Recommender systems courses can help you learn collaborative filtering, content-based filtering, and hybrid approaches to personalization. You can build skills in data analysis, user behavior modeling, and algorithm evaluation. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing machine learning algorithms, as well as frameworks for managing large datasets and user interactions.

Skills you'll gain: Data Warehousing, Data Flow Diagrams (DFDs), Data Modeling, Data Pipelines, Ansible, Cloud Security, Diagram Design, Data Validation, Database Design, Apache Airflow, Star Schema, Snowflake Schema, Interviewing Skills, Apache Spark, PySpark, CI/CD, Docker (Software), SQL, Workflow Management, Git (Version Control System)
Intermediate · Professional Certificate · 3 - 6 Months

Multiple educators
Skills you'll gain: Data Store, Apache Airflow, Data Modeling, Data Pipelines, Data Storage, Data Storage Technologies, Data Architecture, Requirements Analysis, Data Processing, Data Warehousing, Query Languages, Data Preprocessing, Apache Hadoop, Requirements Elicitation, Vector Databases, Extract, Transform, Load, Data Lakes, Data Integration, Infrastructure as Code (IaC), Data Management
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Medical Equipment and Technology, Medical Equipment, Intensive Care Unit, Medical Support, Health Technology, Bed Management, Hospital Medicine, Intensive Care Medicine, Critical Care, Pediatric Intensive Care Unit, Nursing Management, Healthcare Ethics, Health Care, Infrastructure Architecture, Nursing and Patient Care, Capacity Management
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Variance Analysis, Performance Measurement, Performance Reporting, Management Reporting, Budgeting, Financial Data, Performance Analysis, Financial Reporting, Business Metrics, Financial Analysis, Management Accounting, Cost Control, Cost Accounting, Performance Metric, Profit and Loss (P&L) Management, Operational Performance Management, Key Performance Indicators (KPIs), Customer Analysis, Operating Budget, Finance
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Human Resources Management and Planning, Employee Training, Talent Acquisition, Human Resources, Performance Appraisal, Human Resource Management, Workforce Planning, Performance Management, Talent Recruitment, Training Programs, Employee Performance Management, Organizational Effectiveness, Human Resource Strategy, Workforce Development, Training and Development, HR Tech, Talent Sourcing, Management Training And Development, Human Resources Information System (HRIS), Performance Review
Mixed · Course · 1 - 3 Months

Skills you'll gain: Medical Privacy, General Data Protection Regulation (GDPR), Data Ethics, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Incident Response, Computer Security Incident Management, Information Privacy, Health Information Management, Vulnerability Assessments, Personally Identifiable Information, Security Controls, Law, Regulation, and Compliance, Health Care Procedure and Regulation, Health Informatics, Data Analysis, Data Visualization, Data Presentation, Data Visualization Software, Interactive Data Visualization, Data Literacy
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Social Media Marketing, Social Media Strategy, Social Media Campaigns, Social Media Analytics, Social Media Management, Social Media Content, Pinterest, Marketing Strategies, Digital Media Strategy, Marketing Planning, Instagram, Content Performance Analysis, Campaign Planning, LinkedIn, Smart Goals, Facebook, Customer Relationship Management, Marketing Channel, Goal Setting, Customer Engagement
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Patient Flow, Hospital Experience, Hospital Admissions, Clinic Management Systems, Medical Management, Patient Coordination, Health Care Administration, Patient Registration, Medical Support, Care Coordination, Primary Care, Health Care, Capacity Management, Diagnostic Tests
Mixed · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Pharmacology, Pharmacotherapy, Clinical Pharmacy, Molecular Biology, Substance Abuse, Mental and Behavioral Health, Neurology, Physiology, Psychology, Biochemistry, Biology, Developmental Disabilities, Science and Research
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: LLM Application, Analysis, Benchmarking, Performance Metric
Intermediate · Course · 1 - 4 Weeks
University of Pennsylvania
Skills you'll gain: Diversity Programs, Team Building, Diversity Training, Diversity and Inclusion, Diversity Awareness, Team Management, Employee Coaching, Smart Goals, Diversity Equity and Inclusion Initiatives, Goal Setting, Intercultural Competence, Team Motivation, Team Leadership, Team Performance Management, Systems Thinking, Presentations, Cognitive flexibility, Case Studies, Collaboration, Culture
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Network Security, Virtual Private Networks (VPN), Authentications, Firewall, Authorization (Computing), Computer Security, Remote Access Systems, Cybersecurity, General Networking, Network Monitoring, Security Controls, IT Automation, Software-Defined Networking, Wireless Networks, Dynamic Host Configuration Protocol (DHCP), Virtual Local Area Network (VLAN), Automation, Network Routing, Encryption, Application Programming Interface (API)
Intermediate · Course · 1 - 3 Months