Nov 14 |
Webscraping with APIs in Python |
Seth Frey |
Repository, Recording |
Nov 21 |
Spatial SQL |
Michele Tobias |
Repository |
Oct 31 |
Introduction to Git for Version Control |
Carl Stahmer |
Pro Git, Git Cheat Sheet, Recording |
Nov 07 |
Introduction to SQL for Querying Databases |
Michele Tobias |
Repository, Recording |
SPRING 2019 |
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|
|
May 1 |
Introduction to GIS with QGIS |
Michele Tobias |
recording, slides & repo |
May 17 |
Working with C/C++ in R |
Duncan Temple Lang |
slides, recording |
May 31 |
Git Workflows (part 1) |
Duncan Temple Lang |
slides, recording |
June 7 |
Git Workflows (part 2) |
Duncan Temple Lang |
slides, recording |
WINTER 2019 |
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|
|
Feb 1 |
Data Visualization Principles, Concepts & Best Practices (part 1) |
Duncan Temple Lang |
slides, recording |
Feb 8 |
Data Visualization Principles, Concepts & Best Practices (part 2) |
Duncan Temple Lang |
slides, recording |
Feb 15 |
Graphics in R |
Dan Hicks |
recording slides, data & code |
Feb 22 |
Geospatial Data Visualization with QGIS |
Michele Tobias |
slides, code & data, recording |
March 1 |
Interactive, Dynamic Visualization in R and JavaScript |
Duncan Temple Lang & Jane Carlen |
slides, data & code, recording |
March 8 |
Building Apps with R and Shiny |
Jane Carlen |
code & data, recording |
FALL 2018 |
|
|
|
Oct 12 |
InstallFest |
DSI staff |
|
Oct 19 |
Introduction to Git |
Carl Stahmer |
recording |
Nov 2 |
Amazon Web Services for Research |
IET |
recording |
Nov 30 |
Network Analysis in R |
Jane Carlen |
recording |
SUMMER 2018 |
|
|
|
Sept 10-14 |
Beyond Basics in R |
Duncan Temple Lang |
slides & code, recording part 1, part 2, part 3 |
Sept 14-21 |
DataFest |
DSI |
website, Library link |
Sept 24-25 |
Intro to R |
Duncan Temple Lang |
recording part 1, part 2 |
SPRING 2018 |
|
|
|
April 13, 2018 |
Extracting Structure from Text Documents |
Duncan Temple Lang |
|
April 20, 2018 |
Object Oriented Concepts, Flexible Functions, and Software Design in R |
Duncan Temple Lang |
slides, recording |
April 27, 2018 |
A Practical Introduction to Text Mining |
Carl Stahmer |
data & code |
May 4, 2018 |
Using Relational Databases and SQL in R |
Duncan Temple Lang |
slides, recording |
May 11, 2018 |
A Survey of Statistical Machine Learning Concepts, part 1 |
Duncan Temple Lang |
slides, recording |
May 18, 2018 |
A Survey of Statistical Machine Learning Concepts, part 2 |
Duncan Temple Lang |
slides, recording |
June 1, 2018 |
Topic Modeling with Latent Dirichlet Allocation |
Carl Stahmer |
recording |
WINTER 2018 |
|
|
|
Jan 19, 2018 |
Working with and Creating R Packages |
Duncan Temple Lang |
slides, recording |
Jan 26, 2018 |
R Fundamentals, part 1 |
Duncan Temple Lang |
|
Feb 2 |
R Fundamentals, part 2 |
Duncan Temple Lang |
|
Feb 9 |
R Fundamentals, part 3 |
Duncan Temple Lang |
|
Feb 23 |
Projections for Spatial Data in R |
Michele Tobias |
|
March 2 |
Exploratory Data Analysis with Ggplot |
Dan Hicks |
notes |
March 2 |
Becoming a Data Scientist Info Session, Undergrads |
DSI |
slides |
March 9 |
A gentle introduction to Bayesian inference |
