Work flow to build a Machine Learning Algorithm
In previous blog we discussed about what is Machine Learning and types of algorithms Work Flow to build a Machine Learning Algorithm: Earlier we discussed about Machine Learning and its types, in this document we will discuss about the work flow to build a model and working on historical data (Data Preprocessing). Before building a model, we need to transform data unstructured format like incomplete data, inconsistent and lacking trends to structured format. Most of the times we gather data from different sources it consists of different formats which is not feasible for analysis and prediction. Data goes through a series of steps during preprocessing: · Data Cleaning · Data Integration · Data Transformation · Data Reduction etc. Data Cleaning: Data can be cleaned by filling missing values ...