Machine learning is the study of computer algorithms and methods of data analysis that automates analytical model building. It is a part of artificial intelligence based on the idea that systems can learn from data, identify patterns and make decisions with minimal human intervention in it. We offer the following topics in our machine learning program:

• Machine Learning Approach
• To understand data sets and extract their features from them
• Identifying problem type and learning model
• Train, test, and optimize the model
• Supervised Learning Model Considerations
• Scikit-Learn
• Supervised Learning Models - Linear Regression
• Supervised Learning Models - Logistic Regression
• Unsupervised Learning Models
• Pipeline
• Model Persistence and Evaluation
• Demo: Assignment 01
• Demo: Assignment 02