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50 years of Data Science
23 Feb 2016 | Teaching & Reference Material | Contributor(s): David Donoho
This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/912More than 50 years ago, John Tukey called for a reformation of academic statistics. In ‘The Future of Data Analysis’, he pointed to the existence of an as-yet...
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A Laboratory Class Exploring Microbial Diversity and Evolution Using Online Databases, the Biology Workbench, and Phylogenetics Software
29 Sep 2015 | Teaching & Reference Material | Contributor(s): Sarah Boomer, Kelly Shipley, Bryan Dutton, Daniel Lodge
Students assemble and align bacterial datasets using DNA information downloaded from the National Center for Biotechnology Information website and Biology Workbench. Specifically, they compare unknown original DNA sequences (from, in our case, hot spring communities) to a backbone of...
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AIM-UP! Coal balls lesson
28 Mar 2015 | Teaching & Reference Material | Contributor(s): Monte Garroutte, Jordan Metzgar, Hirotsugu Mori
This resource has been updated - find the current version here: https://qubeshub.org/publications/334In this activity, students learn about ancient plant life and climate change by examining coal balls. In addition to the lesson itself, information is provided on where to purchase coal ball...
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AIM-UP! GIS and bats lesson
28 Mar 2015 | Teaching & Reference Material
This resource has been updated - find the current version here: https://qubeshub.org/publications/335This lesson introduces the use of GIS (geographic information systems) in the study of biological questions, using bats as the model organism. This activity requires access to GIS...
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AIMS- Analyzing Images to learn Mathematics and Statistics - studying leaf cutter ants to learn linear regression
15 Jan 2015 | Teaching & Reference Material | Contributor(s): Jeremy M Wojdak
This resource has been updated - find the current version here: https://qubeshub.org/publications/239This is a teaching resource that uses fascinating images and videos of leaf cutter ants foraging in Panama to provide an engaging context for students to learn about mathematics and...
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Avida-ED Lab Book Summer 2017
27 Jul 2017 | Teaching & Reference Material | Contributor(s): Wendy Johnson, Cory Kohn, Amy Lark, Louise Mead, Robert T Pennock, Jim Smith, Michael James Wiser
The Summer 2017 version of the Avida-ED Lab Manual includes the addition of an exercise that covers genetic drift (Exercise 4: Exploring Population Change Without Selection)
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CATALST - Change Agents for Teaching and Learning Statistics
22 Jan 2015 | Teaching & Reference Material | Contributor(s): Joan Garfield, Robert delMas, Andrew Zieffler, Allan Rossman, Beth Chance, John Holcomb, George Cobb
From the project website: "This project uses the acronym CATALST (Change Agents for Teaching and Learning Statistics) to represent the goal of accelerating change in the teaching and learning of statistics. The changes we are working towards are in both content and pedagogy. Our focus is the...
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Data Nuggets - Bringing Real Data into the Classroom to Unearth Students' Quantitative & Inquiry Skills
22 Jan 2015 | Teaching & Reference Material | Contributor(s): MK Kjelvik, EH Schultheis
Data Nuggets are narratives about real research, featuring the principal scientist, that include data students can analyze. Right now they are aimed at K-12 students, but many topics covered are taught in college courses, and there is no limit to what mathematical or statistical concepts...
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DataCamp
06 Nov 2016 | Teaching & Reference Material | Contributor(s): Drew LaMar
This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/913The Easiest Way to Learn Data Science OnlineMaster data analysis from the comfort of your browser, at your own pace, tailored to your needs and expertise. Whether...
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Drivers of Avian Local Species Richness: Continental-Scale Gradients, Regional Landscape, or Local Land Cover?
27 Mar 2015 | Teaching & Reference Material | Contributor(s): Tom Langen
This resource has been updated - find the current version here: https://qubeshub.org/publications/269An ecology laboratory focusing upon the concept of species richness and its study.From the module: Students learn how to test hypotheses related to the local, regional, and continental...
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E. coli Citrate Use
24 Aug 2015 | Teaching & Reference Material
This resource has been updated - find the current version here: https://qubeshub.org/publications/357Bacteria are excellent model organisms for studying evolution. They are easy to grow, maintain, and handle under very controlled conditions. Even more importantly for evolution...
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Free Introduction to Python for Data Science Course at DataCamp
06 Nov 2016 | Teaching & Reference Material | Contributor(s): Drew LaMar
This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/915Python is a general-purpose programming language that is becoming more and more popular for doing data science. Companies worldwide are using Python to harvest insights from...
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Free Introduction to R Course at DataCamp
06 Nov 2016 | Teaching & Reference Material | Contributor(s): Drew LaMar
This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/914In this introduction to R, you will master the basics of this beautiful open source language, including factors, lists and data frames. With the knowledge gained in this...
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Introduction to Probability, Statistics, and Random Processes
07 Nov 2016 | Teaching & Reference Material | Contributor(s): Hossein Pishro-Nik
This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/896Check out the textbook called Introduction to Probability, Statistics, and Random Processes by Hossein Pishro-Nik. From the website: "It is an open access...
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Introductory Science and Mathematics Education for 21st-Century Biologists
24 Feb 2015 | Teaching & Reference Material | Contributor(s): William Bialek, David Botstein
This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/830Article abstract: "Galileo wrote that “the book of nature is written in the language of mathematics”; his quantitative approach to understanding the...
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IPMpack: an R package for Integral Projection Models
19 Jan 2015 | Software (Off-site) | Contributor(s): C. Jessica E. Metcalf, Sean M. McMahon, Roberto Salguero-Gómez, Eelke Jongejans, Cory Merow
This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/779IPMpack is an R package (R Development Core Team 2013) that allows users to build and analyse Integral Projection Models. An IPM is a demographic tool to explore the...
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MathBench Biology Modules
13 Mar 2015 | Teaching & Reference Material | Contributor(s): Katerina V. Thompson, Kären C. Nelson, Gili Marbach-Ad, Michael Keller, William F. Fagan, Patricia A. Shields
Modules designed to help students understand the math behind the material learned in introductory ecology courses.
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Measuring the Health of the Earth Using the Theory of Island Biography
11 Mar 2015 | Teaching & Reference Material | Contributor(s): Jana Eggleston, Stephanie Renee Campau, Farshid Ahrestani, Holly D Gaff
This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/868Biodiversity has been shown to be a good measure of the health of the planet system (McGrady-Steed et al. 1997). The more species and genetic diversity, the more stable the...
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Monkey Opsins
20 Aug 2015 | Teaching & Reference Material
This resource has been updated - find the current version here: https://qubeshub.org/publications/356Humans have trichromatic vision. Our eyes detect colors in the visible range of the spectrum using three different cone cell types, each maximally stimulated by a different wavelength of...
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OpenIntro
24 Jan 2015 | Teaching & Reference Material
This resource has been updated - find the current version here: https://qubeshub.org/qubesresources/publications/889OpenIntro was started with one goal in mind: create a free and open-source introductory textbook. The mission of OpenIntro is to make educational products that...