INT315: Cluster Computing Notes & Study Material
Cluster Computing covers Apache Spark and Scala for distributed data processing, including RDDs, Spark SQL, GraphX, Spark Streaming with Apache Kafka, and machine learning using Spark MLlib and PySpark. The course emphasizes applying these technologies to big-data processing, analytics, graph processing, and practical machine-learning workflows.
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Available Study Materials
Handwritten Notes & Slides
Unit-by-unit lecture summaries and handwritten notes from class toppers.
Previous Year Papers (PYQs)
LPU Mid-Term (MTE) and End-Term (ETE) questions with solutions.
Official Syllabus & CA Pattern
Course structure, credits, weightage, and continuous evaluation criteria.
Course Overview & Evaluation Scheme
INT315 Unit-Wise Detailed Syllabus
Unit 1: Introduction to Programming in Scala
Detailed lecture materials, unit questions, and revision summaries available inside the Scholix portal.
Unit 2: Using RDD for Creating Applications in Spark and Graph Analytics
Detailed lecture materials, unit questions, and revision summaries available inside the Scholix portal.
Unit 3: Running SQL Queries Using Spark SQL
Detailed lecture materials, unit questions, and revision summaries available inside the Scholix portal.
Unit 4: Spark Streaming with Apache Kafka
Detailed lecture materials, unit questions, and revision summaries available inside the Scholix portal.
Unit 5: Spark ML Programming and PySpark
Detailed lecture materials, unit questions, and revision summaries available inside the Scholix portal.
Unit 6: Continuous Assessment
Detailed lecture materials, unit questions, and revision summaries available inside the Scholix portal.
Frequently Asked Questions (FAQs)
How to download INT315 LPU notes for free?
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Where can I find INT315 previous year questions (PYQs)?
Scholix maintains an extensive archive of LPU Mid-Term (MTE) and End-Term (ETE) question papers with solution guides.
What is the pass percentage & grading for INT315?
Passing criteria follow LPU academic regulations with combined evaluation across Continuous Assessments, Attendance, and End-Term Examination.