Machine Learning can unlock valuable insights from your organizations data and provide very interesting predictive Analytics to help make informed decisions. Machine Learning is a machine service that allows you to easily build predictive applications, including fraud detection, demand forecasting, and click prediction For more information. Machine Learning uses powerful algorithms that can help you create machine learning models by finding patterns in existing data, and using these patterns to make predictions from new data as it becomes available.Pragmatic Machine Learning Toolkit is collection of Pre confured and ready to use libraries all installed in one AMI. Installed Library include Pandas, Scikit-learn, NLTK, Theano, CAFFE, TensorFlow, TORCH, Spark, Gensim, Elastics, CNTK. All these library free and open sources. Pragmatic Machine Learning Toolkit allows any Data Scientist to start using some of the very popular libraries of Machine Learning in in the Amazon cloud. A big advantage of such a AMI is that you scale up or scale down the size of the instance to match the performance needed.