Machine learning techniques can be used to solve many diverse problems. For the marketer, machine learning can find pieces of predictive knowledge in masses of structured and unstructured data. The author believes that four major areas of the marketing and big data ecosystem will be impacted by machine learning in 2017: automated data visualization, content analysis, incremental machine learning techniques, and an acceleration of growth and skills.