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.

Universidad de los Andes
Skills you'll gain: Adult Education, Public Health, Public Health and Disease Prevention, Adult Learning Principles, Preventative Care, Health Policy, Health Disparities, Health Equity, Chronic Diseases, Social Skills, Empathy & Emotional Intelligence, Public Policies, Community Health, Education and Training, Continuous Quality Improvement (CQI), Training Programs, Social Determinants Of Health, Train The Trainer, Epidemiology, Initiative and Leadership
Beginner · Course · 1 - 3 Months

Skills you'll gain: Patient Communication, Statistical Reporting, Patient-centered Care, Digital Analysis, Interpersonal Communications, Patient Evaluation, Business Reporting, Patient Advocacy, Data Presentation, Analytics, Data Collection, People Analytics, Data Storytelling, Data Literacy, Communication, Data Analysis, Communication Strategies, Data-Driven Decision-Making, Data Synthesis, Quality Improvement
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Dashboard Creation, Dashboard, Application Performance Management, System Monitoring, Enterprise Application Management, Performance Tuning, Performance Analysis, Performance Metric, Anomaly Detection, Real Time Data, Performance Measurement, Continuous Monitoring, Root Cause Analysis, Operational Performance Management, Business Metrics, Transaction Processing, Performance Management, Data-Driven Decision-Making, Machine Learning Methods
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: vSphere DRS & HA, Storage vMotion, Virtual Machines, VMware ESX Servers, vCenter Server Management, vCenter Server, Virtualization and Virtual Machines, Memory Management, Capacity Management, Patch Management, Configuration Management, System Monitoring
Advanced · Course · 1 - 4 Weeks

Minnesota State University, Mankato
Skills you'll gain: Employee Coaching, Delegation Skills, Team Motivation, Constructive Feedback, Motivational Skills, Coaching, Team Management, Team Building, Prioritization, Self-Motivation, Accountability, Expectation Management, Behavioral Management, Performance Appraisal, Leadership Development, Strategic Prioritization, Leadership, Business Management, Business Leadership, Performance Improvement
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Large Language Modeling, LLM Application, Generative AI, Model Evaluation, Retrieval-Augmented Generation, AI Workflows, Data Preprocessing, Model Training, Fine-tuning, No-Code Development, Application Development
Intermediate · Course · 1 - 3 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Natural Language Processing, Large Language Modeling, Embeddings, Text Mining, Data Preprocessing, LLM Application, Semantic Web, Artificial Neural Networks, ChatGPT, Artificial Intelligence, Generative AI, Data Processing, Deep Learning, Model Training, Model Evaluation, Dependency Analysis
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Image Analysis, Model Training, Deep Learning, Convolutional Neural Networks, Generative Model Architectures, Model Deployment, Model Evaluation, Recurrent Neural Networks (RNNs)
Advanced · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Vulnerability Scanning, Penetration Testing, Network Monitoring, Network Security, Vulnerability Assessments, Network Administration, Security Testing, Network Protocols, Network Analysis, TCP/IP, File Transfer Protocol (FTP), Network Infrastructure, Software Installation, Ubuntu, Command-Line Interface
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Business Ethics, Google Cloud Platform, AI literacy, AI Product Strategy, Decision Intelligence, Accountability, Governance, Ethical Standards And Conduct
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Performance Tuning, Artificial Intelligence, Maintainability, Performance Testing, Python Programming, Performance Analysis, Code Reusability, Technical Writing, Program Standards
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Recurrent Neural Networks (RNNs), Large Language Modeling, Model Optimization
Intermediate · Course · 1 - 4 Weeks