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

Overview

Advanced Certificate in Feature Engineering:

Master the art of feature engineering with our comprehensive course designed for data scientists and machine learning enthusiasts. Learn to extract, transform, and select the most relevant features to improve model performance. Dive deep into feature engineering process and gain hands-on experience through practical examples and projects. Enhance your skills in data preprocessing, dimensionality reduction, and feature selection techniques. Stay ahead in the competitive field of machine learning with our Advanced Certificate in Feature Engineering.


Start your journey to becoming a feature engineering expert today!

Data Science Training: Dive deep into the world of feature engineering with our Advanced Certificate in Feature Engineering and Feature Engineering Process. This comprehensive course offers hands-on projects, equipping you with practical skills essential for machine learning training and enhancing your data analysis skills. Learn from real-world examples and master the art of creating meaningful features to improve model performance. Benefit from personalized feedback from industry experts and collaborate with peers in a dynamic online environment. Enjoy the flexibility of self-paced learning and unlock new career opportunities in the rapidly growing field of data science. Start your feature engineering journey today!
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Course structure

• Introduction to Feature Engineering
• Exploratory Data Analysis for Feature Engineering
• Feature Selection Techniques
• Handling Missing Data in Feature Engineering
• Encoding Categorical Variables
• Feature Scaling and Normalization
• Dimensionality Reduction Methods
• Feature Extraction Techniques
• Feature Engineering for Time Series Data
• Automated Feature Engineering Tools

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 skills in feature engineering? Our Advanced Certificate in Feature Engineering offers a comprehensive program designed to help you master the intricacies of this critical data science process. By enrolling in this course, you will learn how to extract relevant features from raw data, optimize feature selection, and improve model performance.


The learning outcomes of this program include gaining proficiency in Python programming, understanding advanced feature engineering techniques, and developing the ability to apply feature engineering principles to real-world datasets. Upon completion, you will be equipped with the knowledge and skills needed to excel in the field of data science.


This self-paced course spans over 12 weeks, allowing you the flexibility to learn at your own pace while balancing other commitments. Whether you are a seasoned data scientist looking to deepen your expertise or a newcomer to the field seeking to build a strong foundation, this program is suitable for learners of all levels.


Stay ahead of the curve by mastering feature engineering, a crucial component of modern data science practices. Our program is aligned with current trends in the industry, ensuring that you are equipped with the most relevant skills and knowledge. Don't miss this opportunity to stay competitive in the ever-evolving field of data science.

Year Number of UK Businesses Percentage of Cybersecurity Threats
2018 500,000 87%
2019 550,000 92%
2020 600,000 95%
Feature Engineering Process plays a crucial role in enhancing the effectiveness of machine learning models by selecting and transforming features to improve prediction accuracy. With the increasing demand for Advanced Certificate in Feature Engineering in the market, professionals can gain a competitive edge by mastering the techniques involved in this process. According to recent statistics, 87% of UK businesses faced cybersecurity threats in 2018, highlighting the importance of robust feature engineering in developing secure systems. By acquiring skills in feature selection, extraction, and transformation, individuals can contribute significantly to addressing cybersecurity challenges and improving data-driven decision-making. The ethical hacking and cyber defense skills gained through this certification are highly sought after in today's market, making it a valuable investment for professionals looking to advance their careers in the field of data science and cybersecurity.

Career path