In Defense of Imprecision: Why Traditional Approaches to Data Visualization are Changing – ODSC Boston 2015
ConferencesData VisualizationModelingODSC East 2015|Speaker Slidesposted by Open Data Science December 12, 2014
In Defense of Imprecision: Why Traditional Approaches to Data Visualization are Changing from freshdatabos In the worlds of research, science, and academia, much attention is given to precision, objectivity, and de-biasing data. The ability to “lie with data” is a legitimate concern. In business analytics, and... Read more
You Have The Data, Now What – Chris Lynch ODSC Boston 2015
ConferencesData WranglingModelingODSC East 2015|Speaker Slidesposted by Open Data Science December 10, 2014
You Have the Data, Now What? (Chris Lynch) – 2014 Boston Data Festival – from freshdatabos Read more
Vector Space Word Representations – Rani Nelken ODSC Boston 2015
ConferencesModelingNLP/Text AnalyticsODSC East 2015|Speaker Slidesposted by Open Data Science December 10, 2014
Vector Space Word Representations – Rani Nelken PhD from freshdatabos NLP has traditionally mapped words to discrete elements without underlying structure. Recent research replaces these models with vector-based representations, efficiently learned using neural networks. The resulting embeddings not only improve performance on a variety of tasks,... Read more
Visualizing Networks – Lynn Cherny ODSC Boston 2015
ConferencesData VisualizationModelingODSC East 2015|Speaker Slidesposted by Open Data Science December 10, 2014
Visualizing Networks from freshdatabos Network data is increasingly pervasive, but can be hard to work with. The naive first pass at a network diagram usually looks like a “hairball.” If you add some simple network measures like degree, betweenness, centrality, and community membership, you’ll be able... Read more
An Introduction to Social Network Analysis with NetworkX: Two Factions of a Karate Club
DeepnoteModelingposted by ODSC Community Apr 9, 2021
Networks (a.k.a graphs) are one of the most interesting areas of data science and have been...
Announcing the ODSC Machine Learning Certification
AI PlusCareer Insightsposted by ODSC Team Apr 6, 2021
A successful data scientist or AI practitioner never stops learning. However, pausing your career to return...
Ditching Excel for Python – Lessons Learned from a Legacy Industry
ExcelPythonposted by ODSC Community Apr 6, 2021
I’ve been in a reflective mood lately, probably because it’s the end of a very eventful...
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