Unsupervised learning courses can help you learn clustering techniques, dimensionality reduction, and anomaly detection. You can build skills in data preprocessing, feature extraction, and interpreting complex datasets. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing these methods in projects. You'll also explore practical applications in areas like customer segmentation, image processing, and recommendation systems, enhancing your ability to derive insights from unlabelled data.

Skills you'll gain: Internal Auditing, Internal Controls, Auditing, Financial Auditing, Financial Controls, Compliance Auditing, Financial Reporting, External Auditing, Governance, Fraud detection, Risk Control, Risk Management
★ 4.5 (13) · Mixed · Course · 1 - 4 Weeks
University of Toronto
Skills you'll gain: Cultural Responsiveness, Formal Learning, Education and Training, Cultural Diversity, Social Sciences, Social Studies, Diversity Awareness, Intercultural Competence, Cultural Sensitivity, Social Justice, Liberal Arts, Curriculum Planning, Advocacy, Oral Expression, Storytelling
★ 4.7 (504) · Beginner · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Data Modeling, Data Transformation, Data Processing, Data Warehousing, Data Preprocessing, Apache Hadoop, Extract, Transform, Load, Data Pipelines, Apache Spark, Feature Engineering, Star Schema, Applied Machine Learning, Real Time Data
★ 4.5 (104) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Oracle SQL Developer, Oracle Databases, Data Integrity, Business Logic, Stored Procedure, SQL, Business Process Automation, Data Persistence, Database Design, Database Development, Performance Tuning, Relational Databases, Dependency Analysis, Database Management, Database Management Systems, Computational Thinking, Database Application, Web Services, Automation, Programming Principles
★ 4.8 (63) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Unix Shell, Unix Commands, Command-Line Interface, Unix, Network Protocols, Network Troubleshooting, TCP/IP, Shell Script, Linux, OS Process Management, File Management, General Networking, File Transfer Protocol (FTP), Network Administration, Linux Commands, File Systems, Network Routing, OSI Models, Computer Networking, Operating Systems
★ 4.8 (54) · Beginner · Specialization · 3 - 6 Months

University of London
Skills you'll gain: Performing Arts, Oral Expression, Self-Awareness, Writing, Storytelling, Creativity
★ 4.9 (222) · Beginner · Course · 1 - 4 Weeks
Dassault Systèmes
Skills you'll gain: 3D Modeling, Mechanical Engineering
★ 4.7 (254) · Beginner · Specialization · 3 - 6 Months

Amazon Web Services
Skills you'll gain: Responsible AI, Generative AI, Generative AI Agents, Prompt Engineering, Amazon Bedrock, Data Ethics, AWS SageMaker, AI Workflows, Agentic systems, AI Product Strategy, Agentic Workflows, Amazon Web Services, AI Integrations, LLM Application, AI Orchestration, MLOps (Machine Learning Operations), Application Programming Interface (API), Application Development, Solution Architecture, Data Management
★ 4.5 (127) · Beginner · Professional Certificate · 1 - 3 Months

Lund University
Skills you'll gain: Intellectual Property, Legal Strategy, Legal Writing, Regulation and Legal Compliance, Law, Regulation, and Compliance, Compliance Management, Commercial Laws, Competitive Analysis, Mergers & Acquisitions, Advocacy, Commercialization, Branding, Brand Strategy, Procurement, Innovation
★ 4.8 (310) · Beginner · Course · 1 - 3 Months

University of London
Skills you'll gain: Pseudocode, C++ (Programming Language), Object Oriented Programming (OOP), C and C++, Object Oriented Design, File I/O, Integrated Development Environments, Computer Programming, Development Environment, Programming Principles, Data Structures, Program Development, Algorithms, Interactive Design, Data Modeling, FinTech, Software Engineering, Test Data, Verification And Validation, Software Installation
★ 4.7 (263) · Intermediate · Specialization · 1 - 3 Months

SkillsBooster Academy
Skills you'll gain: Prompt Engineering, Large Language Modeling, Data Ethics, Google Gemini, Prompt Patterns, Responsible AI, AI literacy, LLM Application, Gemini, ChatGPT, Generative AI, Microsoft Copilot, Generative AI Agents, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Deepseek, Productivity, Automation, Business Operations
★ 4.8 (118) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Architectural Design, Visualization (Computer Graphics), Computer Graphic Techniques, Design Software, Layout Design
★ 4.5 (17) · Beginner · Course · 1 - 4 Weeks