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DS4UX (Spring 2016)/Schedule
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=== Week 1: March 28 === [[DS4UX (Spring 2016)/Day 1 plan|Day 1 plan]] ;Assignments due * fill out the pre-course survey ;Agenda * Quick introductions β Be ready to introduce yourself and describe your interest and goals in the class. * [[DS4UX_(Spring_2016)/Day_1_lecture#Part 1: Why Programming and Data Science|Why Programming and Data Science for UX Research?]] β What this course is about * Class overview and expectations β We'll walk through this syllabus. * Group formation β We'll assemble in our peer programming groups for the first time. * [[DS4UX_(Spring_2016)/Day_1_exercise|Installation and setup]] β You'll install software including the Python programming language and run through a series of exercises. * [[DS4UX_(Spring_2016)/Day_1_lecture#Part 2: Basic Python concepts|Interactive lecture]]: ''programming concepts 1'' * [[DS4UX (Spring 2016)/Day 1 tutorial|Self-guided tutorial and exercises]] β You'll work through a self-guided tutorial to practice the basic concepts we introduced in the lecture. ;Homework * Complete [[DS4UX (Spring 2016)/Day 1 tutorial|Self-guided tutorial and exercises]] (if you didn't finish this in class). * Complete [[DS4UX_(Spring_2016)/Day_1_exercise#Goal_7:_Practice_Python_using_Codecademy|CodeAcademy lessons]] ;Resources * Python for Informatics: [http://www.pythonlearn.com/html-009/book001.html Preface] and [http://www.pythonlearn.com/html-009/book002.html Chapter 1 Why should you learn to write programs?] * [http://sites.tufts.edu/cbi/files/2013/01/linux_cheat_sheet.pdf Command line cheat sheet] β covers basics like <code>ls, pwd, cd</code> and much more. <br/> <br/> === Week 2: April 4 === [[DS4UX_(Spring_2016)/Day_2_plan|Day 2 plan]] ;Agenda * We will review the [[DS4UX_(Spring_2016)/Day_2_lecture#Part 1: Review|programming concepts introduced last week]] as a group. * We will introduce some [[DS4UX_(Spring_2016)/Day_2_lecture#Part_2:_New_programming_concepts|new programming concepts]] into the mix. * We will play a guessing game ('''[http://jtmorgan.net/ds4ux/week2/others/favorite_buildings.py click here to download the code]''') * We will use what we have learned so far to [[Wordplay|cheat at Scrabble]]. * We will introduce our first set of Coding Challenges. * We will take a sneak peak at what a [https://nyssadatascience.wordpress.com/ good final project] looks like. ;Homework * Complete [https://www.codecademy.com/courses/python-beginner-en-kSQwt/1/1 the second set of CodeAcademy lessons] * Work on the Week 2 [[DS4UX_(Spring_2016)/Day_2_coding_challenge|coding challenges]] ;Resources * Python for Informatics: [http://www.pythonlearn.com/html-009/book003.html Chapter 2 Variables, expressions and statements] and [http://www.pythonlearn.com/html-009/book004.html Chapter 3 Conditional execution] * [[Python data types cheat sheet]] * [[Python loops cheat sheet]] * [[DS4UX_(Spring_2016)/Working_within_loops|Working within loops]] * [[Wordplay handout]] * [http://communitydata.cc/~mako/cdsw-au2015-lecture1-20151010.ogv cdsw-au2015-lecture1-20151010.ogv] -- Mako Hill's lecture video from a previous course, which covers most of the concepts from my Week 1 and Week 2 lectures. <br/> <br/> === Week 3: April 11 === [[DS4UX_(Spring_2016)/Day_3_plan|Day 3 plan]] ;Agenda * We will review your feedback from last week * We will walk through the [[DS4UX_(Spring_2016)/Day_2_coding_challenge#Solutions|solutions to the code challenges from