Automating Machine Learning: Just How Much?
Guest contributorMachine LearningModelingMachine Learningposted by Paolo Tamagnini April 2, 2019
Many businesses are interested in deploying machine learning, predictive analytics, or AI to gain the upper hand and make the right decisions. This can be a struggle as finding the right technology and trustworthy experts is both expensive and complex. Even when the technology is provided,... Read more
Reinforcement Learning vs. Differentiable Programming
Deep LearningGuest contributorModelingDeep LearningReinforcement Learningposted by Mike Innes March 27, 2019
Check out this talk from a London meetup where I spoke on differential programming with Julia! Watch here. We’ve discussed the idea of differentiable programming, where we incorporate existing programs into deep learning models. But if you’re a researcher building, say, a self-driving car, what does differentiable... Read more
Asking the Right Questions with Machine Learning
Guest contributorMachine LearningModelingMachine LearningSponsored Postposted by HPCC Systems March 26, 2019
Chris Gropp, a PhD student at Clemson University, spoke at HPCC Systems Tech Talk 10, focusing on how to plan effectively at the start of a machine learning research project to achieve a successful outcome. This blog shares his experience on how to ask the right... Read more
Darwin: Machine Learning Beyond Predefined Recipes
Guest contributorModelingMachine LearningSponsored Postposted by SparkCognition March 26, 2019
While machine learning has enabled massive advancements across industries, it requires significant development and maintenance efforts from data science teams. The next evolution in human intelligence is automating the creation of machine learning models that do not follow predefined formulas, but rather adapt and evolve according... Read more