There's a saying: "Garbage in, garbage out." It’s common knowledge that every machine learning solution needs a good algorithm powering it, but what gets far less press is what actually goes into these algorithms -- the training data itself. Your model is only as good as the data it's trained on. The Essential Guide to Training Data covers everything you need to know about creating the training data necessary to drive successful machine learning projects.