07/14/2022
Biotech Program Summer Course: Network Mapping 101 - August 30-31, 2022
Join us for a virtual course and learn how to integrate statistical, functional, multivariate and machine learning results within a publication quality network!
Topics
• Multivariate exploratory analysis and visualization - identify or review your data analysis plan
• Create, validate & visualize classification & regression machine learning predictive models
• Calculate biochemical, structural similarity and empirical networks
• Use network mapping to integrate data analysis results and create a publication quality network visualization
Prerequisites
This course is open to anyone (academic and industry) and will be targeted at beginner and intermediate practitioners of applied data analysis. A combination of lectures and demonstrations will be used to prepare students for hands-on labs allowing self-guided exploration of covered topics. Hands-on labs will employ user interface, API and code-based tools. This course will be taught virtually (Zoom).
Instructions will be provided to registered course participants on how to access all online content and tools, including R programming language 3.6.2 or higher, R Studio Desktop and Cytoscape. A special session will be hosted before the workshop to help answer any questions about installation of the required tools.
Instructor Bio
Dr. Dmitry Grapov (Founder, Creative Data Solutions) has over ten years of industry experience in a variety of biotech settings, including agricultural/plant biotech, healthcare and synthetic biology. His expertise broadly encompasses bioinformatics, data science and machine learning with specific research interests in ‘omics data integration, multivariate data analysis and visualization, network analysis and machine learning. Dr. Grapov received a BS in Biology and Chemistry from the University of Utah and a PhD in Agricultural and Environmental Chemistry with a Designated Emphasis in Biotechnology (DEB) from UC Davis. In addition to running CDS and teaching courses, he serves as the Senior Director, Data Science at Amyris.
Registration and course fee information can be found here:
This intensive Zoom course will be taught by Dr. Dmitry Grapov (Creative Data Solutions) on August 30-31, 2022. The course will include instruction on: