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: Computer Vision, Image Analysis, Convolutional Neural Networks, Transfer Learning, Deep Learning, Generative AI, Generative Model Architectures, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Recurrent Neural Networks (RNNs), Applied Machine Learning, Feature Engineering, Model Evaluation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Disaster Recovery, Malware Protection, Business Continuity Planning, Contingency Planning, Business Continuity, Security Management, Data Centers, Information Assurance, Cybersecurity, Incident Response, Crisis Management, Data Security, Risk Management, Data Loss Prevention, Communication Systems, Risk Analysis, IT Infrastructure, Network Infrastructure, Data Storage
Beginner · Course · 3 - 6 Months

Skills you'll gain: LLM Application, Large Language Modeling, Prompt Engineering, Fine-tuning, Prompt Patterns, Model Deployment, Model Training, Generative Model Architectures, Model Optimization, Natural Language Processing, Enterprise Architecture, Machine Learning, Software Design Patterns, Cloud API, API Design
Intermediate · Course · 1 - 4 Weeks

University of California, Santa Cruz
Skills you'll gain: Model Training, Project Management Institute (PMI) Methodology, Responsible AI, Model Evaluation, MLOps (Machine Learning Operations), Project Management Life Cycle, Cross-Functional Team Leadership, Model Deployment, Team Management, AI Workflows, Compliance Management, Model Optimization, Data Ethics, Culture Transformation, Continuous Monitoring, Business Metrics
Beginner · Course · 1 - 3 Months

Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Generative AI Agents, Prompt Engineering, Google Gemini, Generative AI, AI Enablement, AI Product Strategy, Prompt Engineering Tools, Google Cloud Platform, AI Integrations, Agentic systems, Organizational Strategy, Innovation, Organizational Change, Large Language Modeling, Proxy Servers, Customer Engagement
Beginner · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Dashboard, Brand Management, Brand Strategy, Brand Marketing, Branding, Analytics, Governance, Strategic Marketing, Brand Awareness, Performance Measurement, Brand Loyalty, Digital Brand Strategy, Agile Methodology, Marketing Strategies, Data-Driven Marketing, Intercultural Competence, Sustainable Business, Experience Design, Customer experience improvement, Corporate Sustainability
Advanced · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: AI Security, Responsible AI, Business Ethics, Data Ethics, Ethical Standards And Conduct, Information Privacy, Decision Intelligence, Accountability Frameworks, Artificial Intelligence, AI literacy, Accountability, Law, Regulation, and Compliance, Business, Governance, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Customer Success Management, Sales Support, Salesforce, Data Visualization, Service Management, Sales Management, Customer Relationship Management, Customer Relationship Management (CRM) Software, Customer Support, Management Reporting, Dashboard, Customer Service, Knowledge Transfer, Data-Driven Decision-Making, Business Reporting
Beginner · Course · 1 - 4 Weeks

Northwestern University
Skills you'll gain: Control Systems, Machine Controls, Robotics, Simulation and Simulation Software, Graph Theory, Mathematical Software, Mathematical Modeling, Algorithms, Virtual Environment, Applied Mathematics, Torque (Physics)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Deployment, Deep Learning, Model Optimization, Model Training, Convolutional Neural Networks, PyTorch (Machine Learning Library), Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Computer Vision, Recurrent Neural Networks (RNNs), Model Evaluation, Artificial Neural Networks, Natural Language Processing
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Collaboration, Collaborative Software, Sprint Retrospectives, Team Building, Training Programs, Developing Training Materials, Agile Methodology, Sprint Planning, Workflow Management, Training and Development, Stakeholder Communications, User Feedback, Employee Training, Communication Planning, Stakeholder Management, Stakeholder Engagement, Discussion Facilitation, Problem Management, Communication Strategies, Technical Support
Intermediate · Course · 3 - 6 Months