Adil Salih

How to approach any Machine Learning problem?

Adil Salih

Updated on 18-Sep-2024 303 Views

The process to approach any Machine Learning problem can be divided into the following steps − 1. Study, Understand, And Analyze the Problem Study the problem very well to understand what we have as a problem and what is our target model. Is it of type classification, clustering, regression, or reinforcement learning? Analyze the data and define the data type and determine the data classification. Is it structured data, unstructured data, time series data, or text data? This analysis is mandatory to select the correct algorithms and evaluation metrics. Then set the performance metric. This depends on the problem ...