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: Amazon Web Services, AWS Identity and Access Management (IAM), Serverless Computing, Cloud Security, Amazon Elastic Compute Cloud, Load Balancing, Database Management, Cloud Management, Amazon CloudWatch, Database Development, Scalability, Cloud Computing, Amazon S3, Identity and Access Management, Cloud Infrastructure, Virtual Networking, Cloud Deployment, Network Security, Cloud Storage
Beginner · Course · 1 - 3 Months

Skills you'll gain: Supplier Management, Vendor Management, Supplier Performance Management, Supplier Relationship Management, Supplier Risk Management, Strategic Sourcing, Procurement, Compliance Management, Data Integrity, Workflow Management, Regulatory Compliance, Data Quality, Strategic Partnership, Market Analysis
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Software Development Life Cycle, Systems Development Life Cycle, Application Lifecycle Management, Test Script Development, Google Cloud Platform, Application Development, Development Testing, AI Integrations, LLM Application, Test Case, Query Languages, Debugging
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Object Oriented Programming (OOP), File I/O, Python Programming, Data Structures, Scripting, Web Development, Data Persistence, Full-Stack Web Development, Automation, Programming Principles, Program Development, Code Reusability, File Systems, Data Manipulation, File Management, Debugging, Application Deployment, Development Environment
Beginner · Course · 1 - 3 Months

Erasmus University Rotterdam
Skills you'll gain: Drive Engagement, Empathy, Cooperation, Discussion Facilitation, Collaboration, Cognitive flexibility, Energy and Utilities, Knowledge Transfer, Community Organizing, Organizational Leadership, Dealing With Ambiguity, Sustainable Systems, Governance, Corporate Sustainability, Environmental Policy
Intermediate · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Build Tools, CI/CD, Software Configuration Management, Unit Testing, Configuration Management, Software Development Tools, Test Tools, Maintainability, C++ (Programming Language), Code Reusability, Development Environment, Cross Platform Development, Development Testing, Package and Software Management, Software Engineering, Software Installation, Dependency Analysis
Beginner · Course · 1 - 3 Months

Skills you'll gain: Package and Software Management, Linux Administration, Linux, User Accounts, Command-Line Interface, Operating System Administration, User Provisioning, Open Source Technology, Disaster Recovery, Red Hat Enterprise Linux, System Monitoring, Unix Commands, System Configuration, Identity and Access Management, Systems Administration, Linux Commands, Unix, Patch Management, Data Maintenance, Security Controls
Mixed · Course · 1 - 3 Months

Skills you'll gain: MLOps (Machine Learning Operations), Continuous Integration, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Service Level Agreement, Performance Stress Testing, Performance Measurement, Performance Analysis
Intermediate · Course · 1 - 4 Weeks

Pearson
Skills you'll gain: Git (Version Control System), Containerization, Bash (Scripting Language), Version Control, Linux Administration, Linux Servers, Linux, Linux Commands, Docker (Software), Shell Script, Ansible, Kubernetes, Configuration Management, Application Deployment, Servers, Systems Administration, Software Configuration Management, Command-Line Interface, Public Key Infrastructure
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Preprocessing, Applied Machine Learning, Feature Engineering, Model Training, Machine Learning Methods, Digital Signal Processing, Model Deployment, Data Transformation, Data Pipelines, Data Manipulation, Data Processing, Data Wrangling
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Deployment, AWS SageMaker, MLOps (Machine Learning Operations), Image Analysis, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Amazon Web Services, Model Training, Deep Learning, AI Personalization, Cloud Solutions, Artificial Intelligence, Model Evaluation, Applied Machine Learning, AI Integrations, Computer Vision, Machine Learning, Feature Engineering, Text Mining, Data Wrangling
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Power Platform, Power Platform Architecture & Technical Design, Microsoft Power Automate/Flow, Digital Transformation, Solution Architecture, Business Transformation, Solution Design, Data Governance, Scalability, No-Code Development, Business Process Automation, Enterprise Architecture, Governance, Process Design, Microsoft Copilot, AI Enablement, Security Strategy, Power BI, Azure DevOps, Data Analysis
Beginner · Course · 3 - 6 Months