Undergraduate Certificate in Feature Engineering for AI Models

Saturday, 08 November 2025 15:00:22

International students can apply

Short course
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Admission open 2025

Undergraduate Certificate in Feature Engineering for AI Models

The Undergraduate Certificate in Feature Engineering for AI Models equips learners with the skills to design and optimize data features for machine learning and artificial intelligence systems. Ideal for aspiring data scientists, AI engineers, and analytics professionals, this program focuses on data preprocessing, feature selection, and model performance enhancement.

Through hands-on projects and real-world applications, students gain expertise in transforming raw data into actionable insights. Whether you're advancing your career or exploring AI, this certificate provides a strong foundation in feature engineering.

Ready to unlock the power of data? Explore the program today and take the first step toward mastering AI innovation!

Course Content

• Introduction to Feature Engineering and Data Preprocessing
• Exploratory Data Analysis (EDA) and Visualization Techniques
• Feature Selection and Dimensionality Reduction Methods
• Handling Missing Data and Outliers
• Feature Transformation and Scaling Techniques
• Encoding Categorical Variables and Text Data
• Time-Series Feature Engineering
• Advanced Feature Engineering for Machine Learning Models
• Feature Engineering for Deep Learning and Neural Networks
• Case Studies and Real-World Applications in Feature Engineering

Fee and payment plans

30 to 40% Cheaper than most Universities and Colleges

Duration

The programme is available in two duration modes:

1 month

2 months

This programme does not have any additional costs.

Course fee

The fee for the programme is as follows:

1 month:GBP £140

2 months:GBP £90

Apply Now

Complete the online enrolment form and Pay enrolment fee of GBP £10.
Wait for our email with course start dates and fee payment plans. Your course starts once you pay the course fee.

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Got questions? Get in touch

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+44 75 2064 7455

admissions@LSIB.lk

+44 (0) 20 3608 0144

Career Path

AI Data Engineer

Design and implement data pipelines for AI models, ensuring high-quality feature extraction and preprocessing.

Machine Learning Engineer

Develop and optimize machine learning models, focusing on feature engineering to enhance model performance.

Data Scientist

Analyze complex datasets, create predictive models, and engineer features to improve AI-driven insights.

AI Research Scientist

Conduct cutting-edge research in AI, specializing in feature engineering techniques for advanced model development.

Why this course?

The Undergraduate Certificate in Feature Engineering for AI Models is a critical qualification in today’s data-driven market, particularly in the UK, where the demand for AI professionals is surging. According to recent statistics, the UK AI market is projected to grow by 35% annually, with over 50,000 AI-related job openings in 2023 alone. Feature engineering, a cornerstone of AI model development, is increasingly recognized as a vital skill, with 72% of UK employers prioritizing candidates who can effectively preprocess and optimize data for machine learning. Below is a 3D Line chart illustrating the growth of AI job postings in the UK over the past five years, highlighting the rising demand for feature engineering expertise:

The table below summarizes key statistics related to AI and feature engineering in the UK:

Metric	Value
AI Market Growth Rate (2023)	35%
AI Job Openings (2023)	50,000+
Employers Prioritizing Feature Engineering Skills	72%

This certificate equips learners with the technical expertise to design and implement feature engineering pipelines, addressing the growing need for professionals who can enhance AI model performance. As industries like finance, healthcare, and retail increasingly adopt AI, this qualification ensures graduates remain competitive in a rapidly evolving job market.

Who should apply?

Audience Profile	Why This Course is Ideal	UK-Specific Insights
Aspiring Data Scientists	Gain hands-on expertise in feature engineering for AI models, a critical skill for building robust machine learning pipelines.	Over 50% of UK businesses are investing in AI, creating a demand for skilled professionals in feature engineering.
Recent STEM Graduates	Enhance your employability by mastering advanced techniques in feature engineering, a key component of AI model development.	STEM graduates in the UK earn 20% more on average than non-STEM graduates, with AI roles offering even higher premiums.
AI Enthusiasts & Career Changers	Transition into the AI field by learning how to preprocess and optimise data for machine learning models effectively.	The UK AI sector is growing at 15% annually, with over 50,000 AI-related job openings in 2023 alone.
Tech Professionals	Upskill in feature engineering to stay competitive in the rapidly evolving AI landscape and advance your career.	70% of UK tech professionals report that upskilling in AI has significantly boosted their career prospects.