last week]] * We will introduce some [[DS4UX_(Spring_2016)/Day_3_lecture|new programming concepts]] * We will walk through an example of programming in a UX Research context * We will begin working on a series of exercises using the [[DS4UX_(Spring_2016)/Baby Names|Baby Names]] dataset ;Homework *[[DS4UX_(Spring_2016)/Day_3_coding_challenge|Day 3 coding challenges]] ;Resources *''go here'' <br/> <br/> === Week 4: April 18 === [[DS4UX_(Spring_2016)/Day_4_plan|Day 4 plan]] ;Agenda * [[DS4UX_(Spring_2016)/Day_3_coding_challenge|Week 3 code challenges]] β We'll briefly walk through the concepts and solutions to the Week 3 coding challenges as a group. * [[DS4UX_(Spring_2016)/Day_4_lecture#Week_3_follow-up|Day 3 follow up]] β We will cover some important concepts that we didn't have a chance to cover in depth last week. * [[DS4UX_(Spring_2016)/Day_4_lecture#Reading_and_writing_files|Reading and writing files]] β we will learn how to read and write basic datafiles with Python. * [[DS4UX_(Spring_2016)/Seattle_traffic|Burke-Gilman traffic counter]] β we will start working with a dataset of bike and pedestrian traffic on the Burke-Gilman trail. * [[DS4UX_(Spring_2016)/Wikipedia Notifications survey|Wikipedia Notifications survey analysis]] β We will walk through a real life example that uses the concepts we've developed so far to answer research questions. ;Homework * [[DS4UX_(Spring_2016)/Day_4_coding_challenge|Day 4 coding challenges]] (Required) '''[https://canvas.uw.edu/courses/1040891/assignments/3264409 Turn in here!]''' ;Resources * Two video lectures by Mako Hill, which covers most of the concepts from NEXT week's lecture (as well as some useful review): :* [https://communitydata.cc/~mako/cdsw-au2015-lecture2-20151024.ogv cdsw-au2015-lecture2-20151024.ogv] :* [https://communitydata.cc/~mako/cdsw-au2015-lecture3-20151107.ogv cdsw-au2015-lecture3-20151107.ogv] <br/> <br/> === Week 5: April 25 === [[DS4UX_(Spring_2016)/Day_5_plan|Day 5 plan]] ;Assignments due * [[DS4UX_(Spring_2016)/Day_4_coding_challenge|Day 4 coding challenge]] '''[https://canvas.uw.edu/courses/1040891/assignments/3264409 Turn in here!]''' ;Agenda * [[DS4UX_(Spring_2016)/Day_4_coding_challenge#Solutions|Week 4 code challenge solutions]] β We'll walk through the concepts and solutions to the Week 4 coding challenges as a group. * [[DS4UX_(Spring_2016)/Day_5_lecture#Lecture_1:_What_is_an_API.3F|Lecture 1: What is an API?]] β Ray will introduce us to APIs ("Application Programming Interfaces"). * [[DS4UX_(Spring_2016)/Day_5_lecture#Exercise_1:_How_do_we_use_APIs_to_get_kitten_pictures.3F|Exercise 1: PlaceKitten API]] β we will write our first API requests using the [http://placekitten PlaceKitten API]. * [[DS4UX_(Spring_2016)/Day_5_lecture#Lecture_2:_Using_data_from_APIs_in_Python|Lecture 2: Using data from APIs in Python]] β Ray will introduce us to JSON ("JavaScript Object Notation"), a type of data structure that is commonly used by APIs, which can be easily imported into Python and converted to a dictionary for analysis. * [[DS4UX_(Spring_2016)/Day_5_lecture#Week_5_project:_How_do_we_use_APIs_to_get_data_from_Wikipedia.3F|Week 5 project: Introducing the Wikipedia API]] β We will learn the syntax of the MediaWiki API (used by Wikipedia), as well as how to test API queries in a sandbox, and how to perform those queries in Pythonβin preparation for the [[DS4UX_(Spring_2016)/Day_5_coding_challenge|Week 5 coding challenges]]. *We will go over a [https://docs.google.com/document/d/1RPjvoxYX87DM_px8UX9my6rEg0V3rTcNvRHzSAHxAzU/edit