Data Science Modeling Tutorials, Guides, Tips, and Examples

Productionizing Deep Learning from the Ground Up – Adam Gibson ODSC Boston 2015

Conferences Deep Learning Modeling ODSC East 2015|Speaker Slidesposted by Open Data Science June 15, 2015

Productionizing Deep Learning From the Ground Up from odsc Presenter Bio Adam Gibson is the founder of Skymind.io and is a deep learning specialist based in San Francisco assisting Fortune 500 companies, hedge funds, PR firms and startup accelerators with their machine learning projects. Adam has... Read more

Mobile Technology Usage by Humanitarian Programs: A Metadata Analysis – Rashmi Dayalu ODSC Boston 2015

Conferences Modeling Research ODSC East 2015|Speaker Slidesposted by Open Data Science June 15, 2015

Mobile technology Usage by Humanitarian Programs: A Metadata Analysis from odsc CommCare, developed by Dimagi Inc., is an open-source mobile technology platform that supports hundreds of humanitarian frontline programs worldwide.The objective of this analysis is to demonstrate how CommCare metadata contains a wealth of information that... Read more

Data Science at Dow Jones: Monetizing Data, News and Information – Juan Huerta ODSC Boston 2015

Conferences Modeling Predictive Analytics Tools Tools & Languages ODSC East 2015|Speaker Slidesposted by Open Data Science June 15, 2015

Data Science at Dow Jones: Monetizing Data, News and Information from odsc In this presentation I will describe the way Data Science supports the business of information and news at Dow Jones. Specifically, I will describe how we are introducing innovative and advanced large-scale information mining... Read more

Think Breadth, Not Depth – Seong Lee ODSC Boston 2015

Conferences Data Wrangling Modeling ODSC East 2015|Speaker Slidesposted by Open Data Science June 15, 2015

Think Breadth, Not Depth from odsc We’ve all been told to “work smarter, not harder.” But what does working smarter really mean? In the world of finance and trading, working smarter means working differently. None of us can compete against computers stacked inches away from the... Read more

Building a Predictive Analytics Solution with Azure ML – Fidan Boylu & Syed Fahad Allam Shah ODSC Boston 2015

Conferences Modeling Predictive Analytics Azure ODSC East 2015|Speaker Slidesposted by Open Data Science June 10, 2015

Building a Predictive Analytics Solution with Azure ML from odsc Create and operationalize a predictive model using Microsoft Azure Machine Learning. –Perform the typical steps involved in building a predictive analytics solution such as data ingestion, data cleansing, data exploration, feature engineering, model selection and evaluation... Read more

Beyond Names – Gregor Stewart ODSC Boston 2015

Conferences Modeling NLP/Text Analytics ODSC East 2015|Speaker Slidesposted by Open Data Science June 9, 2015

Beyond Names from odsc Finding and classifying the mentions of the things named in text, often called Named Entity Recognition or NER, is a fundamental task in many search and analysis applications. Mature, robust NER technology is available for many languages and domains, from people, places,... Read more

Domain Expertise and Unstructured Date – William Macmillan & Evan Schnidman ODSC Boston 2015

Conferences Data Wrangling Modeling NLP/Text Analytics ODSC East 2015|Speaker Slidesposted by Open Data Science June 5, 2015

Domain Expertise and Unstructured Data from odsc Data science allows us to turn a dark forest into a world of perpetual twilight by giving us the tools to better understand the data that surrounds us. Unfortunately, in this world of twilight we still need a flashlight... Read more

Practical Mergic – Aaron Schumacher ODSC Boston 2015

Conferences Data Wrangling Modeling ODSC East 2015|Speaker Slidesposted by Open Data Science June 5, 2015

http://bit.ly/PracticalMergic Combining data sets can be a huge pain, with possible problems both obvious and insidious. Aaron will present practical approaches for detecting and avoiding potential pitfalls, as well as rigorous and repeatable processes for generating merge tables through reduction to de-duplication. The focus will be... Read more

How I Fight Slavery – Eric Schles ODSC Boston 2015

Conferences Modeling Research ODSC East 2015|Speaker Slidesposted by Open Data Science June 5, 2015

http://bit.ly/EricSchlesODSCTalk In this talk I will be covering a set to techniques I’ve used to track and find instances of human trafficking on the internet. I’ll be going over web scraping, entity recognition, some techniques for text comparison, and data storage concerns. The tool that I... Read more

Intro to Text Mining Using tm, openNLP and topicmodels – Ted Kwartler ODSC Boston 2015

Conferences Modeling NLP/Text Analytics R Tools & Languages ODSC East 2015|Speaker Slidesposted by Edward Kwartler June 4, 2015

Intro to Text Mining Using tm, openNLP and topicmodels from odsc You will learn how modern customer service organizations use data to understand important customer attributes and how R is used for workforce optimization. Topics include real world examples of how R is used in large... Read more