Article: The Five Ways To Build Machine Learning Models

Free, Language, Libre, Open Data, Open Software

The Five Ways To Build Machine Learning Models

Machine learning is powering most of the recent advancements in AI, including computer vision, natural language processing, predictive analytics, autonomous systems, and a wide range of applications. Machine learning systems are core to enabling each of these seven patterns of AI.

In order to move up the data value chain from the information level  to the knowledge level, we need to apply machine learning that will enable systems to identify patterns in data and learn from those patterns to apply to new, never before seen data. Machine learning is not all of AI, but it is a big part of it.

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Article: The mysterious user editing a global open-source map in China’s favor

Geospatial, Open Data

The mysterious user editing a global open-source map in China’s favor

Late last year, Nick Doiron spotted an article in The New York Times, detailing how China had built a village along the contested border with neighboring Bhutan. Doiron is a mapping aficionado and longtime contributor to OpenStreetMap (OSM), an open-source mapping platform that relies on an army of unpaid volunteers, just as Wikipedia does.

Governments, universities, humanitarian groups, and companies like Amazon, Grab, Baidu, and Facebook all use data from OSM, making it an important tool that underpins ride-hailing apps and other technologies used by millions of people.

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