# |
Announcement |
Date |
1 |
Provide your email in lect#1 |
Oct. 8th, 2018 |
Week |
Topic(s) |
Lab Work |
Notes |
1 |
Course Introduction Introduction to Data Mining |
Lab Policy Start Python: Environment Setup and First Program |
Get to Know Each Other and Understand the Course HW for next week: Practice Python Basics |
2 |
Statistics and Algebra: Review |
Python: Strings, Lists, Functions |
Grouping for Course Project HW for next week: Practice Python Basics |
3 |
Data: Knowing, Finding and Exploring Your Data |
Python: Dictionaries, Classes, Files |
Explaining Project Requirements and Assigning Projects to Student Groups HW for next week: Use Python to perform simple statistical analysis on your dataset. |
4 |
Data Pre-Processing |
In-Lab Exam on Python |
See Your Data: Performing Simple Exploratory Statistical Analysis and Visualization on Project Dataset |
5 |
Data Mining 1-A: Pattern Mining |
Python for Pattern Mining |
In-Lab Exploring and Mining Your Dataset. |
6 |
Data Mining 1-B: Pattern Mining |
Python for Pattern Mining |
Mining Your Data |
7 |
Data Mining 2: Classification |
Python for Classification |
Mining Your Data |