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.

American Psychological Association
Skills you'll gain: Writing, Writing and Editing, Editing, Productivity, Motion Arguments, Oral Expression, Critical Thinking, Organizational Skills, Persistence, Self-Motivation, Brainstorming, Workplace inclusivity, Diversity Awareness
Beginner · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Literacy, AI Enablement, Data Mining, AI Product Strategy, Generative AI, Generative Model Architectures, Decision Intelligence, Data Processing, Big Data, LLM Application, Information Architecture, AI literacy, Strategic Decision-Making, AI Integrations, Enterprise Architecture, Cloud Computing, Data Science, Data Architecture, Leadership
Beginner · Specialization · 1 - 3 Months

Interplay Learning
Skills you'll gain: HVAC, Engineering, Scientific, and Technical Instruments, Test Equipment, Personal protective equipment, Electrical Equipment, Safety Standards, Safety Training, Electrical Safety, Facility Repair And Maintenance, Safety Assurance, Systems Of Measurement, Test Tools, Basic Electrical Systems, Electrical Systems, Environmental Monitoring, Build Tools, Electrical Wiring, Facility Management
Beginner · Course · 1 - 4 Weeks

Interplay Learning
Skills you'll gain: Environmental Regulations, Environmental Laws, Emergency Response, Fire And Life Safety, HVAC, Safety Training, Safety Standards, First Aid, Facility Management and Maintenance, Hazard Analysis, Environmental Issue, Facility Repair And Maintenance, Maintenance, Repair, and Facility Services, Chemistry
Beginner · Course · 1 - 3 Months

Mixed · Course · 1 - 4 Weeks

Interplay Learning
Skills you'll gain: Punch Work, Project Closure, Operational Efficiency, HVAC, Verification And Validation, Client Services, System Testing, Customer Service, Corrective and Preventive Action (CAPA), Active Listening, Customer Relationship Building, Facility Repair And Maintenance, Customer experience improvement, Communication, Communication Strategies, Service Improvement, Hardware Troubleshooting, Problem Management, Professionalism, Facility Management and Maintenance
Beginner · Course · 1 - 3 Months
DeepLearning.AI
Skills you'll gain: Tensorflow, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Computer Vision, Model Evaluation, Transfer Learning, Image Analysis, Keras (Neural Network Library), Natural Language Processing, Model Training, Time Series Analysis and Forecasting, Deep Learning, Embeddings, Fine-tuning, Artificial Neural Networks, Applied Machine Learning, Generative AI, Classification Algorithms, Forecasting, Machine Learning
Intermediate · Professional Certificate · 3 - 6 Months

Arizona State University
Skills you'll gain: Peer Review, Travel Arrangements, Language Competency, Oral Expression, Business Communication, Greeting Customers, Language Learning, Oral Comprehension, Communication, Verbal Communication Skills, Constructive Feedback, Writing, Consolidation
Mixed · Course · 1 - 3 Months

Macquarie University
Skills you'll gain: Excel Formulas, Dashboard, Microsoft Excel, Dashboard Creation, Data Wrangling, Excel Macros, Data Preprocessing, Spreadsheet Software, Data Validation, Data Manipulation, Data Processing, Data Presentation, Interactive Data Visualization, Data Analysis Software, Business Analytics, Data Modeling, Financial Forecasting, Analytical Skills, Predictive Modeling, Productivity Software
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Credit Risk, Lending and Underwriting, Risk Modeling, Risk Analysis, Portfolio Risk, Securities (Finance), Risk Mitigation, Risk Management, Risk Management Framework, Derivatives, Commercial Banking, Financial Analysis, Retail Banking, Banking, Portfolio Management, Analysis, Probability, Transfer Learning, Application Frameworks, Design
Mixed · Course · 1 - 3 Months

Skills you'll gain: Prompt Patterns, Google Gemini, Generative AI, AI literacy, Model Training, AI Integrations, Google Sheets, Critical Thinking, Innovation
Beginner · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Generative AI, Generative Model Architectures, Prompt Engineering, AI literacy, Google Cloud Platform, Large Language Modeling, Artificial Intelligence, Deep Learning, Statistical Machine Learning
Beginner · Course · 1 - 4 Weeks