LinkedIn today open-sourced Dagli, a machine learning library for Java (and other JVM languages) that ostensibly makes it easier to write bug-resistant, readable, modifiable, maintainable, and deployable model pipelines without incurring technical debt. Read More
Daily Archives: November 10, 2020
Gait-based Emotion Learning
Can I Stop Big Data Companies From Getting My Personal Information?
I am going to answer this one right here in the intro: no, you can’t. In 2020, it is hard to just to go to the grocery store without inadvertently surrendering 40 or 50 highly personal data-points on the walk over. Go ahead, delete your Facebook—it makes no difference. It wouldn’t make a difference if you’d never had one in the first place—as we know, Facebook has enough data to build “shadow profiles” for those who, somehow, have never joined the site. We’re at the stage of harm reduction, pretty much—trying at least to limit Big Data’s file on us. For this week’s Giz Asks, we reached out to a number of experts for advice on how we might go about doing that. Read More
Transfer Learning in Deep Learning
What is Deep Learning? It is a branch of Machine Learning which uses a simulation of the human brain which is known as neural networks. These neural networks are made up of neurons that are similar to the fundamental unit of the human brain. The neurons make up a neural network model and this field of study altogether is named deep learning.
The end result of a neural network is called a deep learning model. Mostly, in deep learning, unstructured data is used from which the deep learning model extracts features on its own by repeated training on the data. Such models that are designed for one particular set of data when available for use as the starting point for developing another model with a different set of data and features, is known as Transfer Learning. In simple terms, Transfer Learning is a popular method where one model developed for a particular task is again used as the starting point to develop a model for another task. Read More
New Generation of Artificial Intelligence Development Plan
The rapid development of artificial intelligence will profoundly change human social lifeand the world. To seize the major strategic opportunities for the development of artificial intelligence, build China’s first-mover advantage in artificial intelligence development, accelerate the construction of innovative countries and the world’s science and technology power, this plan is enacted in accordance with the requirements of the CPC Central Committee and State Council. Read More
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