Advanced Certificate in Feature Engineering for Data Science

Tuesday, 26 August 2025 09:10:07

International applicants and their qualifications are accepted

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Overview

Overview

Feature engineering is a crucial step in data science, and this Advanced Certificate program is designed to equip learners with the skills to extract valuable insights from data.


With a focus on machine learning and data analysis, this program teaches learners how to design and implement effective feature engineering techniques, including data preprocessing, feature selection, and dimensionality reduction.


Targeted at data scientists and analysts looking to advance their careers, this program covers topics such as data visualization, model evaluation, and deployment, ensuring learners are well-prepared to tackle real-world challenges.


By mastering feature engineering, learners can unlock the full potential of their data and drive business success. Take the first step towards becoming a data science expert and explore this Advanced Certificate program today!

Feature Engineering is a crucial step in data science, and our Advanced Certificate program helps you master it. By learning to extract insights from data, you'll unlock new career opportunities and boost your earning potential. With this course, you'll gain hands-on experience in feature engineering techniques, including data preprocessing, dimensionality reduction, and feature selection. You'll also explore advanced methods like ensemble methods and deep learning-based feature engineering. Upon completion, you'll be equipped to tackle complex data science projects and drive business value. Career prospects are vast, with roles 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 Engineering for Data Science •
Exploratory Data Analysis (EDA) •
Data Preprocessing Techniques •
Dimensionality Reduction Methods (PCA, t-SNE) •
Feature Selection and Extraction (Correlation, Mutual Information) •
Handling Missing Values and Outliers •
Text Feature Engineering (Tokenization, Stopwords, Stemming) •
Image Feature Engineering (Image Preprocessing, Feature Extraction) •
Time Series Feature Engineering (Windowing, Normalization) •
Ensemble Methods for Feature Engineering

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 Certificate in Feature Engineering for Data Science

The Advanced Certificate in Feature Engineering for Data Science is a specialized 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 improve the performance of machine learning models,
enabling them to make data-driven decisions in various industries such as finance, healthcare, and marketing.
Upon completion of the program, learners will have gained a deep understanding of feature engineering techniques,
including data preprocessing, feature selection, and dimensionality reduction.
They will also learn how to use popular feature engineering tools and libraries such as pandas, NumPy, and scikit-learn.
The program is designed to be completed in a short duration of 3-6 months, making it an ideal option for working professionals who want to upskill.
The Advanced Certificate in Feature Engineering for Data Science is highly relevant to the industry,
as feature engineering is a critical step in the machine learning pipeline, and companies are looking for professionals who can extract insights from data.
Learners who complete this program will be able to apply their skills in various roles such as data scientist, data engineer,
and business analyst, and will have a competitive edge in the job market.
The program is also designed to be flexible, allowing learners to study at their own pace and
complete the program on their own schedule.
Overall, the Advanced Certificate in Feature Engineering for Data Science is an excellent option for anyone who wants to
learn how to extract insights from data and drive business success.

Why this course?

Advanced Certificate in Feature Engineering is a highly sought-after qualification in today's data science market, particularly in the UK. According to a recent survey by the Data Science Council of America, the demand for feature engineers is expected to increase by 14% in the next two years, with the average salary ranging from £80,000 to £110,000 per annum.
Year Growth Rate
2020-2022 14%
2022-2024 10%

Who should enrol in Advanced Certificate in Feature Engineering for Data Science?

Ideal Audience for Advanced Certificate in Feature Engineering for Data Science Data scientists and analysts in the UK are in high demand, with the industry expected to grow by 13% by 2027, according to the Office for National Statistics.
Professionals with a strong foundation in statistics and machine learning Those with experience in data analysis, programming languages such as Python and R, and data visualization tools like Tableau or Power BI will benefit from this course.
Businesses looking to improve their predictive models and gain a competitive edge Companies in the UK's finance, healthcare, and retail sectors can benefit from feature engineering skills, with a study by KPMG finding that 75% of businesses believe data analytics is crucial to their success.
Individuals looking to upskill or reskill in the field of data science The Advanced Certificate in Feature Engineering for Data Science is an excellent way for those looking to transition into a data science role or advance their careers in this field, with a salary increase of up to 20% possible.