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Syllabus Information

 

Fall 2022
Feb 25, 2024
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Information Use this page to maintain syllabus information, learning objectives, required materials, and technical requirements for the course.

Syllabus Information
CS 44000 - Large Scale Data Analytics
Associated Term: Fall 2022
Learning Outcomes: 1. Identify techniques appropriate for solving a data analytics challenge. 2. Load and manipulate data in distributed computing environments. 3. Apply computing paradigms to effectively write efficient and scalable algorithms for data analysis pipelines. Know limitations, design details and design decisions of these algorithms. 4. Apply mixed-precision optimization and parallel learning algorithms to modern machine learning algorithms. 5. Present results in methods appropriate for domain experts.
Required Materials:
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