| Data Engineering I - 13778 - CS 59000 - DE1 |
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Basic data manipulation; review of Python; introduction to Unix scripts; data cleaning; dealing with missing data; summarizing data. Covers material from CS/Stat 242.
Associated Term: Summer 2020 Registration Dates: Jan 27, 2020 to May 19, 2020 Levels: Graduate, Professional, Undergraduate Attributes: Upper Division, Variable Title West Lafayette Campus Distance Learning Schedule Type Online Instructional Method 1.000 Credits View Catalog Entry Course Materials
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| Data Engineering II - 13780 - CS 59000 - DE2 |
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Relational databases; SQL; introduction to No-SQL systems; introduction to cloud computing; Data Security and Privacy; Access Control. Covers material from CS/Stat 242 and CS 348.
Associated Term: Summer 2020 Registration Dates: Jan 27, 2020 to Jun 30, 2020 Levels: Graduate, Professional, Undergraduate Attributes: Upper Division, Variable Title West Lafayette Campus Distance Learning Schedule Type Online Instructional Method 1.000 Credits View Catalog Entry Course Materials
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| Foundations Of CS - 13774 - CS 59000 - FCS |
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Basic logic and proof methods; recursion and induction. Introduction to data structures. Sorting, searching, basic graph algorithms. Algorithm design and analysis techniques. Covers material from CS 182 and CS 251.
Associated Term: Summer 2020 Registration Dates: Jan 27, 2020 to May 19, 2020 Levels: Graduate, Professional, Undergraduate Attributes: Upper Division, Variable Title West Lafayette Campus Distance Learning Schedule Type Online Instructional Method 1.000 Credits View Catalog Entry Course Materials
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| Foundations Of Decision Making - 13781 - CS 59000 - FDM |
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Sampling and reproducibility. Hypothesis testing (A/B testing), multiple hypothesis testing, data visualization, fairness and data biases. Covers material from CS 373 and Stat 355.
Associated Term: Summer 2020 Registration Dates: Jan 27, 2020 to Jun 30, 2020 Levels: Graduate, Professional, Undergraduate Attributes: Upper Division, Variable Title West Lafayette Campus Distance Learning Schedule Type Online Instructional Method 1.000 Credits View Catalog Entry Course Materials
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| Numerical Comput For Data Sci - 13782 - CS 59000 - NCD |
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Linear algebra and vector spaces, linear systems and Eigenvalues; linear regression and least squares; fitting data to models; high performance computing. Covers material from CS 314.
Associated Term: Summer 2020 Registration Dates: Jan 27, 2020 to Jun 30, 2020 Levels: Graduate, Professional, Undergraduate Attributes: Upper Division, Variable Title West Lafayette Campus Distance Learning Schedule Type Online Instructional Method 1.000 Credits View Catalog Entry Course Materials
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