Exploratory Data Analysis for Machine Learning

Description

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.

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Career Relevance by Data Role

The techniques and tools covered in Exploratory Data Analysis for Machine Learning are most similar to the requirements found in Data Scientist job advertisements.


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Fast Facts

Tools
NoSQLPythonSQL

Techniques
APIsArtificial IntelligenceCloud ComputingData AnalysisData ModelingDatabasesExploratory Data AnalysisFeature SelectionInferenceMachine LearningProbabilityProgrammingStatistical AnalysisUser Experience

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