The BD2K Guide to the Fundamentals of Data Science Series

The BD2K Guide to the Fundamentals of Data Science Series

Every Friday beginning September 9, 2016

12pm - 1pm Eastern Time / 9am - 10am Pacific Time


The Big Data to Knowledge (BD2K) Initiative presents this virtual lecture series on the data science underlying modern biomedical research. Beginning in September 2016, the webinar series will consist of weekly presentations from experts across the country covering the basics of data management, representation, computation, statistical inference, data modeling, and other topics relevant to “big data” in biomedicine. The webinar series will provide essential training suitable for individuals at an introductory overview level. All video presentations from the seminar series will be streamed for live viewing, recorded, and posted online for future viewing and reference. These videos will also be indexed as part of TCC’s Educational Resource Discovery Index (ERuDIte). This webinar series is a collaboration between the TCC, the NIH Office of the Associate Director for Data Science, and BD2K Centers Coordination Center (BD2KCCC).


Please join our weekly meetings from your computer, tablet or smartphone.
https://attendee.gotowebinar.com/register/341938597813942273

If you prefer to use your phone, you can also dial in using the following information.
United States: +1 (914) 614-3221
Access Code: 736-335-403


View all archived videos on our YouTube channel:
https://www.youtube.com/channel/UCKIDQOa0JcUd3K9C1TS7FLQ

 
 
 
Upcoming Lectures

3/3/2017

Algorithms & Optimization

Speaker: Pavel Pevzner

University of California, San Diego

No available video yet. Check back after the webinar date.

3/10/2017

Bayesian Inference

Speaker: Mike Newton

California State University, Sacramento

No available video yet. Check back after the webinar date.

3/17/2017

Data Issues: Multiple testing, Bias, Confounding & Missing Data

Speaker: Lance Waller

Emory University

No available video yet. Check back after the webinar date.

3/24/2017

Causal Inference

Speaker: Joe Hogan

Brown University

No available video yet. Check back after the webinar date.

3/31/2017

Data Visualization Tools & Communication

Speaker: Nils Gehlenborg

Harvard University

No available video yet. Check back after the webinar date.

4/7/2017

Modeling Synthesis

Speaker: John Harer

Duke University

No available video yet. Check back after the webinar date.

4/14/2017

Open Science

Speaker: Brian Nosek

University of Virginia

No available video yet. Check back after the webinar date.

4/21/2017

Data Sharing & Social Obstacles

Speakers: Christine Borgman & Irene Pasquetto

UCLA

No available video yet. Check back after the webinar date.

4/28/2017

Ethical Issues

Speaker: Bartha Knoppers

McGill University

No available video yet. Check back after the webinar date.

5/5/17

Reproducibility

Speaker: John Ionnaidis

Stanford University

No available video yet. Check back after the webinar date.

5/12/2017

Considerations & Limitations for Clinical Data

Speaker: Zak Kohane

Harvard University

No available video yet. Check back after the webinar date.

5/19/2017

BD2K Guide Summary & NIH Context

Speaker: Phil Bourne

National Institutes of Health

No available video yet. Check back after the webinar date.

Lecture Archives

2/24/2017

Unsupervised Machine Learning

Speaker: Ali Shojaie

University of Washington

No available video yet. Check back after the webinar date.

2/17/2017

Supervised Machine Learning

Speaker: Daniela Witten

University of Washington

No available video yet. Check back after the webinar date.

2/10/2017

Data Modeling & Inference Overview

Speaker: Rafa Irizarry

Harvard University

No available video yet. Check back after the webinar date.

2/3/2017

Commons: Lessons Learned, Current State

Speaker: Vivien Bonazzi

National Institutes of Health, Bethesda

No available video yet. Check back after the webinar date.

1/27/2017

Modern Computing: Cloud, Distributed, & High Performance

Speaker: Umit Catalyurek

Georgia Institute of Technology

No available video yet. Check back after the webinar date.

1/20/2017

Running a Data Sciences Laboratory: Infrastructure and Applications

Speaker: Trey Ideker

University of California, San Diego

No available video yet. Check back after the webinar date.
Back

1/13/2017

Workflows & Pipelines

Speaker: Rommie Amaro

University of California, San Diego

No available video yet. Check back after the webinar date.

1/6/2017

Computing Overview

Speaker: Patricia Kovatch

Icahn School of Medicine at Mount Sinai

No available video yet. Check back after the webinar date.

12/16/2016

Natural Language Processing

Speaker: Noemie Elhadad

Columbia University

No available video yet. Check back after the webinar date.

12/09/2016

Exploratory Data Analysis

Speaker: Brian Caffo

Johns Hopkins University

No available video yet. Check back after the webinar date.

12/02/2016

Data Wrangling, Normalization & Preprocessing: Part II Text

Speaker: Sanda Harabagiu

University of Texas at Dallas

No available video yet. Check back after the webinar date.

11/18/2016

Data Wrangling, Normalization & Preprocessing

Speaker: Joseph Picone

Temple University

No available video yet. Check back after the webinar date.

11/4/2016

Databases and data warehouses, Data: structures, types, integrations

Speakers: Chaitan Baru

National Science Foundation

Elena Zheleva

National Science Foundation

No available video yet. Check back after the webinar date.

10/28/2016

Data Representation Overview

Speaker: Anita Bandrowski

University of California San Diego

No available video yet. Check back after the webinar date.

10/21/2016

Metadata standards

Speaker: Susanna-Assunta Sansone

University of Oxford

No available video yet. Check back after the webinar date.

10/14/2016

Provenance

Speaker: Zachary Ives

University of Pennsylvania

No available video yet. Check back after the webinar date.

10/7/2016

Ontologies

Speaker: Michel Dumontier

Stanford University

No available video yet. Check back after the webinar date.

9/30/2016

Data curation and Version control

Speaker: Pascale Gaudet

Swiss Institute of Bioinformatics

No available video yet. Check back after the webinar date.

9/23/2016

Finding and accessing datasets, Indexing and Identifiers

Speaker: Lucila Ohno-Machado

University of California San Diego

9/16/2016

Data Indexing and Retrieval Overview

Speaker: William Hersh

Oregon Health & Science University

9/9/2016

Introduction to big data and the data lifecycle

Speaker: Mark Musen

Stanford University