Automated machine learning is a technology invented by DataRobot to automate many of the tasks needed to develop artificial intelligence (AI) and machine learning applications. Incorporating the knowledge and expertise of some of the world’s top data scientists, DataRobot enables more users across an enterprise to succeed with machine learning by simply utilizing their understanding of their data and business and letting DataRobot do the rest.
Why You Need Automated Machine Learning Automated machine learning takes advantage of the strengths of both humans and computers. Humans excel at communication, engagement, context and general knowledge, as well as creativity and empathy. Computers and software systems are ideal for repetitive tasks, mathematics, data manipulation, and parallel processing — providing the power and speed to master complex solutions. In short, automated machine learning is: An Expert System Incorporating the best practices of the world’s top data scientists, the system automatically selects the best machine learning algorithms to test against your data and the business challenge at hand. Trustworthy Provides human-friendly, easily-interpretable explanations for how a machine learning algorithm makes its decisions and retrains models when data suggests that patterns have changed. Automated ma