{"repo":"mahmoudparsian/big-data-modeling","free":true,"listed":false,"github":"https://github.com/mahmoudparsian/big-data-modeling","clone":"git clone https://github.com/mahmoudparsian/big-data-modeling.git","description":"Big Data Modeling, MapReduce, Spark, PySpark @ Santa Clara University","language":"HTML","stars":164,"topics":["pyspark-algorithms-book","mapreduce","santa-clara-university","pyspark","data-algorithms","data-transformation","data-partition","partitioning-algorithms","algorithms","mapreduce-python"],"license":null,"category":"analytics","readme_excerpt":"Fall Quarter 2026 ISBA-2413: Big Data Modeling & Analytics @author: Dr. Mahmoud Parsian -------------------------- ---------------------------- 1. Course Information This course is about big data and its role in carrying out modern business intelligence for actionable insight to address new business needs. This course is a lab-led and open source software rooted course. Students will learn the fundamentals of MapReduce, Spark framework, NoSQL databases, PySpark, and Amazon Athena. The class will focus on the storage, processing, and analysis aspects of big data. Students will use Spark cluster and MapReduce fundamentals to solve big data problems. Main Subjects Subject Percentage ------------------------------------- ------------ 1. Big Data Concepts 10% 2. MapReduce Paradigm 20% 3. Big Data Analytics by PySpark 50% 4. Data Partitioning and SQL Queries 20% 2. Class Room, Dates & Hours 3. Instructor: Dr. M. Parsian 4. Prerequisite 5. Course Description 6. Course Outline 7. Glossary of Big Data, MapReduce, Spark 8. Required Books and Papers 9. Optional Books and References 10. Required Software 11. Syllabus, Fall Quarter 2026 12. Grading and Class Conduct 13. Academic Conduct 14. Python Tutorials 15. SQL Tutorials 16. MapReduce Tutorials 17. PySpark Tutorials 18. Office Hours 19. Exam 1 & Exam 2 20. Final Exam --- Mahmoud Parsian's Latest Books Data Algorithms with Spark ------ PySpark Algorithms ------- Data Algorithms","default_branch":null,"files":null,"tree":[],"storefront":"/r/mahmoudparsian","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/mahmoudparsian/big-data-modeling/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}