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: OpenAI API, AI Integrations, Agentic Workflows, LLM Application, Vector Databases, Generative AI Agents, Tool Calling, Embeddings, Retrieval-Augmented Generation, Prompt Patterns, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Engineering, Agentic systems, Large Language Modeling, TypeScript, Responsible AI, Software Development, Real Time Data, Software Design Patterns
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Database Development, Database Design, Oracle Databases, Oracle SQL Developer, Relational Databases, Database Application, PL/SQL, SQL, Operational Databases, Database Theory, Database Management, Database Architecture and Administration, Database Management Systems, Stored Procedure, Data Modeling, Data Integrity, Transaction Processing, Data Storage
Mixed · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Node.JS, File I/O, Javascript, Event-Driven Programming, Web Servers, Software Installation, Server Side, Application Development, File Management, Command-Line Interface, TCP/IP, Servers, OS Process Management, Application Deployment, Package and Software Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Linux Administration, Linux, User Accounts, Identity and Access Management, Authentications, Virtual Machines, Authorization (Computing), Virtualization, Operating System Administration, Security Controls, System Configuration, Virtual Environment, Command-Line Interface, Software Installation
Beginner · Course · 1 - 4 Weeks

University of California, Santa Cruz
Skills you'll gain: Software Development Life Cycle, Agile Project Management, Collaborative Software, Software Development, Development Testing, Test Script Development, Test Case, Python Programming, Cloud Management, Computer Science
Beginner · Course · 1 - 3 Months

Skills you'll gain: Git (Version Control System), Model Training, Version Control, AI Workflows, Software Configuration Management, Jupyter, Memory Management, Package and Software Management, Resource Utilization, Virtual Environment
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Journey Mapping, Collaborative Software, User Experience, Customer experience improvement, Customer experience strategy (CX), Experience Design
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, Tool Calling, Generative AI Agents, Agentic Workflows, Document Management, Query Languages, Agentic systems
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Literacy, Statistical Visualization
Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Business Transformation, Business Leadership, Digital Transformation, Emerging Technologies, Technology Strategies, Innovation, Enterprise Architecture, Case Studies, Financial Regulation
Beginner · Course · 1 - 3 Months

Whizlabs
Skills you'll gain: Google Cloud Platform, Looker (Software), Dataflow, Data Migration, Data Architecture, Data Infrastructure, Cloud Computing Architecture, Cloud Storage, Data Pipelines, Cloud Computing, Cloud Solutions, Data Import/Export, Data Processing, Data Storage, Site Reliability Engineering, Data Visualization, Data Storage Technologies, Cloud-Based Integration, Databases, Database Management Systems
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Embedded Software, Embedded Systems, Development Environment, Electronic Hardware, Electronics, 3D Modeling, Microarchitecture, Hardware Design, Computer Programming Tools, USB, Electronic Components, Energy and Utilities, Program Development, Integrated Development Environments, Display Devices, Computer Programming, Environmental Monitoring
Intermediate · Course · 3 - 6 Months