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.

DeepLearning.AI
Skills you'll gain: Amazon Bedrock, Agentic Workflows, Serverless Computing, Responsible AI, Agentic systems, AI Workflows, Generative AI Agents, Amazon Web Services, AI Security, Cloud Deployment, Customer Relationship Management, Security Controls
Beginner · Project · Less Than 2 Hours

Edureka
Skills you'll gain: Responsible AI, Data Ethics, Governance, Governance Risk Management and Compliance, Artificial Intelligence, Accountability, Accountability Frameworks, Risk Analysis, Data Governance, Risk Management, Risk Mitigation, Decision Making, Model Evaluation, Compliance Auditing, Auditing, Python Programming, Pandas (Python Package)
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Wireframing, User Interface and User Experience (UI/UX) Design, User Interface (UI), User Interface (UI) Design, Prototyping, Usability, User Experience Design, User Experience, User Centered Design, UI Components, Application Design, Interactive Design, Layout Design, Design Software, Style Guides
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: PostgreSQL, Operational Databases, SQL, Database Management, Transaction Processing, Database Systems, Databases, Relational Databases, Database Management Systems, Data Management, Database Architecture and Administration, Database Development, Query Languages, JSON, Performance Tuning, Database Design, Data Access, Data Integrity
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Apache Spark, Large Language Modeling, Applied Machine Learning, Model Training
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Brainstorming, Creative Thinking, Creativity, Information Management, Document Management, Content Management, Knowledge Transfer, Lifelong Learning, AI powered creativity, Creative Problem-Solving, Information Architecture, File Management, Systems Thinking, Critical Thinking, Productivity Software, AI literacy, Organizational Skills, Productivity, Writing and Editing, Development Environment
Beginner · Course · 1 - 3 Months
Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, CI/CD, Continuous Deployment, Docker (Software), Kubernetes, Model Training, Containerization, AI Workflows, Model Optimization, Scalability, Devops Tools, DevOps, Continuous Monitoring
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Risk Management Framework, Cyber Governance, Financial Analysis, Performance Stress Testing, Governance Risk Management and Compliance, Financial Regulation, Business Continuity, Financial Systems, Data Management, Financial Market, Banking, Capital Markets
Mixed · Course · 1 - 3 Months

Skills you'll gain: Active Directory, Windows PowerShell, Windows Servers, User Accounts, Scripting, Scripting Languages, Remote Access Systems, Servers, User Interface (UI), UI Components, Server Administration, Hypertext Markup Language (HTML), Data Import/Export
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Apache Hadoop, File Systems, Big Data, File I/O, Data Infrastructure, Java, Data Storage Technologies, Java Programming, Data Persistence, Infrastructure Architecture, File Management, Data Processing, Distributed Computing, Data Storage, Development Environment, Scalability
Intermediate · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Microbiology, Laboratory Testing, Analytical Chemistry, Systems Of Measurement, Analytical Testing, Process Analysis, Biochemistry, Production Process, Scientific Methods, Chemistry, Qualitative Research
Intermediate · Course · 1 - 4 Weeks

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