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: Model Optimization, Model Deployment, AI Workflows, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Version Control
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: API Design, Application Programming Interface (API), Cloud API, AI Security, Cloud Management, Security Controls, Application Performance Management, Load Balancing, Incident Response, MLOps (Machine Learning Operations), GitHub, Python Programming, Machine Learning
Intermediate · Course · 1 - 4 Weeks

University of California, Santa Barbara
Skills you'll gain: Sarbanes Oxley Act (SOX) Compliance, Generally Accepted Auditing Standards, Auditing, Financial Auditing, Internal Auditing, Compliance Auditing, Certified Public Accountant, Public Accounting, External Auditing, Ethical Standards And Conduct, Quality Management Systems, Business Ethics, Quality Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Microservices, Site Reliability Engineering, Failure Analysis, Distributed Computing, AI Enablement, Middleware, Failure Mode And Effects Analysis, Continuous Monitoring, Risk Management Framework, Performance Tuning, Dependency Analysis, Performance Metric, Performance Analysis, Application Performance Management, System Monitoring, Service Level, Authentications
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Timelines, Project Schedules, Project Management Software, Stakeholder Communications, Project Estimation, Sprint Planning, Stakeholder Management, Project Design, Productivity, Project Management, Agile Project Management, Stakeholder Engagement, Estimation, Communication Planning, Project Planning, Audit Planning, Productivity Software, Collaborative Software, Scheduling, Workflow Management
Beginner · Course · 1 - 3 Months

Nikolai Schuler
Skills you'll gain: Power BI, Collaborative Software, Management Reporting, Data Sharing, Cloud Services, Data Access, Data Maintenance, Security Controls, Role-Based Access Control (RBAC), Authorization (Computing), Data Security, Business Intelligence, Business Intelligence Software, Data Visualization, Identity and Access Management, Data Analysis
Beginner · Course · 1 - 4 Weeks

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Public Key Infrastructure, Cryptography, Public Key Cryptography Standards (PKCS), Cryptographic Protocols, Encryption, Authentications, Data Encryption Standard, Advanced Encryption Standard (AES), Key Management, Network Protocols, Email Security, Cybersecurity, Network Security, Security Software, Data Integrity, Multi-Factor Authentication, Firewall
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Ethics, Organizational Strategy, AI Product Strategy, AI Enablement, Strategic Leadership, Cross-Functional Collaboration, Governance, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, AI literacy, Business Ethics, Technology Roadmaps, Data Governance, Organizational Structure, Scalability, Risk Mitigation
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Anomaly Detection, Microsoft Azure, Event Monitoring, Application Performance Management, Incident Management, Time Series Analysis and Forecasting, Generative AI, Query Languages, Data Integration, Process Optimization, Data Analysis, User Feedback
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Retrieval-Augmented Generation, Model Deployment, Kubernetes, Containerization, LLM Application, Cloud-Native Computing, Application Deployment, Large Language Modeling, Release Management, MLOps (Machine Learning Operations), Configuration Management, Continuous Delivery, Scalability, Application Performance Management, Performance Tuning, Performance Analysis, Systems Analysis, Analysis, Debugging
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Network Performance Management, Network Monitoring, Performance Tuning, Virtual Networking, Google Cloud Platform, Performance Testing, Network Troubleshooting, Network Analysis, Hardware Architecture, Intranet
Intermediate · Project · Less Than 2 Hours

Total Seminars
Skills you'll gain: Malware Protection, Operating System Administration, Microsoft Windows, Display Devices, Unix, Desktop Support, Software Installation, Operating Systems, System Support, Mac OS, Threat Detection, Package and Software Management, Security Software, System Configuration, Patch Management, Network Troubleshooting, Hardware Troubleshooting, Security Controls, Performance Management, Performance Improvement
Intermediate · Course · 1 - 3 Months