Professional Certificate in Feature Engineering with Artificial Intelligence

Friday, 24 October 2025 23:27:57

International applicants and their qualifications are accepted

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Overview

Overview

Feature engineering with artificial intelligence is a crucial step in building accurate models.

Designed for data scientists and machine learning practitioners, this Professional Certificate program helps you develop the skills needed to extract relevant features from data.

Through a combination of theoretical foundations and practical applications, you'll learn how to design, implement, and evaluate feature engineering techniques.

Some key topics covered include data preprocessing, feature selection, and dimensionality reduction.

By the end of the program, you'll be able to extract insights from data and build more accurate models.

Take the first step towards unlocking your full potential in feature engineering with artificial intelligence.

Feature Engineering with Artificial Intelligence is a comprehensive course that equips you with the skills to design and implement effective feature engineering techniques using AI. By mastering feature engineering, you'll unlock the full potential of your machine learning models, leading to improved accuracy and efficiency. This course offers feature engineering with AI, enabling you to extract valuable insights from large datasets. With this certification, you'll enjoy career prospects in data science, machine learning, and artificial intelligence. Unique features include hands-on projects, expert guidance, and access to a community of professionals.

Entry requirements

International applicants and their qualifications are accepted.

Step into a transformative journey at LSIB, where you'll become part of a vibrant community of students from over 157 nationalities.

At LSIB, we are a global family. When you join us, your qualifications are recognized and accepted, making you a valued member of our diverse, internationally connected community.

Course Content

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Feature Engineering with Artificial Intelligence •
Supervised Learning and Feature Selection •
Unsupervised Learning and Dimensionality Reduction •
Ensemble Methods and Model Selection •
Natural Language Processing for Text Data •
Computer Vision for Image Data •
Time Series Analysis and Forecasting •
Deep Learning for Feature Engineering •
Model Interpretability and Explainability •
Feature Engineering for Tabular Data

Assessment

The evaluation process is conducted through the submission of assignments, and there are no written examinations involved.

Fee and Payment Plans

30 to 40% Cheaper than most Universities and Colleges

Duration & course fee

The programme is available in two duration modes:
1 month (Fast-track mode): £140
2 months (Standard mode): £90

40% Cheaper

Our course fee is up to 40% cheaper than most universities and colleges.

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Awarding body

 The programme is awarded by London School of International Business. This program is not intended to replace or serve as an equivalent to obtaining a formal degree or diploma. It should be noted that this course is not accredited by a recognised awarding body or regulated by an authorised institution/ body.

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  • Start this course anytime from anywhere.
  • 1. Simply select a payment plan and pay the course fee using credit/ debit card.
  • 2. Course starts
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Got questions? Get in touch

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+44 75 2064 7455

admissions@lsib.co.uk

+44 (0) 20 3608 0144



Career path

Key facts about Professional Certificate in Feature Engineering with Artificial Intelligence

The Professional Certificate in Feature Engineering with Artificial Intelligence is a comprehensive program designed to equip learners with the skills required to extract valuable insights from data using feature engineering techniques in the context of artificial intelligence. This program focuses on teaching learners how to design, develop, and deploy feature engineering pipelines that can be used to improve the performance of machine learning models. By the end of the program, learners will be able to apply feature engineering concepts to real-world problems and develop a deep understanding of how to extract relevant features from data. The program covers a range of topics including data preprocessing, feature extraction, and feature selection, as well as the use of popular feature engineering tools and techniques such as PCA, t-SNE, and Random Forest. Learners will also learn how to evaluate the performance of feature engineering pipelines and make data-driven decisions. The Professional Certificate in Feature Engineering with Artificial Intelligence is a self-paced program that can be completed in approximately 4-6 months. The program consists of 4 modules, each covering a different aspect of feature engineering with artificial intelligence. The program is highly relevant to the industry, as feature engineering is a critical component of many machine learning applications. By completing this program, learners can demonstrate their expertise in feature engineering and improve their career prospects in the field of artificial intelligence and machine learning. Upon completion of the program, learners will receive a certificate from a leading online education provider, which can be added to their resume or LinkedIn profile. The program is designed to be accessible to learners with varying levels of prior knowledge and experience, making it an ideal option for those looking to upskill or reskill in the field of feature engineering with artificial intelligence.

Why this course?

Feature Engineering with Artificial Intelligence has become a crucial skill in today's market, with the UK's AI industry expected to reach £16.2 billion by 2025, growing at a CAGR of 22% (Source: PwC). To stay competitive, professionals need to develop expertise in feature engineering, which involves designing and selecting relevant features for machine learning models.
Feature Engineering UK AI Industry Growth
Designing and selecting relevant features for machine learning models £16.2 billion by 2025, growing at a CAGR of 22%
Improving model accuracy and reducing bias Key to unlocking business value from AI
Developing domain expertise in feature engineering High demand for professionals with expertise in feature engineering

Who should enrol in Professional Certificate in Feature Engineering with Artificial Intelligence?

Ideal Audience for Professional Certificate in Feature Engineering with Artificial Intelligence Data scientists, machine learning engineers, and business analysts in the UK are in high demand, with a projected growth rate of 13% by 2027, according to the UK's Office for National Statistics.
Professionals with a strong foundation in statistics, mathematics, and computer science Those with experience in data analysis, programming languages such as Python, R, or SQL, and domain-specific knowledge are well-suited for this certificate.
Businesses looking to implement AI-driven solutions Companies in various industries, including finance, healthcare, and retail, can benefit from feature engineering expertise to improve model performance and reduce data bias.
Individuals seeking to upskill or reskill in AI and machine learning This certificate can help professionals transition into in-demand roles or enhance their careers with specialized knowledge in feature engineering and AI.