This is the website for “R for Data Science”. This book will teach you how to do data science with R: You’ll learn how to get your data into R, get it into the most useful structure, transform it, visualise it and model it. In this book, you will find a practicum of skills for data science. Just as a chemist learns how to clean test tubes and stock a lab, you’ll learn how to clean data and draw plots—and many other things besides. These are the skills that allow data science to happen, and here you will find the best practices for doing each of these things with R. You’ll learn how to use the grammar of graphics, literate programming, and reproducible research to save time. You’ll also learn how to manage cognitive resources to facilitate discoveries when wrangling, visualising, and exploring data.

Students will be able to:

Describe the basics of Robots.

Describe basic hardware and software of the LEGO Robot.

Write sequential code for LEGO Robot to move.

Rockin Russian is designed to give students exposure to the Russian language and culture through the medium of Russian music videos. Students are able to perfect their grammar while rocking out to music videos from Russia's pop stars. Based on Russian music videos from MTV Russia, Rockin' Russian is supplemented with exercise materials focusing on pronunciation, vocabulary development, grammar and cultural features. Parts of the videos are embedded into exercises in each category that students can revisit, strengthening their language skills.

Students are asked think-pair-share questions to predict the interaction of alpha particles fired toward the nucleus of an atom. An online applet is used to illustrate the interaction and test students' ideas for the causes of the interaction. This activity uses a resource in the comPADRE partner collection.

This is a laboratory manual used to support a college-level general science course covering sound, audio and acoustics. Lab exercises include the speed of sound, harmonic motion, tensioned strings, resonant pipes, etc.

A Python Functions activity - "Scrabble game" - for CS0 students. Part of the CUNY CS04All project.

This exercise is a laboratory activity designed for a CHM101 course. This activity has students take various lengths and volumes to practice recording measurements with correct significant figures. Students will also use some measurements in calculations and practice rounding calculated values to the correct number of significant figures. 

These Simulator Laboratory Worksheets are open educational resources that align with BCIT’s Power Engineering Thermodynamics and Thermal Power Plant Simulator courses.

The Smith College Chinese Character Literacy Project site is part of the Chinese Character Literacy Project which has been funded by the Five College Blended Learning for Humanities and Humanistic Social Sciences and supported by the Five College Deans and a multi-year grant from the Andrew W. Mellon Foundation. This site serves as an online character learning platform which showcases the character videos made by students and instructors in the beginning Chinese courses (CHI110 and CHI111) at Smith College (and with the hope to collaborate with other institutions in the future).

The Soils Laboratory Manual, K-State Edition is designed for students in undergraduate, introductory soil science courses. The manual highlights the multidisciplinary aspects of soil science with laboratories focused on soil formation, classification, and mapping; soil physics, soil biology; soil chemistry; and soil fertility and management.

A compilation of brief video clips in which native speakers of Spanish from various locations throughout Latin America and Spain demonstrate various language tasks.

The purpose of these materials is to help future public school teachers of Spanish in their assessment of learners' levels of proficiency. These materials not only present videos of learners interacting with an interlocutor, but also direct the viewer to notice features about the learners' language and proficiency levels. The website also presents information on proficiency levels to help the viewer develop a greater awareness of differences in learner language.

A one-way analysis of variance exercise using data on species diversities from vernal pools.Data are from vernal pools in Willowbrook Park (adjacent to College of Staten Island's campus) in spring.
The typical ANOVA gives a straightforward result (significant anova, easily-interpreted Tukey-Kramer analysis). This data set requires more nuanced interpretation, as the ANOVA is marginally significant, and Tukey-Kramer yields one significant pairwise comparison between groups. Relative lack of variation within groups explains this apparent enigma.

Daily Departures: Speed Reading Passages for English Language Learners is a collection of twenty 200-225 word reading passages written primarily within the 1,000-word level of the New General Service List and designed to provide fluency support for English language learners at the Waystage level of the Common European Framework Reference.

Student Engagement Activities for Business Communications is a compilation resource for instructors of workplace writing and oral presentations. The activities in this book can add value and energy to the classroom by engaging students in activities that support their learning. Handouts, links, activity variations, and debrief questions are included.

The research project of this Ph.D. in Digital Media has as objective the creation of a tool (object of learning) for pedagogical aid in teaching the production of visual effects in audiovisual productions, more specifically in the interactions between real and virtual images (match moving).

The prototype created during the research has the purpose of assisting teachers and students in the practical exercises of interaction between real and virtual images.

The tool has the ability to assist in data collection at the time of live-action filming, given the large amount and complexity of these data, and its vital need for the reproduction of real conditions in the virtual universe later.

In addition, it has the ability to generate a script (in Maxscript language) for its use in 3DS Max graphics software, automating part of the production process.

It is also part of the research, besides the conception and creation of the tool (learning object), its validation in the pedagogical and design bias (user experience and user interface).

Teach the Earth is a portal to thousands of open educational resources from dozens of earth education websites. Teach the Earth supports teaching and learning about the Earth by providing online resources for educators in the geosciences and related fields. Resources include classroom activities, course descriptions and syllabi, information about pedagogical strategies, topical collections, and more.

Topics include atmospheric science, biogeoscience, climate change, earthquakes, ecology, energy, environmental geology, environmental science, geochemistry, geodesy, geomorphology, geophysics, GIS/remote sensing, hydrology/hydrogeology, minerals and mineralogy, oceanography, paleontology, petrology, planetary science, plate tectonics, rock cycle, sedimentary geology, soil, structural geology, water, and volcanoes.

Tennessee State University Open Education Resource - Affordable Learning Solutions Webpage Portal for post-secondary content across higher education academic disciplines in partnership with www.MERLOT.org.

An online pedagogical reference grammar of the French language that combines authoritative grammar explanations, self-correcting exercises and online audio with surreal dialogues and cartoon images.