Benjamin Bengfort

151 Followers

I am currently working to finish my PhD at the University of Maryland, studying distributed computing (and machine learning). My focus is on consistency and availability in distributed data systems, particularly those in partition prone networks outside of data centers. The lab next door does have robots and, much to my chagrin, they seem to constantly arm said robots with knives and tools; presumably to pursue culinary accolades. Having seen a robot attempt to slice a tomato, I prefer my own adventures in the kitchen specializing in fusion French and Guyanese cuisine as well as BBQ of all types. I am a professional programmer by trade, a data scientist by vocation; and I write about a di...

data science machine learning python scikit-learn big data recommender visualization yellowbrick information visualization visual analysis databases district data labs matrix (mathematics) data pipeline compliance fincen digtial assets virtual assets vasp fatf travel rule compliance bitcoin mtls peer-to-peer privacy blockchain cryptocurrency travel rule trisa open source model selection time series networks insights database api microservices django topic modeling classification gensim lda entity resolution bls elmr postgresql graphs spark distributed computing swarm intelligence emergent behavior flocks particle swarms genetic algorithms evolutionary programming systems distributed storage systems spanner louvian networkx gephi social networks nltk nlp washington dc ddl faqs help and tutorials cobrain redfox plp rasta speech processing static nonlinear transformations

Aktivität
Info

Benjamin Bengfort

Präsentationen

Building Data Apps with Python

Rasta processing of speech

Annotation with Redfox

Building Data Products with Python (Georgetown)

Beginners Guide to Non-Negative Matrix Factorization

Natural Language Processing with Python

Graph Analyses with Python and NetworkX

An Overview of Spanner: Google's Globally Distributed Database

Evolutionary Design of Swarms (SSCI 2014)

Fast Data Analytics with Spark and Python

Introduction to Machine Learning with SciKit-Learn

Graph Based Machine Learning on Relational Data

An Interactive Visual Analytics Dashboard for the Employment Situation Report

A Primer on Entity Resolution

Data Product Architectures

Visualizing the Model Selection Process

Dynamics in graph analysis (PyData Carolinas 2016)

Visualizing Model Selection with Scikit-Yellowbrick: An Introduction to Developing Visualizers

Visual diagnostics for more effective machine learning

Getting Started with TRISA

Gefällt mir

Programming with Python and PostgreSQL

Visualizing Networks: Beyond the Hairball

Building multi-modal recommendation engines using search engines

Natural Language Processing Crash Course