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Exploratory Data Analysis for Machine Learning

This first course in the IBM Machine Learning Professional Certificate introduces you to Machine Learning and the content of the professional certificate. In this course you will realize the importance of good, quality data. You will learn common techniques to retrieve your data, clean it, apply feature engineering, and have it ready for preliminary analysis and hypothesis testing.

Created by IBM


What you’ll learn

In this learning resource you may gain confidence with the skills required from organizations today. The most in demand technique within the learning opportunity that is frequently included by organizations is Data Analysis. The most in demand tool is SQL. You will also hear about Programming Skills, a trait frequently mentioned in job advertisements.

Who will benefit?

Comparing the description from this learning resource with nearly 10,000 data-related job postings, we find that those in or pursuing Data Scientist roles have the most to gain.