Group items tagged

"First, you should observe that there are two distinct domains - the descriptive domain and the predictive domain - and that data and information belong to the descriptive domain. I like Davenport and Prusaks' (1998, pp 2-3) definition of data as being "a set of discrete, objective facts existing in symbolic form that have not been interpreted". The symbolic form may be text, images, or pre-processed code. Data is usually organised into structured records, however it lacks context. The declaration 'Iron melts at 1,538 degrees Celsius.' is a data statement because it has no context. In this model when data is enriched by adding context it may become information. Information is data with a message, and therefore has a receiver and sender. It is data with relevance and purpose that is useful for a particular task, and is meant to enlighten the receiver and shape their outlooks or insights. Information results in an action that allows the data to be applied to a specific set of circumstances and to be employed effectively. Data only becomes information after it has been interpreted by the receiver. Furthermore information is descriptive. For example the statement 'Newcastle steel-mill's smelter temperature has been set at 2,300 degrees Celsius.' conveys information because it has been enriched by context. The enrichment from data to information is a 'know what and how' procedure that results in an understanding of relationships and patterns. However, information by itself remains descriptive and without additional data or information it cannot be used to predict an event or outcome."

needed: * The trend-spotter, who finds a promising innovation early. * The evangelist, who passionately makes the case for idea X or person Y. * The superspreader, who broadcasts innovations to a larger group. * The skeptic, who keeps the conversation honest. * General participants, who show up, comment honestly, and learn.

"When I first started working at ByWater Solutions the company was in its infancy, and as such couldn't afford a full time employee, but that didn't stop them from hiring me."

"What OpenAI Will Do OpenAI's researchers will be encouraged to publish their work, and any patents awarded will be shared with everyone. They will collaborate freely with both institutions and corporate entities. Today's AI systems are outstanding when it comes to pattern recognition problems, but they're limited to those. OpenAI plans to work to remove those constraints until computers eventually can reach human performance on virtually every intellectual task, Brockman and Sutskever wrote. Doing so correctly could be of huge benefit -- or it could cause incalculable harm. OpenAI's investors consider it important to have a leading research institution that "can prioritize a good outcome for all over its own self-interest," they said. "

"Dig into deep learning in this interview with the authors of the recently released O'Reilly book Deep Learning: A Practitioner's Approach."

"Dig into deep learning in this interview with the authors of the recently released O'Reilly book Deep Learning: A Practitioner's Approach."