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

Overview

Graduate Certificate in Feature Engineering and Model Development

This advanced program is designed for aspiring data scientists and machine learning enthusiasts looking to master the skills of feature engineering and model development. Through hands-on training and real-world projects, students will learn how to extract meaningful features from data and build predictive models for various applications. Whether you are a graduate student or a working professional seeking to enhance your data science expertise, this certificate will provide you with the knowledge and tools to succeed in this rapidly growing field.

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Data Science Training for the modern world! Our Graduate Certificate in Feature Engineering and Model Development offers hands-on projects and practical skills to elevate your machine learning training and data analysis skills. Dive into real-world examples and learn from industry experts who will guide you through the complexities of feature selection, extraction, and transformation. With a focus on self-paced learning and personalized feedback, this program ensures you master the art of building robust models for predictive analytics. Take your career to new heights with this comprehensive certificate that equips you with the tools to succeed in the data-driven era.
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Course structure

• Introduction to Feature Engineering
• Exploratory Data Analysis
• Feature Selection Techniques
• Model Development and Evaluation
• Dimensionality Reduction
• Handling Missing Data
• Feature Scaling and Normalization
• Cross-Validation Techniques
• Time Series 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

Our Graduate Certificate in Feature Engineering and Model Development is designed to equip students with the necessary skills to excel in the field of data science and machine learning. Throughout the program, students will master Python programming, data manipulation, feature extraction, model development, and evaluation techniques.
The duration of the certificate program is 16 weeks, with a self-paced learning format that allows students to balance their studies with other commitments. This flexibility enables working professionals to upskill without disrupting their current schedules.
The curriculum is meticulously crafted to be aligned with current trends in the industry, ensuring that students are equipped with the latest tools and techniques used in modern tech practices. Graduates will have the ability to apply their knowledge to real-world problems and stay ahead in this rapidly evolving field.

Year Number of Data Science Jobs
2018 10,000
2019 15,000
2020 20,000
The Graduate Certificate in Feature Engineering and Model Development is becoming increasingly essential in today's market due to the growing demand for skilled data scientists and machine learning engineers. According to UK-specific statistics, the number of data science jobs has been steadily increasing over the years, with 20,000 jobs available in 2020 compared to 10,000 in 2018. Professionals with expertise in feature engineering and model development are highly sought after in various industries such as finance, healthcare, and e-commerce. This certificate program equips individuals with the necessary skills to clean, preprocess, and transform data for machine learning models, ultimately improving model accuracy and performance. By enrolling in this program, learners can stay ahead of the curve and meet the industry's needs for advanced data science techniques. With the rise of big data and the increasing complexity of models, the demand for professionals with feature engineering and model development skills is only expected to grow in the future.

Career path