Machine Learning Projects: Challenges and Best Practices

He was previously the founder of Figure Eight (formerly CrowdFlower). This blog post provides insights into why machine learning teams have challenges with managing machine learning projects. He also provides best practices on how to address these challenges. This post was provided courtesy of Lukas and originally appeared on Medium. I've watched lots of companies attempt to deploy machine learning -- some succeed wildly and some fail spectacularly.