We all know that we spend too much time on data prep and not as much time as we want on building cool machine learning models. I’ll hereby discuss the best to expect out of RM. The features of Rapid Miner: Extensive Demo on the Titanic Dataset Lets quickly head on to the and install. You’ll then come to see the brilliance of RM, that stands out unique. We’ll answer this question after the demo. How good is RM over other much established Big Data Tools, like those from Apache Foundation? I specialize in android :), and RM’s wrapper to android was so easy to grasp than even some of the deep learning frameworks’ (like keras or tensorflow). Just need to create user interfaces to collect real time data and run it on the trained model to serve a task. This is a place to load data (from anywhere, say Hadoop, Cloud, RDBMS, NoSQL, pdf, etc,etc), pre-process and prepare data using standard industrial methods (group items by categories or spawn new child tables or join tables or interpolate missing data, etc), train AI models (even train optimal deep learning models: Random Forests, XGBoost, Gradient Boost, etc) or clustering or pruning outliers, to even visualizing outputs.įinally you easily deploy these models on the cloud or in the production environment. The Best part about this is, it simplifies the various scattered tasks of data mining and analysis. RM supports porting ML models to web apps(flask or nodeJS), android, iOS, etc, which is why it unifies the entire spectrum of the Big Data Analytics Lifecycle. And you easily create processes, import data into them, run them over and throw a prediction model. Meant largely for non-programmers and researchers. Rapid Miner is a Data Science Platform for quickly analyzing data. This tasks I’ll cover for this assignment will pre-dominantly come from Machine Learning, my passionate choice of study :) Introduction to Rapid Miner You simply drag drop stuff onto the canvas and run through the phases of data mining. Everybody uses it, simply because it offers rapid prototyping and easy applicability to serve a user-friendly integration of various data mining techniques. It’ll feel much real to read this on this simple blog post, I’ll pace through my experience with Rapid Miner, a tech that is currently the buzz in the Big Data industry.
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