that mines weather data. Hint: Weather sensors collecting data every hour at many locations across the globe gather a large volume of log data, which is a good candidate for analysis with Map Reduce, since it is semi structured and record-oriented
- Run a basic Word Count Map Reduce program to understand Map Reduce Paradigm. 6. Implementation of K-means clustering using Map Reduce
- Installation of Hive along with practice examples.
- Installation of HBase, Installing thrift along with Practice examples
- Patrice importing and exporting data from various data bases .
- Write PIG Commands: Write Pig Latin scripts sort, group, join, project, and filter your data.
- Run the Pig Latin Scripts to find Word Count .
- Run the Pig Latin Scripts to find a max temp for each and every year. Note: The Instructor may add/delete/modify/tune experiments
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