| Date |
Topics |
Reading and Resources |
Reminders |
Python Review |
Week 1 |
| 2018-01-08 |
"Ice Storm" - No Class
|
|
|
| 2018-01-10 |
Intro to Python
|
ITCS - Introduction
TP 1
Video: Intro to Python
|
HW0 Released 2018-01-10
Registration Deadline (2018-01-12)
|
Week 2 |
| 2018-01-15 |
MLK Day - No Class
|
|
|
| 2018-01-17 |
Snow Day - No Class
|
|
HW0 Due 2018-01-18
|
Week 3 |
| 2018-01-22 |
Values and Variables
Functions
Modules and Programs
|
ITCS - Simple Data
TP 2
Video: Values and Variables
ITCS - Functions
ITCS - Turtles
TP 3
ITCS - Modules
TP 1,14
hanglib
Exercise: BMI Module
Exercise: Hangman
|
HW1 Released 2018-01-22
|
| 2018-01-24 |
Functions
Modules and Programs
Data Structures
|
ITCS - Functions
ITCS - Turtles
TP 3
ITCS - Modules
TP 1,14
hanglib
Exercise: BMI Module
Exercise: Hangman
ITCS - Lists
ITCS - Dictionaries
TP 10,11,12
Video: Data Structures
Exercise: Data Utilities
|
Verification of Participation (Faculty) (2018-01-26)
|
Week 4 |
| 2018-01-29 |
iPython
Control Structures
|
ITCS - Selection
ITCS - Iteration
TP 5, 7
Exercise: Grades Module
|
|
| 2018-01-31 |
Functional programming
|
TP 19
|
HW1 Due 2018-02-01
|
Week 5 |
| 2018-02-05 |
Functional programming
|
TP 19
|
|
| 2018-02-07 |
Exam 1
|
cs2316-exam1-practice.pdf
cs2316-exam1-practice-answers.pdf
|
HW2 Released 2018-02-14
|
Data Formats, Retrieval, Storage, and Delivery |
Week 6 |
| 2018-02-12 |
Classes and Objects
|
ITCS - Classes and Objects
OOP Code
TP 15 - 18
Exercise: Treating People as Objects
|
|
| 2018-02-14 |
File IO
CSV Files
|
IP 8
Exercise: Tree
IP 8
Exercise: Student Emails (Sample Answer)
Exercise: Tides
Exercise: Calculate Grades
|
HW2 Due 2018-02-14
|
Week 7 |
| 2018-02-19 |
Data Exchange Formats
|
IP 8
XML Details
Python XML and Database APIs
JSON Spec
people.xml
Exercise: Books
|
Progress Reports Due (Faculty) (2018-02-19)
|
| 2018-02-21 |
HTML
Regular Expressions
|
IP 8
IP 7
Python RE Module
Python Regex HowTo
|
|
Week 8 |
| 2018-02-26 |
Web Scraping
Web Services
|
Beautiful Soup
wx.py
movie.py
Exercise: Company Scraper
IP 8
Requests
OAuth
JSON Spec
|
|
| 2018-02-28 |
Web Scraping
Web Services
|
Beautiful Soup
wx.py
movie.py
Exercise: Company Scraper
IP 8
Requests
OAuth
JSON Spec
|
|
Week 9 |
| 2018-03-05 |
Relational Databases
SQL DDL
SQL CRUD
|
MySQL Guide
Exercise: Registration Database
Exercise: Pubs Queries
MySQL Guide - on databases course web site
Exercise: Registration Database
Exercise: Pubs Queries
|
|
| 2018-03-07 |
SQL Queries
Python Database API
|
MySQL Guide - on databases course web site
Exercise: Registration Database
Exercise: Exercise: Dorms Queries
Python XML and Database APIs
Python DB-API
Python SQLite API
PyMySQL
|
|
Week 10 |
| 2018-03-12 |
SQL Queries
Python Database API
|
MySQL Guide - on databases course web site
Exercise: Registration Database
Exercise: Exercise: Dorms Queries
Python XML and Database APIs
Python DB-API
Python SQLite API
PyMySQL
|
HW3 Released 2018-03-12
|
| 2018-03-14 |
Flask
|
IP 9
Flask Web site
Gradeboook App
|
Grade Mode Deadline (2018-03-14)
Grade Substitution Deadline (2018-03-14)
Withdrawal Deadline (2018-03-14)
|
Week 11 |
| 2018-03-19 |
Spring Break - No Class
|
|
|
| 2018-03-21 |
Spring Break - No Class
|
|
|
Data Analytics, Machine Learning, and Big Data |
Week 12 |
| 2018-03-26 |
Data Analytics in Python
NumPy
|
SciPy.org
Numpy Manual
|
|
| 2018-03-28 |
Pandas
|
Pandas.PyData.org
|
HW3 Due 2018-03-29
|
Week 13 |
| 2018-04-02 |
Pandas
|
Pandas.PyData.org
|
|
| 2018-04-04 |
Pandas
|
Pandas.PyData.org
|
|
Week 14 |
| 2018-04-09 |
Data Visualization with Python
Natural Language Processing
|
Matplotlib.org
NLTK
|
|
| 2018-04-11 |
Scikit-learn
|
Scikit-learn.org
|
HW4 Released 2018-04-11
|
Week 15 |
| 2018-04-16 |
tensorflow
|
|
|
| 2018-04-18 |
Hadoop
|
|
HW4 Due 2018-04-20
|
Week 16 |
| 2018-04-23 |
Spark
|
|
Final Instructional Days (2018-04-23)
|
Final Exams |
| 2018-04-27 |
14:50 - 17:40
(Possibly a Final Project)
|
|
|