machine learning

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FORRward: A Weekly Read For Tech And Marketing Execs

Matthew Guarini February 25, 2019
Are We Running Out Of Ideas? As the pace of disruption accelerates, there is an increasingly important focus being put on innovation. Now along comes some work published in the MIT Technology Review by economists from MIT, Harvard, and Boston University, “AI is reinventing the way we invent,” that highlights how the increasing amount of […]
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Data Governance Takes A Turn — And It’s A Doozy

Michele Goetz February 6, 2019
If you were to ask me a year ago what I would point to as a best practice for data governance, my response would be to look at what financial services firms do to meet their regulatory requirements. Fast-forward to the age of GDPR and the new privacy mandates coming out of California (CCPA), and […]
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Forrester Online Survey: Organize To Deliver And Manage Application Transformation

Luis Deya January 17, 2019
Every company faces a central dilemma: how to resolve the standardization and differentiation of its business apps to win, serve, and retain customers. That’s why we are still getting a lot of questions about this report. We have been wondering how much the move to cloud, mobile, and embedded machine learning or artificial intelligence will […]
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Everything I Learned About Training A Machine-Learning Model That I Learned From My Kids

Kjell Carlsson, Ph.D. December 24, 2018
“You who are on the road must have a code that you can live by . . . teach your children well . . . and feed them on your dreams.” Graham Nash was spot-on — about machine-learning. Training a well-adjusted machine learning model that won’t get in trouble and embarrass you in public requires the […]
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A Simple Solution To Machine-Learning Bias

Mike Gualtieri December 13, 2018
Machine-learning models may occasionally suggest an undesirable action. The action might be either biased or unethical — or just bad for business. Most of the time, the suggestion won’t be wrong. How can developers protect against these bad outcomes? It’s Simple You don’t have to do what the model tells you to do. If someone told […]
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Artificial Intelligence Has A Probability Problem

Brandon Purcell November 29, 2018
AWS just announced Amazon SageMaker Ground Truth to help companies create training data sets for machine learning. This is a powerful new service for folks who have access to lots of data that hasn’t been consistently annotated. In the past, humans would have to label a massive corpus of images or frames within video to […]
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Reflection On Web Summit 2018

Dan Bieler November 16, 2018
Web Summit took place for the third time in Lisbon earlier in November. Over the years, Web Summit has become one of the leading global conferences to discuss everything technology. The large presence of startups and fast pace of presentations across many different stages give Web Summit a particular edge. It is impossible for a single […]
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Spring Cleaning In December: Declutter Your Insights House

Srividya Sridharan October 11, 2018
Feeling overwhelmed with all the data that your teams must wrangle before even getting to data science? Feeling like you have more than enough dashboards and tools? Feeling like you don’t have any more room in your complex data and analytics environment for yet another platform? Feeling like you can’t keep up with the exploding […]
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Impressions From Alibaba’s Computing Conference

Dan Bieler October 8, 2018
Alibaba has become one of the world’s most fascinating and cutting-edge technology businesses — and is key to understanding where the digital era is heading.
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Apptio Moves To Automate Enterprise Tech Optimization

James Staten October 3, 2018
Nearly all CIO organizations struggle to optimize cloud consumption. It’s helpful that there is a growing set of tools to help you learn how to best leverage cloud platform services and how to identify when your use is suboptimal and overly costly. But this guidance would be far more effective if it could give you […]
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Read Two Forrester Waves™ On Machine Learning Solutions For Data Science Teams

Mike Gualtieri September 14, 2018
Machine learning is an elemental core competency. It is a fundamental building block to AI. It gives enterprises the power to predict. Most importantly, it can make enterprises gain the agility of disruptive upstarts by injecting scalable intelligence into customer experiences, business process applications, and employee decisions. That’s where predictive analytics and machine learning (PAML) solutions […]
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Cloud Empowers Innovations

James Staten July 25, 2018
This value was strongly reinforced at Google Cloud Next ’18 this week. Several enterprises talked through how cloud services like Google Cloud Platform are not just sources of application agility and on-demand infrastructure but are platforms providing high-value access to technology chains they can leverage confidently for innovation efforts. For example, Larry Colagiovanni, vice president […]
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Use Text Analytics Technologies To Handle Mountains Of Unstructured Data

Boris Evelson June 14, 2018
Enterprises are sitting on mountains of unstructured data — 61% have more than 100 terabytes, and 12% have more than five petabytes! Luckily, there are mature technologies out there that can help. First, enterprise information architects should consider general-purpose text analytics platforms. These are capable of handling most, if not all, text analytics use cases, both […]
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Five Best Practices To Scale Data Science Across The Enterprise

Kjell Carlsson, Ph.D. June 5, 2018
Nearly all firms want to do more with data science. However, executives and data scientists alike are frustrated by the difficulty of turning new initiatives into business impact at scale. Outside of well-established use cases — such as risk scoring or optimizing search results — data scientists regularly complain that their solutions can take months or even […]
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AWS Broadens Focus On Innovation Acceleration

James Staten April 6, 2018
At its AWS Summit in San Francisco this week, Amazon Web Services announced a series of new services and GA’d a few from Re:Invent but the theme coming out at the conference was clearly on broadening its ability to accelerate your organization’s digital innovation strategy. While the core of this theme has been a key focus of AWS since its […]
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The Data Digest: Consumers Check Out Amazon Go

Chris Collins February 14, 2018
Amazon recently launched a new and unique type of store, after beta testing it for the better part of a year. The store, dubbed Amazon Go, promises consumers no checkout lines: Everything you grab from the shelves is tracked and charged to your Amazon account. With the help of the enigmatic Just Walk Out technology, […]
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Industrial Firms Must Embrace Digital As They Evolve From Grease To Code

Paul Miller January 31, 2018
In volatile market conditions, conservative industrial giants must move faster to survive. And this digital transformation of traditional manufacturing firms cannot — must not — simply be about making existing industrial processes more efficient. They must recognise the opportunity to use digital as a way to create more sustainable and profitable customer relationships, continuously aligning […]
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Observations On NRF 2018: Making Retail Great Again

George Lawrie January 26, 2018
The National Retail Federation’s Big Show attracted tens of thousands of attendees . Far from resigning themselves to conquest by market places they are determined to make the right investments to thrive and survive. Three years ago we found retail CIOs most concerned about innovation and security https://www.forrester.com/report/The+Retail+CIO+Agenda+2015+Secure+And+Innovate/-/E-RES121188 At the NRF show in 2018 it […]
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Derisking the AI Worker

Michele Goetz December 21, 2017
When you get over the fear of a robot taking over your job – because if you see our robots today they are still pretty dumb – your next big concern is how these new workers are going to perform. It’s not just a training question, it’s a management question. We all know the risk […]
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From Darling To Workhorse: Programmatic’s Growing Pains And What Comes Next

Joanna O'Connell November 1, 2017
I attended AdExchanger’s semi-annual Programmatic I/O conference last week to absorb the latest in industry talk and get a pulse check on the health and wellness of the programmatic ecosystem. This show was illuminating in that I found signs of both enthusiasm and beleaguerment in equal measure. It felt, in short, like a meaningful corner […]
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