DATA607 - Data Acquisition and Management

Meetup Link:

Click Here to Join the Meetups on Zoom

Course Schedule

Date	Start Time	Module	Slides	Video	Main Deliverables
Aug 25	06:45PM	Data Science Workflows and Toolkit	Meetup 1 Slides	Meetup 1 Video	Brightspace Intro
Sep 1	06:45PM	Visualizing Data	Meetup 2 Slides	Meetup 2 Video	Sep 7 Lab 1
Sep 8	06:45PM	Data Tidying and Wrangling	Meetup 3 Slides	Meetup 3 Video	Sep 14 Lab 2
Sep 15	06:45PM	Exploratory Data Analysis	Meetup 4 Slides	Meetup 4 Video	Sep 21 Lab 3
Sep 22	06:45PM	Data Transformations	Meetup 5 Slides	Meetup 5 Video	Sep 28 Lab 4
Sep 29	06:45PM	Text and Strings	Meetup 6 Slides	Meetup 6 Video	Oct 5 Lab 5
Oct 6	06:45PM	Databases and SQL	Meetup 7 Slides	Meetup 7 Video	Oct 12 Lab 6
Oct 13	06:45PM	Advanced R Programming	Meetup 8 Slides	Meetup 8 Video	Oct 19 Proj. Proposal
Oct 20	06:45PM	Webscraping and APIs	Meetup 9 Slides	Meetup 9 Video	Oct 26 Lab 7
Oct 27	06:45PM	Git and Collaboration	Meetup 10 Slides	Meetup 10 Video	Nov 2 TV Create
Nov 3	06:45PM	Tidy Text and NLP	Meetup 11 Slides	Meetup 11 Video	Nov 9 Lab 8
Nov 10	06:45PM	Large Language Models	Meetup 12 Slides	Meetup 12 Videp	Nov 16 Lab 9
Nov 17	06:45PM	Big Data	Meetup 13 Slides	Meetup 13 Videos	Nov 23 TV Extend
Nov 24		No Meetup (Thanksgiving)
Dec 1	06:45PM	Cloud Computing	Meetup 14 Slides	Meetup 14 Video	Dec 7 Lab 10
Dec 8	06:45PM				Dec 14 Final Project

Links to Vignettes

Week	Video Link	Announcement Link
Week 3	Pivot Vignette	Details
Week 4	Week 4 Additional Content	Details
Week 5	Reprex Debugging Vignette	Details
Week 5	Correlation Trick Video	Details
Week 6	Baby Names String Analysis	Details
Week 7	SQL Extra Slides	Details
Week 7	Joins Vignette	Details
Week 7	Billboard Vignette	Details
Week 8	Functional Programming	Details
Week 9	Webscraping	Details
Week 10	API Vignette	Details
Week 10	Github Vignette	Details
Week 11	N-Gram Extra Slides
Week 11	Sentiment Analysis Vignette	Details
Week 12	Structured Data and Tool Calling Slides	Details
Week 12	Ellmer/LLM Vignette	Details
Week 12	Vitals Vignette	Details
Week 13	Joins in data.table	Details
Week 13	Modifying in place in data.table	Details
Week 14	Getting Started with Azure Databricks	Details
Week 14	Loading Data and Plotting in Databricks Using dbplot and sparklyr	Details
Week 14	Sparlyr on Databricks Vignette	Details
Week 14	Old Course Notes (sparklyr on laptop)