The following project works are performed by the students of CSE351/CSE519 course:
The following tentative course schedule provides topics, problem sets, quiz dates, and exam dates. Check back frequently.
|
Date |
Activity |
Topics |
Readings |
Course Material |
Zoom Meeting & Recording link |
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Mon,
Mar 2, 2020 |
Lecture |
Course
Introduction |
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Wed,
Mar 4, 2020 |
Lecture Exercise/quiz |
What is data science? |
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Mon,
Mar 9, 2020 |
Lecture |
Interaction with Nileshkumar
Jani |
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Wed,
Mar 11, 2020 |
Lecture Exercise/quiz |
Introduction to data mining/machine
learning |
Textbook 2: Chapter 1 |
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Mon,
Mar 16, 2020 |
Lecture |
Mathematical preliminaries - I |
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Wed,
Mar 18, 2020 |
Lecture Exercise/quiz |
Mathematical
preliminaries - II |
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Mon,
Mar 23, 2020 |
Lecture |
Assignment 1 Input: concepts, instances, attributes |
Textbook 2: Chapter 2 |
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Wed,
Mar 25, 2020 |
Lecture Exercise/quiz |
Output: knowledge representation |
Textbook 2: Chapter 3 |
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Mon,
Mar 30, 2020 |
Lecture |
Continued |
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Wed,
Apr 1, 2020 |
Lecture Exercise/quiz |
Algorithms: The basic methods |
Textbook 2: Chapter 4 |
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Mon,
Apr 6, 2020 |
Lecture |
Continued |
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Wed,
Apr 8, 2020 |
Lecture Exercise/quiz |
Evaluation Assignment 2 |
Textbook 2: Chapter 5 |
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Mon,
Apr 13, 2020 |
Lecture |
Midterm 1 |
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Wed,
Apr 15, 2020 |
[No Class - Parliamentary elections Day] |
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Mon,
Apr 20, 2020 |
Lecture |
Guest webinar Dr. Arun Viswanathan, JPL NASA |
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Wed,
Apr 22, 2020 |
Lecture Exercise/quiz |
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Mon,
Apr 27, 2020 |
Lecture |
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Wed,
Apr 29, 2020 |
Lecture Exercise/quiz |
Course project definitions |
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Mon,
May 4, 2020 |
Lecture |
Python for Data Science - IPython |
Textbook 3: Chapter 1 |
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Wed,
May 6, 2020 |
Lecture Exercise/quiz |
Python for Data Science - NumPy |
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Mon,
May 11, 2020 |
Lecture |
Python for Data Science - Pandas |
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Wed,
May 13, 2020 |
Lecture Exercise/quiz |
Python for Data Science - Matplotlib |
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Mon,
May 18, 2020 |
Lecture |
Python
for Data Science - Scikit Learn |
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Wed,
May 20, 2020 |
Lecture Exercise/quiz |
Python
for Data Science - Scikit Learn |
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Mon,
May 25, 2020 |
Lecture |
Python
for Data Science - Machine Learning |
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wed,
May 27, 2020 |
Lecture Exercise/quiz |
Midterm 2 |
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Mon,
Jun 1, 2020 |
Lecture |
Introduction to neural networks |
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Wed,
Jun 3, 2020 |
Lecture Exercise/quiz |
Introduction to Deep Learning |
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Mon,
Jun 8, 2020 |
[No class - correction day -
Thursday schedule] |
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Wed,
Jun 10, 2020 |
Lecture Exercise/quiz |
Guest
speaker |
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Final
Exam |
Final exam 9:00 AM - 11:30 AM |
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Final
Grades |
TBD |
Final Grades |
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