Certificate Programme in Feature Engineering for Predictive Modeling

Monday, 01 September 2025 10:02:22

International applicants and their qualifications are accepted

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Overview

Overview

Certificate Programme in Feature Engineering for Predictive Modeling

Designed for data scientists and analysts, this program focuses on feature engineering techniques essential for building accurate predictive models. Learn how to extract, transform, and select features to improve model performance and interpretability. Gain hands-on experience with real-world datasets and tools like Python and scikit-learn. Enhance your skills in data preprocessing, dimensionality reduction, and feature selection. Elevate your predictive modeling capabilities and advance your career in data science. Enroll now and master the art of feature engineering for predictive modeling.

Certificate Programme in Feature Engineering for Predictive Modeling is a comprehensive course designed to equip you with the essential skills needed to excel in the field of data science. Through hands-on training and real-world projects, you will master the art of feature engineering and learn how to create predictive models that drive business decisions. This program offers a unique blend of theoretical knowledge and practical experience, giving you a competitive edge in the job market. Upon completion, you will be ready to pursue lucrative career opportunities as a data scientist or machine learning engineer. Elevate your career with this cutting-edge course today!

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

  • • Introduction to Feature Engineering
  • • Data Preprocessing Techniques for Predictive Modeling
  • • Feature Selection Methods in Machine Learning
  • • Handling Missing Data in Datasets
  • • Encoding Categorical Variables for Predictive Models
  • • Feature Scaling and Normalization
  • • Dimensionality Reduction Techniques
  • • Handling Imbalanced Datasets for Predictive Modeling
  • • Feature Extraction using Principal Component Analysis (PCA)
  • • Advanced Feature Engineering Techniques for Time Series 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 Certificate Programme in Feature Engineering for Predictive Modeling

The Certificate Programme in Feature Engineering for Predictive Modeling is designed to equip participants with the necessary skills to extract, transform, and select features for building predictive models. By the end of the programme, participants will be able to understand the importance of feature engineering in machine learning, apply various techniques to preprocess data, and create meaningful features for predictive modeling.

The duration of the programme is 12 weeks, with a total of 60 hours of instruction. Participants will engage in hands-on exercises and projects to reinforce their learning and gain practical experience in feature engineering for predictive modeling. The programme is suitable for data scientists, machine learning engineers, and anyone interested in enhancing their skills in feature engineering.

This certificate programme is highly relevant to industries such as finance, healthcare, e-commerce, and marketing, where predictive modeling plays a crucial role in decision-making processes. Participants will learn industry best practices in feature engineering and gain insights into real-world applications of predictive modeling in various sectors.

Why this course?

Year Number of Data Science Jobs in the UK
2018 25,000
2019 35,000
2020 45,000
The Certificate Programme in Feature Engineering for Predictive Modeling is highly significant in today's market, especially in the UK where the demand for data science professionals is rapidly increasing. According to recent statistics, the number of data science jobs in the UK has seen a significant rise over the past few years, with 25,000 jobs in 2018, 35,000 jobs in 2019, and 45,000 jobs in 2020. This trend highlights the growing need for skilled professionals who can effectively work with data to drive business decisions and outcomes. By completing a certificate programme in feature engineering for predictive modeling, individuals can acquire the necessary skills to excel in this competitive job market and meet the industry's demands for data-driven insights and solutions. This programme equips learners with the knowledge and expertise to extract meaningful features from data, which is essential for building accurate predictive models and making informed decisions. With the increasing reliance on data in various industries, professionals with expertise in feature engineering are highly sought after and can command lucrative career opportunities in the UK market.

Who should enrol in Certificate Programme in Feature Engineering for Predictive Modeling?

Ideal Audience
Professionals looking to advance their career in data science
Individuals seeking to enhance their predictive modeling skills
Data analysts aiming to specialize in feature engineering
UK-specific: With 84% of UK businesses using data analytics, this programme is ideal for those wanting to stay competitive in the market