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: HVAC, Building Services Engineering, Pump Stations, Equipment Design, Thermal Management, Mechanical Engineering, Hydraulics, Facility Repair And Maintenance, Mechanical Design, Drafting and Engineering Design, Control Systems, Energy and Utilities, System Configuration, Engineering Calculations, Materials science
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Data Lakes, Cloud Engineering, Google Cloud Platform, Data Warehousing, Data Governance, Data Management, Metadata Management, Advanced Analytics, Data Architecture, Cloud Storage, Data Pipelines, Data Storage, Analytics, Big Data, Applied Machine Learning, Data Security
Intermediate · Course · 1 - 3 Months

Illinois Tech
Skills you'll gain: Machine Learning Algorithms, Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Statistical Methods, Data Presentation, Probability & Statistics, Machine Learning Methods, Data Cleansing, Applied Machine Learning, Analytics, Machine Learning, Data Preprocessing, Data Processing, Model Training, Correlation Analysis, Decision Tree Learning, Logistic Regression
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Specialized Accounting, Tax Laws
Intermediate · Course · 1 - 3 Months

Universidad Austral
Skills you'll gain: Public Policies, Education and Training, Pedagogy, Policy Analysis, Research, and Development, Differentiated Instruction, Community Development, Teaching, Community Outreach, Instructional Strategies, K-12 pedagogy, Cultural Sensitivity, Cultural Diversity, Diversity Awareness, Socioeconomics, Social Justice
Beginner · Course · 1 - 4 Weeks

Rutgers the State University of New Jersey
Skills you'll gain: Procurement, Key Performance Indicators (KPIs), Supply Management, Organizational Structure, Supplier Relationship Management, Supplier Management, Talent Management, Performance Metric, Organizational Effectiveness, Performance Measurement, Talent Pipelining, Talent Acquisition, Talent Sourcing, Procedure Development, Human Resource Policies, Cross-Functional Collaboration, Recruitment Strategies, Employee Retention
Intermediate · Course · 1 - 3 Months

Universitat Autònoma de Barcelona
Skills you'll gain: Community Development, Social Work, Community Outreach, Social Sciences, Education and Training, Social Justice, Community and Social Work, Social Impact, Childhood Education and Development, Pedagogy, Digital pedagogy, Sustainable Development, Adult Learning Principles, Cultural Diversity, Diversity Awareness, digital literacy, Ethical Standards And Conduct
Beginner · Course · 1 - 3 Months

Skills you'll gain: Apache Spark, Data Persistence, Big Data, Data Processing, Distributed Computing, JSON, Data Transformation, Performance Tuning
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, ChatGPT, Data Ethics, Responsible AI, AI Personalization, AI literacy, Ethical Standards And Conduct, Coaching, Constructive Feedback
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Object Oriented Programming (OOP), Code Reusability, Programming Principles, Python Programming, Computer Programming, Software Engineering, Simulations
Beginner · Guided Project · Less Than 2 Hours

Scrimba
Skills you'll gain: Javascript, JavaScript Frameworks, Program Development, Web Development, Angular, Vue.JS, Application Development, React.js, Web Applications, Event-Driven Programming, Object Oriented Programming (OOP), Programming Principles, Computer Programming, Data Structures, Software Engineering, Computer Science
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Apache Airflow, Model Optimization, Data Validation, Image Analysis, Transfer Learning, Data Preprocessing, Data Integrity, Model Evaluation, Debugging, Computer Vision, PyTorch (Machine Learning Library), Data Pipelines, Feature Engineering, MLOps (Machine Learning Operations), Tensorflow, Model Training, Embeddings, Performance Tuning, Deep Learning, Digital Signal Processing
Advanced · Specialization · 3 - 6 Months