Data Science Tools, Languages, Platforms, and Frameworks

Lynn Root at ODSC Boston 2015

Conferences Tools Tools & Languages Workflow ODSC East 2015|Speaker Talkposted by Open Data Science July 26, 2015

Metric-Driven Development: See the Forest for the Trees At Spotify, my team struggled to be awesome. We had a very loose understanding of what product/service our squad was responsible for, and even less so of the expectations our internal and external customers had for those services.... Read more

Wes McKinney at ODSC Boston 2015

Conferences Tools Tools & Languages ODSC East 2015|Speaker Talkposted by Open Data Science July 21, 2015

DataFrames: The Extended Cut DataFrames: The Extended Cut from odsc This talk will give an overview of data frame libraries and toolkits across most languages and systems in use for data science and analytics today. We’ll highlight strengths and weaknesses and opportunities for community work. Presenter... Read more

Agile Data – Chris Bergh ODSC Boston 2015

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

Agile Data from odsc To rephrase an old saying: ‘It takes a village to raise an Analyst.’ Data Analysts and Scientists are working in teams delivering insight and analysis on an ongoing basis. So how do you get the team to support experimentation and insight delivery... Read more

Using Spark, Python, and Parquet for Loading Large Datasets – Douglas Eisenstein ODSC Boston 2015

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

Spark, Python and Parquet from odsc Have you been in the situation where you’re about to start a new project and ask yourself, what’s the right tool for the job here? I’ve been in that situation many times and thought it might be useful to share... 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

Big Data: Pig, Hive, Hadoop w/MapReduce – Gil Benghiat, Chris Bergh, Eric Estabrooks

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

Big Data Infrastructure: Introduction to Hadoop with MapReduce, Pig, and Hive from odsc The main objective of this workshop is to give the audience hands on experience with several Hadoop technologies and jump start their hadoop journey. In this workshop, you will load data and submit... Read more

Using Open Source Solutions in Sports Business Operations – Matthew Wills ODSC Boston 2015

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

Using Open Source Solutions in Sports Business Operations from odsc This presentation will overview how the Grizzlies apply the use of R to their sales and marketing business operations. From basic data manipulation, to statistical modeling and enhanced visualization, the Grizzlies utilize R as a tool... Read more

Using Python with Apache Storm and Kafka – Keith Bourgoin ODSC Boston 2015

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

http://bit.ly/KeithBourgoinPresentation As Python gains more and more traction in data science, the ability to interact with large scale data processing systems has greatly improved. Instead of being limited to what can fit on one’s laptop or having to wait for a Hadoop job to complete, we... Read more

API Driven Development: How I Build Things and Why – Kenneth Reitz ODSC Boston 2015

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

API Driven Development from odsc An exposé on human-centered design, as related to data science and “medium data”. Examples of great API design will be showcased, as well as other end-user facing tools that can enable data scientists to share their observations with the world. Presenter... Read more

Bridging the Gap Between Data and Insight using Open-Source Tools – Nicholas Arcolano ODSC Boston 2015

Conferences Tools Tools & Languages ODSC East 2015|Speaker Slidesposted by Open Data Science June 4, 2015

Bridging the Gap Between Data and Insight using Open-Source Tools from odsc Despite the proliferation of open-source tools for analysis (such as Python and R) and those used for visualization (such as Javascript / D3), there often exist significant gaps between these areas, and those of... Read more