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Professional Certificate in AI-Based Feature Engineering Techniques

Sunday, 18 May 2025 02:24:17

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  • Admission open 2025
Overview Entry Requirements Course Structure Fees and Payment Plans Accreditation Apply Now

Professional Certificate in AI-Based Feature Engineering Techniques

The Professional Certificate in AI-Based Feature Engineering Techniques equips learners with advanced skills to transform raw data into powerful predictive features. Designed for data scientists, machine learning engineers, and AI enthusiasts, this program focuses on feature selection, dimensionality reduction, and automated feature engineering using cutting-edge tools.


Master techniques to enhance model performance and streamline workflows. Gain hands-on experience with real-world datasets and industry-relevant projects. Whether you're advancing your career or exploring AI, this certificate offers practical, actionable insights.


Ready to elevate your AI expertise? Enroll today and unlock the potential of feature engineering!

Course Content

  • • Introduction to AI and Feature Engineering
    • Data Preprocessing and Cleaning Techniques
    • Feature Selection and Dimensionality Reduction
    • Advanced Feature Extraction Methods
    • Handling Missing Data and Outliers
    • Feature Scaling and Normalization
    • Time-Series and Text-Based Feature Engineering
    • Model Evaluation and Feature Importance Analysis
    • Practical Applications and Case Studies in Feature Engineering
    • Ethical Considerations in AI-Based 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

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

Got questions? Get in touch

Chat with us: Click the live chat button

+44 75 2064 7455

admissions@LSIB.lk

+44 (0) 20 3608 0144



Career Path

AI Data Engineer

Design and implement scalable data pipelines for AI-driven systems, ensuring seamless integration of feature engineering techniques.

Machine Learning Specialist

Develop advanced machine learning models by leveraging AI-based feature engineering to enhance predictive accuracy and performance.

Data Scientist

Apply AI-based feature engineering to extract actionable insights from complex datasets, driving data-driven decision-making.

AI Solutions Architect

Design end-to-end AI solutions, incorporating feature engineering techniques to optimize system performance and scalability.

Why this course?

The Professional Certificate in AI-Based Feature Engineering Techniques is a critical qualification in today’s data-driven market, particularly in the UK, where the demand for AI and machine learning expertise 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. This certificate equips professionals with advanced skills in feature engineering, a cornerstone of AI model development, enabling them to extract meaningful insights from raw data and improve model accuracy. Below is a 3D Line Chart showcasing the growth of AI-related job postings in the UK over the past five years:

Year AI Job Postings
2018 12,000
2019 18,000
2020 25,000
2021 32,000
2022 42,000
2023 50,000
The certificate addresses the growing need for AI-based feature engineering skills, which are essential for developing robust machine learning models. With industries like finance, healthcare, and retail increasingly adopting AI, professionals with this certification are well-positioned to meet the demands of the UK’s evolving job market.

Who should apply?

Audience Profile Why This Course is Ideal UK-Specific Insights
Data Scientists & Analysts Enhance your expertise in AI-based feature engineering techniques to build more accurate machine learning models and stay ahead in the competitive AI landscape. Over 50% of UK businesses are investing in AI, creating a high demand for skilled professionals in feature engineering and predictive analytics.
Software Engineers Learn how to integrate advanced feature engineering methods into your applications, improving performance and scalability in AI-driven systems. The UK tech sector employs over 1.7 million people, with AI roles growing at a rate of 22% annually, making this skill set highly valuable.
AI Enthusiasts & Career Switchers Gain hands-on experience with AI-based feature engineering techniques to transition into AI roles or kickstart your career in this transformative field. AI adoption in the UK is expected to contribute £232 billion to the economy by 2030, offering vast opportunities for newcomers.
Business Leaders & Decision-Makers Understand the technical foundations of feature engineering to make informed decisions about AI investments and drive innovation in your organisation. 67% of UK executives believe AI will significantly impact their industry, highlighting the need for leaders with technical AI knowledge.