Machine Learning

The research that gives computers the ability to learn without being explicitly programmed is known as machine learning.

One of the most exciting technologies one has ever encountered is machine learning (ML). It gives the computer something that makes it more like humans, as its name suggests: the capacity for learning Today, machine learning is being used in a lot more places than one might think.

Course Structure

• Introduction
• How to use NumPy, to do fast mathematical calculations.
• Machine Learning and Data Wrangling
• Learn how to use scikit-learn for data-preprocessing
• Different model selection and feature selections techniques
• Cluster analysis and anomaly detection
• SVMs for classification, regression and outliers detection