Data Science Writers: Articles & Blogs from the Data Science Community

Automating Machine Learning: Just How Much?

Guest contributor Machine Learning Modeling Machine 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 Learning Guest contributor Modeling Deep Learning Reinforcement 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 contributor Machine Learning Modeling Machine Learning Sponsored 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 contributor Modeling Machine Learning Sponsored 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