Python Data Science: Unsupervised Machine Learning

Python Data Science: Unsupervised Machine Learning course is designed to help learners understand and apply machine learning techniques that uncover hidden patterns in data without labelled outputs. This course focuses on real-world data exploration, clustering, and dimensionality reduction using Python.

Learners will explore core unsupervised learning algorithms such as K-Means, Hierarchical Clustering, DBSCAN, and Principal Component Analysis (PCA). The course also covers data preprocessing, feature scaling, model evaluation, and visualisation using popular Python libraries. Suitable for aspiring data scientists, analysts, and machine learning enthusiasts, this course builds a strong foundation in data-driven discovery and insight generation.

Enrol today to master unsupervised machine learning techniques and advance your data science career using Python.

What You Will Learn

• Fundamentals of unsupervised machine learning
• Data preprocessing and feature scaling in Python
• Clustering algorithms (K-Means, DBSCAN, Hierarchical)
• Dimensionality reduction with PCA
• Pattern discovery and data segmentation
• Model evaluation and interpretation
• Data visualisation for insights
• Real-world unsupervised learning use cases

Who Should Take This Course

• Aspiring data scientists
• Data analysts and professionals
• Machine learning beginners
• Python programmers expanding skills
• AI and analytics enthusiasts
• Researchers and students
• Career changers entering data science
• Professionals working with large datasets

Career Path

• Data Analyst (£28,000 – £45,000)
• Junior Data Scientist (£35,000 – £55,000)
• Machine Learning Engineer (Entry Level) (£40,000 – £65,000)
• Business Intelligence Analyst (£32,000 – £50,000)
• Data Science Consultant (£45,000 – £75,000)
• AI / Machine Learning Specialist (£50,000 – £90,000+)

Course Format

• Short, easy-to-follow video lessons
• Step-by-step tutorials
• Quizzes and practical exercises
• Downloadable resources: templates, worksheets, and cheat sheets
• Project-based learning for hands-on experience

Certificate

After successfully completing the final assessment, you will receive a CPD-accredited Certificate of Achievement.The PDF certificate is completely FREE and will be sent to you immediately via email.If you prefer a printed hard copy, you can order one for £15.99, which will be delivered to your doorstep by post.