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: Virtual Networking, Network Monitoring, Google Cloud Platform, General Networking, Network Infrastructure, Cloud Infrastructure, Network Troubleshooting, Network Performance Management, System Monitoring, Public Cloud, Virtual Machines, Service Level
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Lightweight Directory Access Protocols, Splunk, System Monitoring, Role-Based Access Control (RBAC), Authentications, Data Storage, Data Management, Enterprise Security, Disaster Recovery, Identity and Access Management, Data Integrity, User Accounts, Dataflow, Data Security, System Configuration, Configuration Management
Mixed · Course · 1 - 3 Months

Skills you'll gain: Firewall, Intrusion Detection and Prevention, Network Security, Infrastructure Security, Threat Detection, Cloud Security, Network Monitoring, Network Performance Management, Performance Tuning
Intermediate · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Pay Per Click Advertising, Marketing Analytics, Search Engine Optimization, Analytics, Big Data, Google Analytics, Digital Marketing, Search Engine Marketing, Web Analytics, Digital Advertising, Marketing Effectiveness, A/B Testing, MarTech, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Customer experience improvement
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AI Personalization, Personalized Service, Customer Engagement, Customer experience improvement, Customer Relationship Management (CRM) Software, Customer Retention, Sales Strategy, Customer Relationship Management, Workflow Management, Sales, Customer Insights, Customer Data Management, AI Enablement, AI Workflows, Microsoft Copilot, Predictive Analytics, Debugging, Data Ethics, Responsible AI, Trend Analysis
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Model Deployment, Feature Engineering, PySpark, Large Language Modeling, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, PyTorch (Machine Learning Library), Big Data, Transfer Learning, Text Mining, Model Evaluation, Natural Language Processing, Unstructured Data, Machine Learning, Scalability, Unsupervised Learning, Supervised Learning
Mixed · Course · 1 - 3 Months

Skills you'll gain: ASP.NET, Cloud Deployment, Application Deployment, Microsoft Azure, Multi-Tenant Cloud Environments, Cloud Applications, Full-Stack Web Development, User Interface (UI) Design, PostgreSQL, Web Applications, User Interface (UI), Object-Relational Mapping, Database Development, Cloud Services, Database Management, Development Environment, Authentications
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Service Level, Application Performance Management, Google Cloud Platform, System Monitoring, Network Monitoring, Event Monitoring, Identity and Access Management, Performance Tuning, Continuous Monitoring, Real Time Data, Data Access, Query Languages
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Network Monitoring, Network Troubleshooting, Virtual Networking, Google Cloud Platform, General Networking, Network Infrastructure, Network Performance Management, Network Planning And Design, Cloud Services, Virtual Machines, Service Level
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Gemini, SQL, Generative AI, Google Cloud Platform, Big Data, Customer Relationship Management, Jupyter, Workflow Management, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Model Deployment, Model Evaluation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Role-Based Access Control (RBAC), Application Deployment, Cloud Deployment, Content Management Systems, Continuous Deployment, Web Development Tools, Restful API, Package and Software Management, Application Programming Interface (API), Node.JS, Server Administration, GitHub, Configuration Management, Systems Administration, UI Components
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Google Gemini, Generative AI, Google Cloud Platform, Customer Relationship Management, Predictive Modeling, SQL, Big Data, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Model Evaluation, Python Programming
Intermediate · Course · 1 - 4 Weeks