Top Machine Learning Algorithms, Frameworks, Tools and Products used by Data Scientists

• Top algorithms used were linear/logistic regression, decision trees/random forests and Gradient Boosting Machines

• The most used machine learning frameworks were Scikit-learn and TensorFlow

• Top tools for machine learning automation were related to model selection and data augmentation

• The top products used were Google Cloud ML Engine, Azure ML Studio and Amazon Sagemaker


Vivek Jain

Analyst at Axis Bank