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This post is a summary of my ODSC teaching course by the same name. Data classification is the process of categorizing data points into a hierarchical and systematic structure called a taxonomy. Well-defined taxonomies are mutually exclusive and collectively exhaustive…
“The more I listened, the more I picked up on the fact that [the Tamr platform] really was different from what other machine-learning platforms are offering. It’s far more intuitive and match-driven, while at the same time being quite rigorous,…
Summary Data Cascades—compounding events causing negative, downstream effects from data issues—triggered by conventional AI/ML practices that undervalue data quality. High-stakes applications with downstream human costs are most vulnerable to data cascades and face the most dire consequences from poor data…
Large-scale investment in customer insights and analytics teams have propelled the use cases for customer data. From customer segmentation to predictive pricing models and multi-touch channel strategy, the field of advanced customer analytics has more tangible applications than ever. As…
Tamr and U.S. Air Force SEEK EAGLE Office (AFSEO) ongoing partnership accelerating new aircraft configuration evaluations through data mastering was one of 23 new projects highlighted in Defense Innovation Unit’s (DIU) much anticipated annual report. The project, initiated in 2018,…
Enterprises have the goal of using clean, updated, data to drive their digital transformations. A key tool they expect to help them get there is a data catalog, tools that create and maintain an inventory of data assets and metadata…
Organizations from all industries are migrating to the cloud to leverage their digital strategies. The cloud offers nearly limitless storage and compute, spurring a move of applications and data to platforms like AWS, Google Cloud and Microsoft Azure from on-premise…
In our last post in this series, we talked about the accelerated success possible by taking a “triage” approach to building a DataOps pipeline. Data mastering played a key role in that pipeline and is the forcing function behind perpetually…
1. Best Practices for the CDO and Data Leaders in Times of Change Kathleen Maley, Former Head of Consumer & Digital Analytics @ KeyBank and Barkha Saxena, Chief Data Officer @ Poshmark Kathleen Maley and Barkha Saxena share their perspectives…
Over the last 25 years, DevOps has revolutionized business process automation by changing how software was developed and delivered. In the next 25 years, DataOps will have a similar revolutionary effect on business data by changing how it’s developed and…
