Postgraduate Certificate in Feature Engineering Mastery.

Name: Postgraduate Certificate in Feature Engineering Mastery.
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The Postgraduate Certificate in Feature Engineering Mastery is a comprehensive course designed to equip learners with advanced skills in feature engineering. This field is critical in data science, as it involves preparing and transforming raw data into a format suitable for machine learning models.

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AboutThisCourse

With the increasing demand for data-driven decision making across industries, there is a high industry need for professionals with expertise in feature engineering. This course provides learners with the skills to create and optimize features, reducing the time and effort required to develop accurate machine learning models. By completing this course, learners will have a deep understanding of feature engineering techniques, including feature selection, dimensionality reduction, and feature scaling. They will also learn how to use popular feature engineering tools and libraries, such as scikit-learn and Featuretools. These skills will enable learners to advance their careers in data science and machine learning, making them highly valuable to employers seeking to leverage data for competitive advantage.

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CourseDetails

• Feature Engineering Fundamentals
• Data Preprocessing
• Advanced Feature Engineering Techniques
• Feature Selection & Dimensionality Reduction
• Feature Engineering for Time Series Data
• Text Feature Engineering
• Feature Engineering for Deep Learning
• Evaluating Feature Engineering Strategies
• Ethical Considerations in Feature Engineering
• Special Topics in Feature Engineering

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EntryRequirements

BasicUnderstandingSubject
ProficiencyEnglish
ComputerInternetAccess
BasicComputerSkills
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FastTrack GBP £140

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AcceleratedLearningPath

ThreeFourHoursPerWeek
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StandardMode GBP £90

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TwoThreeHoursPerWeek
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POSTGRADUATE CERTIFICATE IN FEATURE ENGINEERING MASTERY.

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London School of International Business (LSIB)

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05 May 2025

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