Advanced Skill Certificate in Feature Engineering

Sunday, 02 November 2025 22:15:42

International applicants and their qualifications are accepted

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Overview

Overview

Feature engineering is a crucial step in machine learning, and this Advanced Skill Certificate program helps you master it.


Learn how to extract relevant features from data, transform them into meaningful representations, and improve model performance.


Some of the key topics covered in this program include: feature selection, dimensionality reduction, and data preprocessing techniques.

Develop skills in using popular libraries like Pandas, NumPy, and Scikit-learn to implement feature engineering strategies.


Gain hands-on experience with real-world datasets and projects to apply your knowledge and skills.


Take your machine learning career to the next level with this comprehensive program.


Enroll now and start building a strong foundation in feature engineering!

Feature Engineering is a crucial step in machine learning and data science, and our Advanced Skill Certificate program will equip you with the skills to excel in this field. By mastering feature engineering, you'll be able to extract valuable insights from your data, improve model performance, and gain a competitive edge in the job market. With this course, you'll learn how to feature engineering techniques, including data preprocessing, dimensionality reduction, and feature selection. You'll also gain hands-on experience with popular tools and libraries, such as Python and R. Upon completion, you'll be well-prepared for careers in data science, machine learning, and analytics.

Entry requirements

The program operates on an open enrollment basis, and there are no specific entry requirements. Individuals with a genuine interest in the subject matter are welcome to participate.

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

• Feature Scaling • Principal Component Analysis (PCA) • Data Normalization • Feature Selection • Correlation Analysis • Dimensionality Reduction • Anomaly Detection • Clustering Algorithms • Supervised Learning • Unsupervised Learning

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 Advanced Skill Certificate in Feature Engineering

The Advanced Skill Certificate in Feature Engineering is a comprehensive program designed to equip learners with the skills required to extract valuable insights from data.
This program focuses on teaching learners how to engineer features that can be used to train machine learning models, resulting in improved predictive accuracy and model performance.
Upon completion of the program, learners will have gained the knowledge and skills necessary to apply feature engineering techniques in real-world data analysis projects.
The learning outcomes of this program include the ability to identify relevant features, select the most informative features, and engineer new features from existing ones.
Learners will also gain an understanding of how to evaluate the performance of feature engineering techniques and select the best approach for a given problem.
The duration of the program is typically 4-6 months, with learners expected to dedicate around 10-15 hours per week to coursework and assignments.
Industry relevance is a key aspect of this program, as feature engineering is a critical component of many data science and machine learning applications.
Learners who complete the Advanced Skill Certificate in Feature Engineering can expect to find employment opportunities in data science, machine learning, and business intelligence.
The skills gained through this program are highly sought after by employers, and learners can expect to see a significant increase in their earning potential.
Overall, the Advanced Skill Certificate in Feature Engineering is an excellent choice for anyone looking to launch or advance their career in data science and machine learning.

Why this course?

Feature Engineering has become a crucial aspect of data science and machine learning, with the demand for skilled professionals in this field increasing rapidly. According to a survey by the UK's Data Science Council of America, the number of data scientists in the UK is expected to grow by 45% by 2025, with feature engineering being a key skill required for this role.
Year Number of Data Scientists
2020 15,000
2025 21,500

Who should enrol in Advanced Skill Certificate in Feature Engineering ?

Ideal Audience for Advanced Skill Certificate in Feature Engineering Data scientists, machine learning engineers, and analytics professionals in the UK are in high demand, with the UK's data science market projected to reach £13.4 billion by 2026 (Source: ResearchAndMarkets.com).
Professionals with a strong foundation in statistics, mathematics, and computer science Those with experience in data preprocessing, modeling, and visualization will benefit from this certificate, which is particularly relevant for those working in industries such as finance, healthcare, and e-commerce.
Individuals looking to upskill or reskill in feature engineering The UK's data-driven economy requires professionals who can extract insights from complex data sets, making this certificate an attractive option for those seeking to enhance their career prospects and stay competitive in the job market.