Predictive Analytics: Performing Classification Using Machine Learning

Skillsoft issued completion badges are earned based on viewing the percentage required or receiving a passing score when assessment is required. Species identification is an important step in many agricultural processes. With supply chain globalization and strict grading norms imposed by importing nations on the composition of consignments, machine learning (ML) techniques geared towards classification are becoming increasingly relevant in agriculture. In this course, learn how to perform exploratory data analysis on data about beans. Next, discover how to visualize the data to get a sense of the relationships between the attributes, perform logistic regression to classify the beans, and explore the result metrics of the model. Finally, practice performing feature selection and using other types of machine learning models. Upon completion, you'll be able to analyze agricultural data, recognize relationships between attributes, and classify data based on type.