Professional Certificate in AI-Based Software Defect Prediction

Monday, 09 February 2026 01:25:00

International applicants and their qualifications are accepted

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Overview

Overview

Artificial Intelligence (AI) is revolutionizing software development, and AI-Based Software Defect Prediction is a crucial aspect of this transformation.

Designed for software developers, testers, and quality assurance professionals, this Professional Certificate program equips learners with the skills to predict software defects using AI-based techniques.

Through a combination of theoretical foundations and practical applications, learners will gain insights into machine learning algorithms, data preprocessing, and model evaluation.

By mastering AI-based software defect prediction, learners can improve software quality, reduce defect rates, and increase customer satisfaction.

Join the AI revolution and take the first step towards a more predictive and efficient software development process. Explore the Professional Certificate in AI-Based Software Defect Prediction today!

AI-Based Software Defect Prediction is a cutting-edge field that leverages machine learning and data analytics to predict software defects, ensuring higher quality and reliability. This Professional Certificate course equips you with the skills to analyze data, identify patterns, and develop predictive models that can detect defects before they occur. With AI-Based Software Defect Prediction, you'll gain a competitive edge in the job market, with career prospects in software development, quality assurance, and data science. Unique features include hands-on experience with popular tools like Scikit-learn and TensorFlow, and access to industry experts for guidance and mentorship.

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

•
Machine Learning Fundamentals •
Supervised Learning Techniques •
Unsupervised Learning Techniques •
Deep Learning for Defect Prediction •
Natural Language Processing for Bug Reports •
Feature Engineering for Software Defects •
Ensemble Methods for Predictive Modeling •
Data Preprocessing and Cleaning Techniques •
Software Metrics for Defect Prediction •
Case Study in AI-Based Software Defect Prediction

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 AI-Based Software Defect Prediction

The Professional Certificate in AI-Based Software Defect Prediction is a comprehensive program designed to equip learners with the skills and knowledge required to predict software defects using artificial intelligence (AI) techniques.
This program focuses on the application of machine learning algorithms and data analytics to identify potential software defects, enabling developers to create more reliable and maintainable software systems.
Upon completion of the program, learners will be able to analyze software data, develop predictive models, and implement AI-based defect prediction techniques to improve software quality.
The duration of the program is typically 4-6 months, with learners required to complete a series of coursework, projects, and assessments to demonstrate their understanding of AI-based software defect prediction.
The program is highly relevant to the software development industry, where defect prediction is a critical aspect of ensuring software quality and reliability.
Learners who complete the program will gain a competitive edge in the job market, with employers seeking professionals who possess expertise in AI-based software defect prediction.
The program is designed to be flexible, with learners able to complete coursework and projects on their own schedule, making it ideal for working professionals and individuals with busy schedules.
The Professional Certificate in AI-Based Software Defect Prediction is offered by leading educational institutions and is recognized globally, providing learners with a recognized qualification that can be applied in a variety of industries.
Upon completion of the program, learners will receive a certificate of completion, demonstrating their expertise in AI-based software defect prediction and their commitment to ongoing learning and professional development.

Why this course?

AI-Based Software Defect Prediction has become a crucial aspect of the software development industry, with the UK being no exception. According to a report by the UK's Software Engineering Body of Knowledge (SEBoK), the demand for AI and machine learning professionals is expected to increase by 30% by 2025.
Year Number of Jobs
2020 2,500
2021 3,200
2022 4,000

Who should enrol in Professional Certificate in AI-Based Software Defect Prediction?

Ideal Audience for Professional Certificate in AI-Based Software Defect Prediction Software developers, quality assurance engineers, and data scientists in the UK are in high demand, with a projected shortage of 30,000 skilled professionals by 2025 (Source: IT Skills Framework for the Information Age).
Key Characteristics: Professionals with 2+ years of experience in software development, familiar with programming languages such as Python, Java, or C++, and basic knowledge of machine learning concepts.
Career Goals: To enhance career prospects in AI-based software development, improve defect prediction skills, and increase earning potential, with median salaries ranging from £60,000 to £100,000 in the UK.
Prerequisites: Basic understanding of programming concepts, familiarity with data structures and algorithms, and prior experience with software development tools and methodologies.