Exploratory Data Analysis for Machine Learning

The Machine Learning Professional Certificate course offered by IBM is a comprehensive program that covers various aspects of machine learning and artificial intelligence. The course aims to teach data scientists how to work with high-quality data by extracting and cleaning it, as well as applying feature engineering techniques. Students will also learn how to access data from different sources such as SQL databases, NoSQL databases, and APIs. The course covers topics like feature selection and engineering, handling missing values and categorical features, and dealing with outliers. Proficiency in Python programming and the Python development environment is essential for this course.

Overall, this course is designed for data scientists who are interested in machine learning and artificial intelligence in a business context. It provides the necessary skills and knowledge to effectively work with data and apply machine learning algorithms. By completing this course, students will be equipped with the expertise needed to excel in the field of artificial intelligence and data science.