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

Overview

Postgraduate Certificate in Feature Engineering and Feature Selection


Gain expertise in data science with our specialized program focusing on feature engineering and feature selection. Ideal for data analysts and machine learning engineers seeking to enhance their skills in model building and data preprocessing. Learn advanced techniques to optimize models and improve prediction accuracy. Stay ahead in the competitive field of data analytics with this comprehensive certification. Unlock your potential and propel your career to new heights with this cutting-edge program.


Start your learning journey today!

Data Science Training in Feature Engineering and Feature Selection is essential for aspiring data scientists. Our Postgraduate Certificate program offers hands-on projects, practical skills, and in-depth learning from real-world examples. Dive into advanced machine learning training and gain expertise in data analysis skills through our comprehensive curriculum. Uncover the key benefits of feature selection techniques and harness the power of feature engineering to enhance model performance. With a focus on self-paced learning and expert guidance, this program equips you with the tools to excel in the competitive field of data science. Master the art of feature manipulation and selection today!
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Course structure

• Introduction to Feature Engineering and Feature Selection • Exploratory Data Analysis for Feature Engineering • Dimensionality Reduction Techniques for Feature Selection • Feature Extraction Methods in Machine Learning • Feature Importance and Selection Criteria • Feature Engineering for Time Series Data • Feature Selection for Text and Image Data • Feature Engineering in Natural Language Processing • Feature Selection Strategies in Deep Learning Models

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

Are you looking to enhance your data science skills with a focus on Feature Engineering and Feature Selection? Our Postgraduate Certificate program is designed to help you master essential techniques in this field. By the end of the course, you will be proficient in manipulating data to improve model performance, selecting the most relevant features for predictive modeling, and optimizing machine learning algorithms.


The program duration is 12 weeks, and it is self-paced to accommodate your busy schedule. Whether you are a working professional or a student, you can pursue this certificate alongside your other commitments. The flexible nature of the course allows you to learn at your own pace and apply your newfound knowledge in real-world scenarios.


This certificate is highly relevant to current trends in the data science industry. Feature engineering and selection are crucial steps in building accurate machine learning models, and professionals with expertise in this area are in high demand. The curriculum is aligned with modern tech practices and will equip you with the skills needed to excel in a competitive job market.

Year Percentage of UK Businesses Facing Cybersecurity Threats
2018 87%
2019 91%
2020 95%
Postgraduate Certificate in Feature Engineering and Feature Selection plays a crucial role in today's market, especially with the increasing demand for professionals with advanced data analysis skills. In the UK, where cybersecurity threats have been on the rise, businesses are looking to enhance their data security measures. The ability to effectively engineer features and select the most relevant ones can significantly impact a company's ability to detect and prevent cyber threats. By enrolling in a program that focuses on feature engineering and selection, individuals can gain the necessary skills to work with complex datasets, extract meaningful features, and improve model performance. This specialized knowledge is highly sought after in various industries, including financial services, healthcare, and technology. As the need for professionals with advanced data analysis skills continues to grow, obtaining a Postgraduate Certificate in this field can open up numerous career opportunities and lead to a successful and fulfilling career.

Career path