Course Overview
The H3ABioNet 16S rRNA Microbiome Intermediate Bioinformatics course will provide training to enable participants to gain the knowledge and skills to perform 16S rRNA microbiome data analyses using a variety of bioinformatics methods and tools. The H3ABioNet 16S rRNA Microbiome Intermediate Bioinformatics course will use a blended learning approach similar to the popular H3ABioNet Introduction to Bioinformatics Training (IBT) through the use of a combination of theoretical and practical sessions in order for participants to gain knowledge in the use of various tools and resources needed for 16S rRNA microbiome data analysis. There will be 2 contact sessions per week consisting of both theoretical and practical coursework. Participants will generally watch pre-recorded videos (theory) followed by a practical exercise for the remainder of the session. Contact sessions will generally be 4 hours each however the exact format and length of classes will be communicated in due course. 
Intended Audience
Anyone who will be working with 16S rRNA microbiome data and would like to learn more about the bioinformatics analyses.
Keywords: 16S, Microbiome, NGS, Genomics, Nucleic acid analysis
Skill level of training: Beginner
Language: English
Credential awarded: No credential awarded
Type of training: Blended/hybrid learning
Venue of the course: Online
Dates for the course: Every Tuesday and Thursday from 10:30 CAT to 14:30 CAT
Course organisers: Verena Ras, Gerrit Botha, Shaun Aron, Sumir Panji, Nicola Mulder
Participation: As this is an intermediate course, some familiarity with the Unix command line and R scripting will be assumed. However, should participants wish to gain some background knowledge before the start of the course, the following tutorials will provide a good foundation. Linux: http://www.ee.surrey.ac.uk/Teaching/Unix/ R: https://www.statmethods.net/r-tutorial/index.html R: https://www.datacamp.com/courses/free-introduction-to-r
Course Sponsors: H3ABioNet Local Classrooms
Course objectives
 

Classroom applications

Registration for classrooms opens: Thu, 01/01/1970
Registration for classrooms closes: Thu, 01/01/1970
Link to classroom application form:
Notification date for successful classrooms: Thu, 01/01/1970
Maximum number of participants that may be accepted per classroom will be capped at 40

Participant applications

Registration for participants opens: Thu, 01/01/1970
Registration for participants closes: Thu, 01/01/1970
Participant registration link:

Syllabus and Tools
Prerequisites
Course limitations
For more information, please visit
Training material availability
<p>T<strong>raining materials for this course are available as a single</strong> downloadable archive here: <a href="https://doi.org/10.25375/uct.19106780"; target="_blank" rel="noopener noreferrer">https://doi.org/10.25375/uct.19106780</a>;. Should you re-use any of these materials, please ensure that both the author/s of the material AND H3ABioNet are clearly credited.</p> <p><img 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" width="306" height="107" /></p> <h3><a href="training/int-bt">Click here to access the general course site</a></h3>