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Manchester Institute of Biotechnology,
Pedro Domingos • The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
One way to strike this balance is to use clustering to create a market segmentation of your customers so that you can market to segments of your base with targeted content, deals, etc.
John W. Foreman • Data Smart: Using Data Science to Transform Information into Insight
The company challenged the world by requiring that the winner improve upon Netflix’s own established recommendation capabilities by 10 percent. Netflix is a prime example of PA in action, as a reported 70 percent of Netflix movie choices arise from its online recommendations.
Eric Siegel • Predictive Analytics
The three perils of forecasting results, collating results and accurately measuring the variance in those results should question the validity of experimenting within personalisation.
David Mannheim • The Person in Personalisation: The Story Of How Marketing's Most Treasured Possession Became Anything but Personal
To crowdsource predictive analytics—outsource it to the public at large—a company launches its strategy, data, and research discoveries into the public spotlight.
Eric Siegel • Predictive Analytics
PROS now often incorporate external, and somewhat less structured, data into the algorithm. For example, a PROS user in the oil industry can incorporate weather data (which would influence consumer demand) and competitor prices, which can often be scraped from the internet, into pricing algorithms.
Thomas H. Davenport • Big Data at Work: Dispelling the Myths, Uncovering the Opportunities
the difficulty with this approach is that it is not always obvious what features are most useful for determining one particular face.
Paul Leonardi • The Digital Mindset: What It Really Takes to Thrive in the Age of Data, Algorithms, and AI
The testing firm Kaplan uses its big data to begin advising customers on effective learning and test-preparation strategies.
Thomas H. Davenport • Big Data at Work: Dispelling the Myths, Uncovering the Opportunities
Considering that 90 percent of what people give off in conversation are nonverbal signals, our truest identities can be found by studying who we are in our real lives, cultures and countries. This amalgamation of gestures, habits, likes, dislikes, hesitations, speech patterns, decors, passwords, tweets, status updates and more is what I call small
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