Document ID: CGR-MLP20 | Last Updated: Dec. 8, 2020
Machine learning systems are core to enabling each of the seven patterns of AI. Machine learning platforms facilitate and accelerate the development of machine learning models by providing functionality that combines many necessary activities for model development and deployment. In this report, Cognilytica evaluates five major categories of solutions that provide machine learning development capabilities: Machine Learning toolkits, Machine Learning Platforms, Analytics Solutions, Data Science Notebooks, and Cloud-native Machine Learning as a Service (MLaaS) offerings. In addition, this report looks at emerging automated machine learning tools or “AutoML” that perform many of the complicated tasks needed for successful machine learning model creation automatically with little user intervention.