6 machine learning projects to automate machine learning

The power of machine learning comes at a price. Once you have the skills, the toolkit, the hardware, and the data, there is still the complexity involved in creating and fine-tuning a machine learning model. But if the whole point of machine learning is to automate tasks that previously required a human being at the helm, wouldn't it be possible to use machine learning to take some of the drudgework out of machine learning itself? Short answer: a qualified yes. A collection of techniques, under the general banner of "automated machine learning," or AML, can reduce the work needed to prepare a model and refine it incrementally to improve its accuracy.