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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…
“There are two things that really matter in AI systems. One is having enough great data to make an algorithm useful. And the other one is the human and the machine working closely together.” This was the first in a…
So what’s the problem? Every manufacturer I have engaged with in the past 10+ years claims to be data-driven and almost all of them are investing in “Digital Transformation and Industry 4.0” initiatives. These initiatives have business-critical goals like better…
In the age of open-source software, it’s tempting to solve your data problems by building your own tools. Here at Tamr our biggest competition is not other software companies but telecoms, multinationals and oil and gas giants who are building…
After a successful early career in R&D in Silicon Valley, I spent 12 years working as a carpenter. This may sound like a big U-turn. But, while I loved the intellectual piece of science, I really loved the people aspect…
In a recent blog post published by Mike Stonebraker, our CTO & Co-Founder at Tamr, Inc, he sheds light on the analytical method that supports decision-making known as data mastering. This practice, often referred to as Master Data Management (MDM),…
Tamr co-hosted a webinar with Amazon Web Services (AWS) featuring Toyota and their transformational story of data mastering at scale. Allow us to give you a glimpse of the challenges they faced, how Tamr helped provide a sustainable solution and…
Many analytics teams fail because they put all their eggs in one basket. Having a sole data pipeline vendor restricts your enterprise’s ability to produce responsive, flexible, and robust analytics that fuel transformative business and operational outcomes. In order to…
I spent many years in the AML and KYC analytics industry where I created analytics and metrics to help identify deficiencies of risk rating methods and converted data into meaningful insight into customer behavior and potential red flags. I also…
The pace of enterprise automation is accelerating with robotics, machine learning and AI. The robots are coming, and not just to the assembly line or mega-warehouse floor. To stay competitive, enterprises will need to understand how to use robots to…
