Assessment mode Assignments or Quiz
Tutor support available
International Students can apply Students from over 90 countries
Flexible study Study anytime, from anywhere

Overview

Executive Certificate in Feature Engineering for Feature Engineering Techniques is designed for data scientists and analysts looking to enhance their skills in data preprocessing and feature selection. This comprehensive program covers data cleaning, transformation techniques, and dimensionality reduction methods to optimize machine learning models. Gain hands-on experience with real-world datasets and industry-relevant tools to improve model performance and interpretability. Elevate your data science expertise with this specialized course and stay ahead in the competitive field of machine learning.
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Feature Engineering Techniques Executive Certificate offers comprehensive training in advanced feature engineering for machine learning applications. This course equips learners with practical skills to extract valuable insights from data through hands-on projects and expert guidance. Participants will learn from real-world examples and industry case studies, enhancing their data analysis skills and decision-making capabilities. The self-paced learning format allows professionals to balance their studies with work commitments. Elevate your career with this specialized program and stay ahead in the competitive landscape of data science. Master the art of feature engineering and unlock new possibilities in data-driven decision-making.
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Course structure

• Introduction to Feature Engineering Concepts
• Data Preprocessing Techniques for Feature Engineering
• Feature Selection Methods and Strategies
• Dimensionality Reduction Techniques
• Handling Missing Data in Feature Engineering

Duration

The programme is available in two duration modes:

Fast track - 1 month

Standard mode - 2 months

Course fee

The fee for the programme is as follows:

Fast track - 1 month: £140

Standard mode - 2 months: £90

Gain expertise in Feature Engineering Techniques with our Executive Certificate program. This course is designed to help you master the art of feature engineering, enabling you to extract valuable insights from data efficiently.


The duration of this program is 12 weeks, allowing you to learn at your own pace and apply the concepts in real-world scenarios effectively. Whether you are a data scientist, analyst, or AI enthusiast, this course will enhance your coding skills and elevate your data manipulation abilities.


Our Executive Certificate in Feature Engineering for Feature Engineering Techniques is aligned with modern tech practices, ensuring that you stay updated with the latest industry trends. By the end of the program, you will possess the web development skills needed to excel in the competitive data landscape.

Year Number of UK Businesses
2018 87%
2019 92%
2020 95%
Feature engineering plays a crucial role in optimizing machine learning models by selecting and transforming input features. The Executive Certificate in Feature Engineering provides professionals with advanced techniques to extract valuable insights from data, enhancing model performance. In today's market, where data-driven decision-making is paramount, mastering feature engineering is essential for maximizing predictive accuracy and model efficiency. According to UK-specific statistics, the percentage of businesses facing data challenges has been steadily increasing over the years. In 2018, 87% of UK businesses encountered data-related issues, which rose to 92% in 2019 and further to 95% in 2020. This trend highlights the growing demand for skilled professionals proficient in feature engineering to tackle complex data problems effectively. By enrolling in the Executive Certificate program, individuals can gain hands-on experience in feature selection, extraction, and transformation, equipping them with the necessary skills to address the evolving needs of the industry. As the demand for feature engineering techniques continues to rise, acquiring these expertise is paramount for staying competitive in the ever-changing market landscape.

Career path

Job Market Trends in the UK