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Data Science at The New York Times

Domino Data Lab

Chris Wiggins , Chief Data Scientist at The New York Times, presented “Data Science at the New York Times” at Rev. Wiggins also indicated that data science, data engineering, and data analysis are different groups at The New York Times. Session Summary. Transcript. Feel free to email me.

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Smarten Augmented Analytics Receives CERT-IN Certification for Its Products and Services!

Smarten

” The Information Technology Amendment Act of 2009 designated CERT-IN as the national agency to perform functions for cyber security, including the collection, analysis and dissemination of information on cyber incidents, as well as taking emergency measures to handle incidents and coordinating cyber incident response activities.

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Explaining black-box models using attribute importance, PDPs, and LIME

Domino Data Lab

Model distillation – this approach builds a separate explainable model that mimics the input-output behaviour of the deep network. Because this separate model is essentially a white-box, it can be used for extraction of rules that explain the decisions behind the ANN. Creating a PDP for our model is fairly straightforward.

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Exploring US Real Estate Values with Python

Domino Data Lab

Models are at the heart of data science. Data exploration is vital to model development and is particularly important at the start of any data science project. Housing Market Bottom in December 2009. If interested in running the examples, there is a complementary Domino project available.

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6 Case Studies on The Benefits of Business Intelligence And Analytics

datapine

Although the oil company has been producing massive amounts of data for a long time, with the rise of new cloud-based technologies and data becoming more and more relevant in business contexts, they needed a way to manage their information at an enterprise level and keep up with the new skills in the data industry.

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Credit Card Fraud Detection using XGBoost, SMOTE, and threshold moving

Domino Data Lab

The complete dataset and code used in this blog post is available at try.dominodatalab.com, and all results shown here are fully reproducible, thanks to the Domino reproducibility engine, which is part of the Domino Data Science platform. Learning from Imbalanced Data. References. [1] Pavía, Ernesto J. 2] Nitesh V. 3] He, H. &