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.

Simplilearn
Skills you'll gain: Mathematical Modeling, Linear Algebra, Dimensionality Reduction, Data Analysis, Analytical Skills, Feature Engineering, Applied Machine Learning, Data Science, Data Transformation, Algebra
Beginner · Course · 1 - 4 Weeks

Universitat Politècnica de València
Skills you'll gain: Systems Development Life Cycle, Software Development Life Cycle, User Interface and User Experience (UI/UX) Design, Software Design, Usability, Human Computer Interaction, User Interface (UI) Design, Software Development Methodologies, Systems Development, Information Systems, Software Development, Project Management, Information Technology, Program Standards, Business Systems, Maintainability, Version Control, Management Information Systems, Software Development Tools, Software Documentation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Serial Peripheral Interface, Embedded Software, Telecommunications, Internet Of Things, Communication Systems, Embedded Systems, Computer Hardware, Digital Communications, Automation, Hardware Troubleshooting, Debugging, Remote Access Systems, Python Programming, Image Analysis, Software Installation
Intermediate · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Amazon Web Services, Apache Cassandra, Enterprise Application Management, Scalability, Cloud-Native Computing, Performance Tuning, Enterprise Architecture
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Looker (Software), Data Modeling, Dashboard, Dashboard Creation, Performance Tuning, SQL, Data Persistence, Integrated Development Environments, Git (Version Control System), Version Control
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Logo Design, Digital Brand Strategy, Graphic and Visual Design Software, Digital Design, Graphic and Visual Design, Graphic Design, Graphics Software, Brand Awareness, Digital Publishing, Collaborative Software, Marketing, Creative Design, Editing
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Collaborative Software, Brainstorming, Innovation, Ideation, New Product Development, Product Development, Business Analysis Tools, Product Improvement, Collaboration, Analysis, Project Management
Beginner · Guided Project · Less Than 2 Hours

Coursera
Skills you'll gain: Performance Metric, Workflow Management, Issue Tracking, Performance Analysis, User Feedback, Automation, Performance Measurement, Project Management Software, Accountability Frameworks, Performance Improvement, Operational Efficiency, Service Improvement, Process Improvement, Data-Driven Decision-Making, Prioritization, Systems Integration
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: User Experience Design, Design Reviews, Prototyping, User Experience, Interactive Design, Peer Review, UI/UX Research, Wireframing, Collaborative Software
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Apache Kafka, Data Pipelines, Integration Testing, Verification And Validation, Transaction Processing, Data Integrity, Real Time Data, Apache Spark, Decision Intelligence, Data Validation, Data Architecture, System Design and Implementation, Scenario Testing, Data Loss Prevention, Performance Tuning, Project Implementation, Analysis, Apache, Production Management, Business Metrics
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Google Gemini, Gemini, Google Workspace, Data Integration, Data Store, Collaborative Software, Data Access, AI powered creativity, AI Enablement, OAuth, Enterprise Application Management, Identity and Access Management, LLM Application, AI Integrations, Tool Calling, Application Deployment, Application Programming Interface (API), System Implementation, Authentications
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Applied Machine Learning, Metadata Management, LangChain, Document Management, Embeddings, LLM Application, Large Language Modeling, Data Management, Model Evaluation, AI Integrations, Data Pipelines, Application Programming Interface (API), Software Installation, Debugging
Intermediate · Course · 1 - 3 Months