This workbook forms the basis of a Professional Graduate Certificate Module in Assessment.It offers a comprehensive collection of materials and activities in the realm of assessment.Please note: supplemental worksheets to accompany this are also available.

This resource is a video abstract of a research paper created by Research Square on behalf of its authors. It provides a synopsis that's easy to understand, and can be used to introduce the topics it covers to students, researchers, and the general public. The video's transcript is also provided in full, with a portion provided below for preview:

"Microbiomes are more than just prokaryotes and viruses; they also contain important eukaryotes, including fungi and protists. However, eukaryotes are difficult to study using ‘shotgun’ metagenomics, as their signal is often overwhelmed by the prokaryotes. Some methods use eukaryote-specific marker genes, but they can’t detect eukaryotes that aren’t in the reference marker gene set, and such methods are not compatible with web-based tools for downstream analysis. But CORRAL (Clustering Of Related Reference ALignments) is designed to close those gaps. CORRAL identifies eukaryotes in metagenomic data based on alignments to eukaryote-specific marker genes and Markov clustering. It can detect microbial eukaryotes that are not included in the marker gene reference set. The process is even automated and can be carried out at scale. A recent paper demonstrates CORRAL’s sensitivity and accuracy with simulated datasets, mock community standards, and human microbiome datasets..."

The rest of the transcript, along with a link to the research itself, is available on the resource itself.

This workbook provides a 'how to' guide to developing effective curriculum session design. It offers activities and planning tools to enable the end user to review, design and complete their own teaching plans.

This handout introduces you to four principles for visual design: contrast, repetition, alignment, and proximity.

This material briefly reintroduces the DNA double Helix structure, explains SNP and INDEL mutations in genes and describes FASTA, FASTQ, BAM and VCF file formats. It also explains the index creation, alignment, sorting, marking duplicates and variant calling steps of a simple preprocessing workflow and how to write a Perl script to automate the execution of these steps on a Virtual Machine Image.

This material introduces the AWS console interface, describes how to create an instance on AWS with the VMI provided and connect to that machine instance using the SSH protocol. Once connected, it requires the students to write a script to automate the tasks to create VCF files from two different sample genomes belonging to E.coli microorganisms by using the FASTA and FASTQ files in the input folder of the virtual machine. The same exercise can be applied if the VMI is installed on a local machine using virtualization software (e.g. Oracle VirtualBox). In this case, the Terminal program of the VMI can be used to do the exercise.

Students' eyes are opened to the value of creative, expressive and succinct visual presentation of data, findings and concepts. Student pairs design, redesign and perform simple experiments to test the differences in thermal conductivity (heat flow) through different media (foil and thin steel). Then students create visual diagrams of their findings that can be understood by anyone with little background on the subject, applying their newly learned art vocabulary and concepts to clearly communicate their results. The principles of visual design include contrast, alignment, repetition and proximity; the elements of visual design include an awareness of the use of lines, color, texture, shape, size, value and space. If students already have data available from other experiments, have them jump right into the diagram creation and critique portions of the activity.

This spreadsheet collects the learning objectives from each section of the OpenStax College Algebra book. This is a derivative work and is licensed under CC BY 4.0.

This is a Physical Education resource to be used to expand Physical Education programs to the larger community. This resource includes a downloadable document that teachers may edit and revise to match the needs of their students and program. The calendar template can be used for different months and is met to be a resource for students and their families.

This is a Physical Education resource to be used to expand Physical Education programs to the larger community. This resource includes a downloadable document that teachers may edit and revise to match the needs of their students and program. The calendar template can be used for different months and is met to be a resource for students and their families.

This resource is a video abstract of a research paper created by Research Square on behalf of its authors. It provides a synopsis that's easy to understand, and can be used to introduce the topics it covers to students, researchers, and the general public. The video's transcript is also provided in full, with a portion provided below for preview:

"Knee problems such as instability of the kneecap and arthritis can be telltale signs that it’s time for surgery. But they’re not the only ones. A new study suggests that focal lesions of the cartilage that cushions the kneecap, or patella, and of the trochlea, the groove where the patella rests, are just as important and can have similar causes. Understanding how these lesions are related to knee alignment and morphology could help clinicians develop more tailored and durable treatments. Researchers reached that conclusion after comparing the knee anatomy of 135 patients with focal patellofemoral cartilage lesions, but no arthritis, to that of 100 patients with normal cartilage. Using M-R-I, they assessed features including patellar morphology, trochlear morphology, patellar malalignment, and the quadriceps vector. Patients with patellofemoral lesions showed greater trochlear dysplasia and patellar malalignment than those in the control group..."

The rest of the transcript, along with a link to the research itself, is available on the resource itself.

Students learn the value of writing and art in science and engineering. They acquire vocabulary that is appropriate for explaining visual art and learn about visual design principles (contrast, alignment, repetition and proximity) and elements (lines, color, texture, shape, size, value and space) that are helpful when making visual aids. A PowerPoint(TM) presentation heightens students' awareness of the connection between art and engineering in order to improve the presentation of results, findings, concepts, information and prototype designs. Students also learn about the science and engineering research funding process that relies on effective proposal presentations, as well as some thermal conductivity / heat flow basics including the real-world example of a heat sink which prepares them for the associated activity in which they focus on creating diagrams to communicate their own collected experimental data.