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High Content Q&A videos

https://www.thermofisher.com/us/en/home/life-science/cell-analysis/cellular-imaging/high-content-screening/hca-q-and-a.html

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Bioimage Informatics Activity - Julian, D. 2018

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DATASET Dissecting the multicellular ecosystem of metastatic melanoma by single-cell RNA-seq

Dataset for case study

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Leigh Ann Samsa onto scRNAseq Analysis Resources

Dissecting the multicellular ecosystem of metastatic melanoma by single-cell RNA-seq

Original paper for case study dataset.

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Leigh Ann Samsa onto scRNAseq Analysis Resources

Granatum

GUI students will use to visualize data. 

"Without a single line of programming code, users can click through the pipeline, setting parameters and visualizing results via the interactive graphical interface. Granatum conveniently walks users through various steps of scRNA-Seq analysis. It has a comprehensive list of modules, including plate merging and batch-effect removal, outlier-sample removal, gene-expression normalization, imputation, gene filtering, cell clustering, differential gene expression analysis, pathway/ontology enrichment analysis, protein network interaction visualization, and pseudo-time cell series construction." Zhu et al. Genome Medicine 9:108. doi:10.1186/s13073-017-0492-3

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Leigh Ann Samsa onto scRNAseq Analysis Resources

XKCD - simple writer

Only allows you to use the most common 1000 words in the English language.  

Educational use here - Introducing Students to the Challenges of Communicating Science by Using a Tool That Employs Only the 1,000 Most Commonly Used Words

 

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Sam S Donovan onto HITS 2018 Workshop Resources

Data Management Skill Building Hub

The Data Management Skillbuilding Hub contains resources for better data management and is open to community input and update. These resources are adaptable across a range of contexts and intended for use by researchers, teachers, librarians, or anyone who wants to learn better data management practices. Each tile below contains a lesson in slide format with annotations, a one page handout that distills the main message, and a hands-on exercise. 

Also see the data life cycle at DataONE.

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4) You can get your whole genome sequenced but should you? Wired article 6/26/2017

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Whole Genome Sequencing and You (10 min)

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How to Sequence the Human Genome 5min

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Allen Cell Drug Perturbation website

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Lessons from HeLa Cells:The Ethics and Policy of Biospecimens

Human biospecimens have played a crucial role in scientific and medical advances. Although the ethical and policy issues associated with biospecimen research have long been the subject of scholarly debate, the story of attention of a much broader audience. The story has been a catalyst for policy change, including major regulatory changes proposed in the United States surrounding informed consent. These proposals are premised in part on public opinion data, necessitating a closer look at what such data tell us. The development of biospecimen policy should be informed by many considerations—one of which is public input, robustly gathered, on acceptable approaches that optimize shared interests, including access for all to the benefits of research. There is a need for consent approaches that are guided by realistic aspirations and a balanced view of autonomy within an expanded ethical framework.

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Data for Democracy - Code of Ethics

Data for Democracy is partnering with Bloomberg and BrightHive to develop a code of ethics for data scientists. This code will aim to define values and priorities for overall ethical behavior, in order to guide a data scientist in being a thoughtful, responsible agent of change. The code of ethics is being developed through a community-driven approach.

By hosting discussions among data scientists, we hope to better capture the diverse interests, needs, and concerns that are at play in the community, and put together a code that is truly created by data scientists, for data scientists.

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Community Principles on Ethical Data Practices

This code of ethics for data sharing is created and proposed for adoption by the data science community to reflect the behaviors and principles for the responsible and ethical use and sharing of data by data scientists. 

As a community-driven crowdsourced effort, you can join the the discussion and contribute to the next version of the Community Principles on Ethical Data Sharing.

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Qiime2 View

This interface can view .qza and .qzv files directly in your browser without uploading to a server.

QIIME 2 View (or q2view for short) is an entirely client-side interface for viewing QIIME 2 artifacts and visualizations (.qza/.qzv files respectively). This means that you do not need to have a working QIIME 2 installation to inspect QIIME 2 results. It also means that the files you provide are not sent beyond your browser. In other words, this entire site functions without a server (which makes it very inexpensive to operate).

Additionally, q2view supports viewing externally hosted files, which means you can provide a link to your file (for example on Dropbox) and q2view will automatically download and display it. Better yet, the resulting pages are themselves shareable, so if a collaborator does not have QIIME 2, you can simply upload your results and share your q2view links with your collaborator. q2view will automatically fetch your results and display them to your collaborator.

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Allen Institute Data

The Allen Cell Explorer is the data portal for the Allen Institute for Cell Science, where you can explore our publicly available data, tools and models. The portal provides an unprecedented view into the organizational diversity of human stem cells by combining large-scale 3D imaging data, predictive models, observations of cells, detailed methods, and cell lines that can be purchased for use in labs around the world.

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Sam S Donovan onto Data Sources

Pacific Biosciences datasets

Here are some sample datasets so that you can explore PacBio® sequence data as well as file types generated by the PacBio RS and SMRT® Analysis.

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Sam S Donovan onto Data Sources

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Sam S Donovan onto Data Sources