Full Course
£80
£400Course Includes:
-
Online Study Mode
-
450 Hours
-
Study at your own Pace
-
Completion Certificate
Key Aspects of Course
-
Level 5 Diploma
-
Full Online Course
-
CPD Approved
-
Employer Approved
-
Fully Endorsed Course
-
450 Hours Training
-
No Entry Requirements
-
Boost Your Resume
-
Own Pace Study
-
Premium Course Material
-
Completion Certificate
£80
£400Unsupervised Learning Techniques
The "Unsupervised Learning Techniques" course provides learners with a comprehensive understanding of how machines uncover hidden patterns without labelled data. By focusing on Machine Learning Unsupervised Learning, this course explores clustering, dimensionality reduction, anomaly detection, and more to strengthen analytical skills.
Students will gain hands-on experience in applying Unsupervised Learning Techniques across real-world scenarios, such as customer segmentation, fraud detection, and market analysis. By the end of the course, learners will be confident in designing, implementing, and evaluating unsupervised models to solve data-driven challenges effectively.
- Understanding the fundamentals of unsupervised learning
- Using dimensionality reduction techniques such as PCA and t-SNE
- Detecting anomalies with unsupervised methods
- Mastering advanced clustering techniques like DBSCAN and Gaussian Mixture Models
- Applying clustering algorithms like K-Means and Hierarchical Clustering
- Implementing association rule learning and market basket analysis
- Exploring self-organizing maps (SOMs)
- Applying unsupervised learning to practical business and research problems
this course
- Data scientists
- Machine learning engineers
- AI researchers
- Data analysts
- Business intelligence professionals
- Software developers
- Students in AI and data science
- Professionals interested in advanced analytics
SYLLABUS
Module 1
Module 1
Introduction to Unsupervised Learning
Module 2
Module 2
Clustering Techniques: K-Means and Hierarchical Clustering
Module 3
Module 3
Dimensionality Reduction: PCA and t-SNE
Module 4
Module 4
Association Rule Learning and Market Basket Analysis
Module 5
Module 5
Anomaly Detection in Unsupervised Learning
Module 6
Module 6
Self-Organizing Maps (SOMs)
Module 7
Module 7
Advanced Clustering Techniques: DBSCAN and Gaussian Mixture Models
Module 8
Module 8
Applications and Challenges of Unsupervised Learning
Expected Artificial Intelligence market growth by the end of 2026
Increased in growth in different learning organizations
Average Salary
£50k - £110k per Annum
Hiring Companies
Certifications
Frequently Asked Questions (FAQs)
Our AI Intelligence courses are entirely self-paced, allowing you to study whenever it suits you best. Whether you finish quickly or take your time, there are no deadlines or expiry dates.
No attendance is required. All Artificial Intelligence study materials and assessments are delivered online, enabling full home-study learning without any campus visits.
The course fee displayed on the website includes everything—learning materials, registration, and tutor support. Unless you decide to upgrade your certificate, there are no additional charges.
You’ll be guided by a dedicated tutor who specialises in Artificial Intelligence. They will assist with academic questions, clarify difficult topics, and provide detailed assessment feedback.
Absolutely. Our AI Intelligence courses are open to learners worldwide. As long as you have internet access, you can join from any country.
Our introductory AI Intelligence courses are created specifically for newcomers. They focus on foundational AI concepts before moving into advanced algorithms and applications, making them ideal for first-time learners.
All you’ll need is a laptop or computer with a stable internet connection. Every learning resource, including modules and assessments, is provided digitally—no additional software is required.
Yes. The entire learning journey is completed online, including lessons, reading materials, assignments, and tutor communication. There is no requirement for in-person training.
Upon finishing your chosen programme, you’ll receive an endorsed certificate that can enhance your CV and support your entry into the growing Artificial Intelligence industry.
Completing an AI course can lead to roles such as AI technician, data analyst, machine learning assistant, automation specialist, or support positions within tech-driven companies. Advanced study may open doors to senior AI and machine learning roles.
Full Course
£80
£400Course Includes:
-
Online Study Mode
-
450 Hours
-
Study at your own Pace
-
Completion Certificate
Key Aspects of Course
-
Full Online Course -
CPD Approved -
Employer Approved -
Fully Endorsed Course -
No Entry Requirements -
Boost Your Resume -
Own Pace Study -
Premium Course Material -
Completion Certificate
£80
£400