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: Role-Based Access Control (RBAC), Postman API Platform, Authentications, Spring Framework, API Testing, Authorization (Computing), Restful API, Identity and Access Management, Secure Coding, Java Programming, Spring Boot, User Accounts, Application Programming Interface (API), API Design, Web Applications
Intermediate Ā· Course Ā· 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Water Sustainability, Water Resource Management, Water Resources, Sustainable Development, Sustainable Systems, Sustainable Technologies, Sustainable Business, Resource Utilization, Innovation, Environment and Resource Management, Emerging Technologies
Beginner Ā· Course Ā· 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Convolutional Neural Networks, Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Transfer Learning, Network Architecture, Model Training, Classification Algorithms
Intermediate Ā· Course Ā· 1 - 4 Weeks

University of Michigan
Skills you'll gain: Data Ethics, Policy Analysis, Case Studies, Political Sciences, Data Analysis, Responsible AI, Public Administration, Public Policies, Analytics, Data Storytelling, Model Evaluation, Data Presentation, Data-Driven Decision-Making, Ethical Standards And Conduct, Data Governance, R Programming, Applied Machine Learning
Intermediate Ā· Course Ā· 1 - 4 Weeks

Skills you'll gain: Cloud Deployment, Software Development Methodologies, Open Web Application Security Project (OWASP), CI/CD, Application Deployment, DevOps, Development Environment, Continuous Integration, Ansible, TCP/IP, Docker (Software), OSI Models, General Networking, Networking Hardware, Computing Platforms, Application Programming Interface (API), Version Control, IT Automation, Software Design Patterns, JSON
Intermediate Ā· Specialization Ā· 1 - 3 Months

Skills you'll gain: Customer Relationship Management, Six Sigma Methodology, Continuous Improvement Process, Operational Excellence, Quality Management, Process Improvement, Customer experience strategy (CX), Quality Improvement, Production Management, Quality Management Systems, Customer Relationship Building, Quality Assurance and Control, Operational Efficiency, Product Quality (QA/QC), Production Process, Quality Assurance, Process Optimization, Customer experience improvement, Risk Analysis, Customer Engagement
Mixed Ā· Course Ā· 1 - 3 Months

Tsinghua University
Skills you'll gain: Data Structures, Database Management Systems, System Design and Implementation, Programming Principles, Algorithms, Data Storage, Computer Programming
Intermediate Ā· Course Ā· 1 - 3 Months

Skills you'll gain: Oracle SQL Developer, Oracle Databases, Database Design, Data Manipulation, SQL, Relational Databases, Database Management, Database Management Systems, Databases, Database Development, Query Languages, Data Transformation, Data Management, Case Studies, Pivot Tables And Charts, Data Analysis, Data Integration, Performance Tuning, Business Intelligence, Analytics
Beginner Ā· Specialization Ā· 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Multimodal Prompts, Gemini, Prompt Engineering, Google Gemini, Prompt Patterns, LLM Application, Tool Calling, Large Language Modeling, Token Optimization, Application Programming Interface (API), Image Analysis
Beginner Ā· Project Ā· Less Than 2 Hours

Google Cloud
Skills you'll gain: Google Cloud Platform, Model Optimization, AI Workflows, Cloud Computing Architecture, Performance Tuning, Interoperability, Product Demonstration, Benchmarking, Hardware Architecture, Computer Architecture
Intermediate Ā· Course Ā· 1 - 4 Weeks

University of Washington
Skills you'll gain: Model Evaluation, Regression Analysis, Jupyter, Machine Learning Methods, Applied Machine Learning, Image Analysis, Machine Learning, Machine Learning Algorithms, Predictive Modeling, Predictive Analytics, AI Personalization, Deep Learning, Supervised Learning, Computer Vision, Text Mining, Natural Language Processing, Python Programming, Classification Algorithms, Artificial Neural Networks
Mixed Ā· Course Ā· 1 - 3 Months
Cisco Learning and Certifications
Skills you'll gain: Routing Protocols, Open Shortest Path First (OSPF), Virtual Private Networks (VPN), Wide Area Networks, Network Troubleshooting, Network Support, TCP/IP, Network Routers, Network Planning And Design, Network Monitoring, Telecommunications, Network Protocols, Networking Hardware, Network Administration, System Configuration, System Implementation, Configuration Management
Beginner Ā· Specialization Ā· 3 - 6 Months