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: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Plot (Graphics), Seaborn, Matplotlib, Statistical Visualization, Cloud Computing, Jupyter, Dimensionality Reduction, Data Science, Unsupervised Learning, Scikit Learn (Machine Learning Library), Machine Learning Methods, Numerical Analysis, Python Programming, Data Manipulation
★ 4.6 (298) · Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Angular, Test Automation, Test Script Development, JavaScript Frameworks, Web Development Tools, Application Development, Application Frameworks, Video Game Development, Test Tools, Frontend Integration, Program Development, Development Environment, React.js, Web Applications, Application Design, Application Deployment, User Interface (UI), Game Design, Verification And Validation, UI Components
Advanced · Course · 1 - 3 Months

Sage Publications
Skills you'll gain: Statistical Reporting, Regression Analysis, Research Reports, Report Writing, Statistical Inference, SPSS, Data Presentation, Quantitative Research, Statistical Methods, Statistical Analysis, Data Analysis, Statistical Software, Statistical Modeling, Logistic Regression, Political Sciences, Research, Research Methodologies, SPSS (Software), Data Visualization, International Relations
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: WordPress, Security Testing, Penetration Testing, Cyber Security Assessment, Vulnerability Assessments, Vulnerability Scanning, Vulnerability Management, Test Script Development, Application Security, Brute-force attacks, Exploitation techniques, Content Management Systems, Cyber Engineering, Cybersecurity, Web Development Tools, Command-Line Interface, Authentications, Data Ethics, User Accounts
Intermediate · Course · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Bookkeeping, Ledgers (Accounting), Payroll, Payroll Processing, General Accounting, Payroll Tax, Accounting, Standard Accounting Practices, Payroll Administration, Balancing (Ledger/Billing), General Ledger, Accounting Records, Financial Reporting, Generally Accepted Accounting Principles (GAAP), Accounting Software, Auditing, Financial Statements, Budgeting, Financial Analysis, Business Planning
Beginner · Course · 3 - 6 Months

Google Cloud
Skills you'll gain: Digital Transformation, Cloud Platforms, Cloud Services, Cloud Computing, Cloud Computing Architecture, Cloud Hosting, Cloud Deployment, Public Cloud, Cloud Infrastructure, Business Transformation, Infrastructure As A Service (IaaS), Google Cloud Platform, Hybrid Cloud Computing, Business Technologies, Network Infrastructure, General Networking, Computer Networking
★ 4.8 (2.6K) · Beginner · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Object Oriented Programming (OOP), C (Programming Language), Python Programming, Data Import/Export, Memory Management, File I/O, Computational Logic, Network Protocols, Package and Software Management
★ 4.6 (2.5K) · Intermediate · Course · 1 - 4 Weeks

Sage Publications
Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Correlation Analysis, Quantitative Research, Statistical Methods, Probability & Statistics, Statistical Analysis, Statistical Inference, Statistics, Science and Research, Sampling (Statistics), Data Analysis, Experimentation, Psychology, Research, Probability, Probability Distribution, Graphing
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Generative AI, Matplotlib, Data Visualization, Data Literacy, Plotly, Data Ethics, Plot (Graphics), Generative Model Architectures, Scientific Visualization, Data Cleansing, Data Presentation, Interactive Data Visualization, Pandas (Python Package), Data Quality, Exploratory Data Analysis, Generative Adversarial Networks (GANs), Data Manipulation, Model Evaluation, Data Analysis, Machine Learning
★ 4.3 (122) · Beginner · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: Logistic Regression, Forecasting, Statistical Methods, Exercise Science, Regression Analysis, Plot (Graphics), Data Cleansing, Scikit Learn (Machine Learning Library), Supervised Learning, Data Processing, Statistical Hypothesis Testing, Correlation Analysis, Predictive Analytics, Applied Machine Learning, Injury Prevention, Athletic Training, Analytics, People Analytics, Data Analysis, Python Programming
★ 4.5 (284) · Intermediate · Specialization · 3 - 6 Months

Sage Publications
Intermediate · Course · 1 - 3 Months

University of Cambridge
Skills you'll gain: Sensory Systems Analysis, Human Learning, Psychology, Magnetic Resonance Imaging, Medical Imaging, Neurology, Research Methodologies, Research, Human Development, Learning Theory, Research Design, Electrophysiology, Physiology
★ 4.6 (110) · Mixed · Course · 1 - 3 Months