Machine Learning for Data Science and Analytics

Description

In this course, you will learn:

• What is machine learning and what does it have to do with statistics and data analysis?
• How machine learning searches for patterns in data using computer algorithms.
• Real-world examples from healthcare, including genetics and preterm delivery, demonstrate how to leverage data patterns to make judgments and predictions.
• Using topic modelling, find hidden topics in massive sets of documents.
• For various businesses, how to prepare data, cope with missing data, and design specialised data analysis solutions.
• Sorting, searching, greedy algorithms, and dynamic programming are some of the most basic and widely used algorithmic approaches.