list of sample APIs, datasets, and research questions] that will get you thinking about what research ''you'' want to conduct for your final class project. ;Homework *[[DS4UX_(Spring_2016)/Day_5_coding_challenge|Day 5 coding challenge]] ('''Update: NOT Required''') *[[DS4UX_(Spring_2016)#Final_Project_Idea|Final project ideas]] ;Resources * [https://docs.google.com/document/d/1RPjvoxYX87DM_px8UX9my6rEg0V3rTcNvRHzSAHxAzU/edit# Project Idea Assignment resources]: some examples of APIs, datasets, and research questions to help you complete your [[DS4UX_(Spring_2016)#Final_Project_Idea|Final Project Idea Assignment]]. * [https://jsonformatter.curiousconcept.com/ JSON formatter and validator]: (useful for examining the structure of large/complex JSON blobs) * [https://www.hurl.it/ Hurl.it API sandbox]: like the [https://en.wikipedia.org/wiki/Special:ApiSandbox Wikipedia API sandbox], but can query many more APIs! * Two video lectures by Tommy Guy and Mako Hill, which covers most of the concepts from this week (as well as some useful review): :* [https://communitydata.cc/~mako/cdsw-au2015-lecture2-20151024.ogv cdsw-au2015-lecture2-20151024.ogv] :* [https://communitydata.cc/~mako/cdsw-au2015-lecture3-20151107.ogv cdsw-au2015-lecture3-20151107.ogv] <br/> <br/> === Week 6: May 2 === [[DS4UX_(Spring_2016)/Day_6_plan|Day 6 plan]] ;Assignments due *[[DS4UX_(Spring_2016)#Final_Project_Idea|Final project ideas]] ([https://canvas.uw.edu/courses/1040891/discussion_topics/3325827 Turn in on Canvas]) ;Agenda * [[DS4UX_(Spring_2016)/Panama_Papers|Panama Papers project]] β using Wikipedia APIs to gather information related to a breaking news event. :* [https://jtmorgan.net/ds4ux/week6/panama-papers.zip Click here to download the Panama Papers project] * An interactive lecture introducing the concept of user-defined functions :* [https://jtmorgan.net/ds4ux/week6/lecture.zip Click here to download the lecture slides and code] ;Homework *[[DS4UX_(Spring_2016)/Day_6_coding_challenge|Day 6 coding challenge]] ('''Required''') ;Resources *[http://jtmorgan.net/ds4ux/week5/wikipedia-solutions.zip Click here to download the solutions to the week 5 coding challenges] (the ones that weren't required) <br/> <br/> === Week 7: May 9 === [[DS4UX_(Spring_2016)/Day_7_plan|Day 7 plan]] ;Assignments due *[[DS4UX_(Spring_2016)/Day_6_coding_challenge|Day 6 coding challenges]] '''(Required)''' :* [https://jtmorgan.net/ds4ux/week6/panama-papers-solutions.zip Click here to download the week 6 challenge solutions] ;Agenda * Week 6 coding challenge solutions - Jonathan will review the solutions to the week 6 coding challenges and answer questions * Writing your own functions - Ray will give a lecture and lead us through a series of interactive exercises on creating custom functions to make our code simpler, clearer, and more flexible. :* [https://jtmorgan.net/ds4ux/week7/lecture.zip Click here to download the lecture slides and code] * [[DS4UX_(Spring_2016)/Building_permits|Working with location data]] - Jonathan will introduce some simple techniques for aggregating and visualizing datasets that have a location component, using a corpus of Seattle building permit data. :* [https://jtmorgan.net/ds4ux/week7/bpdata.zip Click here to download the building permit code and data] ;Coding challenges *[[DS4UX_(Spring_2016)/Day_7_coding_challenge|Day 7 coding challenges]] <!