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Data Matters: Our thoughts and views on the state of digital data
How Insurance Companies are Using Artificial Intelligence to Transform an Industry
Why Data Annotation is the Key to Success Insurance companies are trying very hard to shake the stigma that they are behind the times, and with good reason. The popular consensus among consumers is that dealing with an insurance provider is like getting a root canal without anesthesia. Ouch. To be fair, the process is
The Whole Ground Truth, and Nothing But the Ground Truth
Natural language processing (NLP) may very broadly be defined as the automatic processing and analysis of large amounts of language data by software. With the evolution and democratization of artificial intelligence and machine learning (AI/ML),as well as data-driven methodologies and theample availability of large amounts of online digitaldata, new sets of NLP tools have emerged and become largely mainstream. However, the key pre-requisite to build applications leveraging these tools and technologies is the availability of highly relevant representative data. Due to this dependence on the context, relevance, quality and availability of a good number of examples to work from,there is often a big challenge increating meaningfuldatasets.
The Art & Science of Metadata Tagging
More than 500 years after the invention of Gutenberg’s printing press, technology innovations like digitization and information retrieval represents monumental shift in the way we discover and consume the written word.
Brexit’s Impact on Derivative Contracts
On the heels of a historic and heated election, The UK announced it will be formally leaving the European Union as ofJanuary 31, 2020. Despite the landslide victory led by British Prime Minster Boris Johnson’s Conservative Party, there are still many obstacles to overcome before a withdrawal from the EU is finalized. Nevertheless, investors and financial analysts have many concerns about the impact Brexit willhave on the derivatives industry, including fragmented markets and liquidity shortfalls.
What Does Intelligent Automation Really Mean?
Intelligent automation is the latest buzzword thrown around by business leaders who want to reduce operational complexity and accelerate growth. Fair enough. In today’s hyper-competitive, global business environment, organizations are demanding to do more with less. Intelligent automation promises to reshape organizational structure and streamline complex routines. But are businesses really employing the type of intelligent automation technologies that can transform the business?
Smart Data is at the Heart of Artificial Intelligence
Artificial intelligence seems to be everywhere you look these days, this article notwithstanding. But seriously, while AI is commonly seen as a complex but innovative solution for curing diseases and fostering social good, today it is being applied to accomplish everything from drafting a better fantasy football team to help craft pick-up lines (how you
Infographic – 4 Types of Data Annotation
Data annotation (also referred to as data labeling) is quite critical to ensuring your AI and machine learning projects can scale. It provides that initial setup for training a machine learning model with what it needs to understand and how to discriminate against various inputs to come up with accurate outputs. There are many different
What is Zoning and Why Does it Matter for Artificial Intelligence?
How Innodata Extracts Data from Complex Documents As companies look for ways to reap the benefits of artificial intelligence and machine learning, they need as much data as feasibly possible to train and improve their models. The challenge lies in obtaining the right data, in the right formats and systems, and in the right quantity.
Quick Ways to Build Machine Learning Datasets
Free Whitepaper There was a time when working with big data was not technically possible because our computing capabilities couldn’t handle the amount of information that was involved. Boy, have times changed. Today, the explosion of digital data that is available to us, coupled with astonishing advancements in computing power, has fueled excitement about transformative
To Boldly Go Where No Data Has Gone Before
How Data from Satellites are Driving New Business Opportunities As a child I would often gaze up at the stars and wonder what lied behind the darkness of space. Today we know a lot more about the solar system thanks to satellite technology. And while space exploration has traditionally been controlled and owned by government