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: Model Evaluation, Big Data, Model Training, Predictive Modeling, Google Cloud Platform, Data Access, Applied Machine Learning, Predictive Analytics, Forecasting, Data Management, Machine Learning
Intermediate · Project · Less Than 2 Hours

Erasmus University Rotterdam
Skills you'll gain: Sustainable Systems, Sustainable Development, Sustainable Business, Human Centered Design, Land Management, Entrepreneurship, Product Development, Business Modeling, Innovation, Stakeholder Engagement, Return On Investment, Stakeholder Management, Investments, Customer Insights, Experimentation, Customer Analysis, Process Validation
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Natural Language Processing, Google Cloud Platform, Data Analysis, Machine Learning
Intermediate · Project · Less Than 2 Hours

Case Western Reserve University
Skills you'll gain: Geostatistics, Exploratory Data Analysis, Spatial Analysis, Spatial Data Analysis, Descriptive Statistics, Box Plots, Geospatial Mapping, Statistical Modeling, Geospatial Information and Technology, R Programming, Plot (Graphics), Rmarkdown, Data Analysis, Data Cleansing, Statistical Methods, R (Software), Statistical Programming, Data Wrangling, Simulations, Package and Software Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: People Development, Growth Mindedness, Organizational Development, Resourcefulness, Willingness To Learn, AI Enablement, Lifelong Learning, Training and Development, Personal Development, Motivational Skills, Meditation & Breathwork, Self-Awareness, Open Mindset, Leadership Development, Mental Concentration, Mindfulness
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Test Automation, Test Script Development, Software Testing, System Testing, Database Design, Requirements Analysis, Test Tools, Test Execution Engine, Test Case, Automation, IT Automation, Test Data, Databases, Database Management, Role-Based Access Control (RBAC), Data Maintenance
Beginner · Course · 1 - 4 Weeks

Edureka
Skills you'll gain: Cloud-Native Computing, Cloud Development, Prometheus (Software), Grafana, Program Development, Software Architecture
Beginner · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Model Optimization, Embeddings, Machine Learning Methods, Artificial Neural Networks, Deep Learning, Machine Learning, Dependency Analysis, Supervised Learning
Mixed · Course · 1 - 3 Months

Skills you'll gain: iOS Development, Apple iOS, Mobile Development, Swift Programming, UI Components, User Interface (UI), Application Development, User Interface (UI) Design, Mobile Development Tools, Authentications, Secure Coding, Code Reusability, Geospatial Information and Technology, Real Time Data, Data Validation
Beginner · Course · 1 - 4 Weeks

Alex Genadinik
Skills you'll gain: Overcoming Objections, Lead Generation, B2B Sales, Sales Presentation, Sales Presentations, Enterprise Sales, Closing (Sales), Negotiation, Price Negotiation, Inside Sales, Contract Negotiation, Phone Sales, Cold Calling, Sales Process, Sales, Selling Techniques, Account Strategy, Sales Strategy, Sales Prospecting, Demand Generation
Mixed · Course · 3 - 6 Months

Skills you'll gain: Microsoft Azure, Internet Of Things, Cloud Development, Microsoft Development Tools, Data Storage Technologies, Cloud Storage, Data Storage, Microsoft Visual Studio, Dataflow, Network Routing
Intermediate · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Journalism, Music, Culture, Media and Communications, Liberal Arts, Art History, Storytelling, Creativity, Music History, Visual Storytelling, World History, Scientific Visualization, Science and Research, Writing
Beginner · Course · 1 - 3 Months