-- ;Resources *''go here'' --> <br/> <br/> === Week 8: May 16 === [[DS4UX_(Spring_2016)/Day_8_plan|Day 8 plan]] ;Assignments due *[[DS4UX_(Spring_2016)#Final_Project_Proposal|Final project proposal]] '''MOVED FROM WEEK 7''' ;Agenda *Jupyter notebooks: intro and setup :* paws.wmflabs.org :* [https://en.wikipedia.org/w/index.php?title=Special:UserLogin&type=signup CLICK HERE to create a Wikipedia account] :* [https://paws-public.wmflabs.org/paws-public/User:Jtmorgan/DS4UX%20Jupyter%20intro.ipynb Jupyter intro notebook] :* [http://jtmorgan.net/ds4ux/week8/notebooks.zip Click here to download today's notebooks] ''(I'm not 100% sure this will work)'' *Some new concepts: <code>try/except, sleep(), dateutil.parser, datetime.datetime</code> :* [https://paws-public.wmflabs.org/paws-public/User:Jtmorgan/Week%208%20new%20concepts.ipynb Week 8 new concepts notebook] *Functions II: walk through examples in Jupyter and terminal :* [https://paws-public.wmflabs.org/paws-public/user/Jtmorgan/notebooks/Parsing%20permit%20data%20demo.ipynb Building permit notebook] :* [http://jtmorgan.net/ds4ux/week8/lecture.zip Click here to download the wiki shows demo code] :* [https://paws-public.wmflabs.org/paws-public/user/Jtmorgan/notebooks/Wiki%20shows.ipynb Wiki-shows notebook] ;Coding challenges *No coding challenges this week! ;Resources *''Data Science from Scratch'', Joel Grus (O'Reilly) <br/> <br/> === Week 9: May 23 === [[DS4UX_(Spring_2016)/Day_9_plan|Day 9 plan]] ;Agenda * We will review the requirements for the Final Presentation and Final Project assignments * We will review the course as a whole, and what we accomplished * We will go through 1-2 more examples of how to organize a program into functions * We will have an opportunity to review key Python concepts as a class * We will have plenty of time to ask questions about and work on final projects ;Resources * [http://effbot.org/pyfaq/tutor-what-is-if-name-main-for.htm What is 'if __name__ == "__main__"' for?] (''effbot.org'') * [https://www.quora.com/What-is-use-of-main-method-in-Python-Can-someone-explain-with-example What is use of main method in Python? Can someone explain with example?] (''Quora.com'') ;Free (mostly) Python 3 tutorials and reference works * ''[http://www.diveintopython3.net/ Dive into Python3]'' * ''[http://learnpythonthehardway.org/book/ Learn Python the Hard Way]'' * ''[http://www.python-course.eu/python3_course.php Python-Course.EU]'' * ''[http://thepythonguru.com/ The Python Guru - Beginner's tutorial]'' * ''[https://www.gitbook.com/book/krother/python-3-basics-tutorial/details GitBook Python 3 Basics Tutorial]'' * ''[https://en.wikibooks.org/wiki/Non-Programmer%27s_Tutorial_for_Python_3 WikiBooks Non-programmer's Python 3 tutorial]'' * ''[http://docs.python-guide.org/en/latest/intro/learning/ The Hitchhiker's Guide to Python]'' (links to many different tutorials!) * ''[https://www.dataquest.io/track/data-analyst-track DataQuest Data Analyst interactive course series]'' * ''[http://shop.oreilly.com/product/0636920023784.do Python for Data Analysis]'' (O'Reilly media book) <br/> <br/> === Week 10: June 3 (DATE CHANGE) === ''Please note that this class we will meet from 6pm to 9pm on Friday evening, rather than Monday evening, because of the Memorial Day holiday.'' ;Assignments due * [[DS4UX_(Spring_2016)#Final_Project_Presentation|Final project presentation]] ;Agenda * Final project presentations ;Resources * ''one'' <br/> <br/> === Week 11: June 6 === FINALS WEEK - NO CLASS ;Assignments due *[[DS4UX_(Spring_2016)#Final_Project_Report|Final project report and code]] due '''by midnight on Wednesday, 6/8/2016''' <br/> <br/> [[Category:DS4UX (Spring 2016)]]
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