Matt Espe |
slides, recording |
March 13 |
Becoming a Data Scientist Info Session, Grads |
DSI |
slides |
FALL 2017 |
|
|
|
Oct 6 |
Install-Fest |
Data Science Initiative Affiliates |
|
Oct 13 |
Web Scraping & APIs |
Duncan Temple Lang |
|
Oct 20 |
Computing on Clusters |
Bill Broadley |
slides |
Oct 27 |
When to use a Database and Which Technology to Use |
Carl Stahmer |
recording |
Nov 3 |
Getting & Working with Bibliometric Data |
Dan Hicks |
repo, recording |
Nov 17 |
Parallel Computing in R |
Duncan Temple Lang |
slides, recording |
Dec 1 |
Reading & Cleaning Complex Data with Regular Expressions |
Matt Espe & Duncan Temple Lang |
slides, recording |
SUMMER 2017 |
|
|
|
July |
R Fundamentals 4-Part Mini-Course, with recording and notes |
Duncan Temple Lang |
|
SPRING 2017 |
|
|
|
April 14 |
Python for Data Analysis 1 |
Clark Fitzgerald |
|
April 21 |
Python for Data Analysis 2 |
Nick Ulle |
|
April 28 |
Efficient Code in R |
Duncan Temple Lang |
|
May 5 |
Lessons from Binary Classification: overfitting and surrogate losses |
James Sharpnack |
|
May 12 |
Lessons from Binary Classification: non-parametric methods and the kernel trick |
James Sharpnack |
|
May 26 |
Docker |
Titus Brown |
|
June 9 |
Data Visualization Principles |
Duncan Temple Lang |
|
WINTER 2017 |
|
|
|
Jan 27 |
Slash and Burn Command Line and Git |
Carl Stahmer |
|
Feb 3 |
Text Mining Fundamentals |
Carl Stahmer |
|
Feb 10 |
Introduction to Bayesian Modeling Using Stan |
Matt Espe |
|
Feb 17 |
Natural Language Processing: Text Normalization and Entity Extraction |
Carl Stahmer |
|
Feb 24 |
Debugging in R |
Duncan Temple Lang |
|
March 3 |
Natural Language Processing: Form and Meaning |
Carl Stahmer |
|
March 10 |
Natural Language Processing: Text Classification |
Carl Stahmer |
|
FALL 2016 |
|
|
|
Sept 19-20 |
Introduction to Data Science Using R |
Duncan Temple Lang & Deb Niemeier |
|
Sept 30 |
Introduction to HPC/Cluster Computing |
Bill Broadley |
|
Oct 6 |
Unix Shell |
Titus Brown |
materials, recording |
Oct 14 |
Getting Started with Software Repositories, GitHub |
Bill Broadley |
|
Oct 21 |
Introduction to SLURM |
|
|
Oct 28 |
Introduction to Makefiles |
Duncan Temple Lang |
|
Nov 18 |
Compiling/Optimizing Code for HPC Resources |
|
|
SPRING 2016 |
|
|
|
March 7 |
Amazon Web Services |
|
|
April 4 |
Advanced Beginning Python |
|
|
April 6 |
Beginner Git |
Titus Brown |
|
April 8 |
Introduction to Google Earth Engine |
Nick Clinton |
|
April 8 |
Ultra-Basic Introduction to Command Line and Git |
Carl Stahmer |
slides |
April 15 |
Introductory Text Mining |
Carl Stahmer |
|
April 29 |
Intermediate Text Mining |
Carl Stahmer |
|
May 4 |
Open Science Framework |
Center for Open Science |
|
May 27 |
Advanced Text Mining |
Carl Stahmer |
|
June 3 |
D3 |
Duncan Temple Lang |
materials |
2015 |
|
|
|
Jan 13 |
Python for Data Analysis |
|
|
April 4 |
Web Scraping and Web Services |
Deborah Nolan & Duncan Temple Lang |
slides and recordings |
April 25 |
Data Visualization |
Duncan Temple Lang & Deborah Nolan |
recordings |
2014 |
|
|
|
Sept 29 |
Accessing Data from Web Pages and Web Services/APIs |
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|