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Computer Science Department |
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Note that this schedule will be altered during the semester. Please make sure to check it every week. |
Big Data Frameworks: Week 1 - Week 5 |
Week 1 (1/18-1/24) |
Week
2 (1/25-1/31)
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Week 3 (2/1-2/7) |
Week 4 (2/8-2/14) Topics |
Week 5 (2/15-2/21) Topics Readings, Lecture Notes/ Video
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Guided Exploration for Big Data Analytics Research (GEAR) [Visit the GEAR Session page] The CS535 Guided Exploration for Big Data Analytics Research (GEAR) Sessions are designed to provide a guided learning environment for advanced topics in Big Data analytics research. GEAR involves active participation from students. The class will involve lectures (up to 75%) discussing fundamental concepts of the targeted topic and about 25% of the class will be based on student-led research discussions. Students will provide a critical review of cutting-edge research papers. These discussions provide students an opportunity to extend their knowledge and concepts covered in the lectures to real-world problems, and further explore future research directions. More info |
[GEAR Session I] Peta-scale Storage Systems |
Duration Readings, Lecture Notes/ Video |
[GEAR Session II] Machine Learning for Big Data |
Duration Readings, Lecture Notes/ Video 3/24: TP Proposal presentation |
[GEAR Session III] Big Graph Analytics with Social Media Analysis |
Duration
Readings, Lecture Notes/ Video |
Week 13: Spring Recess - No Class |
[GEAR Session IV] Algorithmic Techniques for Big Data |
Duration Readings, Lecture Notes/ Video |
[Term Prject Presentation Week] Week 16 Schedule |