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: File Systems, Red Hat Enterprise Linux, Linux, User Accounts, Software Installation, Linux Administration, System Monitoring, File Management, Package and Software Management, Linux Commands, Operating System Administration, General Networking, Command-Line Interface, Authorization (Computing), UI Components
Beginner · Course · 1 - 3 Months

Sapienza University of Rome
Skills you'll gain: Microsoft Excel, Financial Data, Financial Accounting, International Finance, Data Analysis, Economics, Policty Analysis, Research, and Development, Financial Management, Quantitative Research, Public Administration, Behavioral Economics, Data Import/Export
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Feature Engineering, Deep Learning, PyTorch (Machine Learning Library), Convolutional Neural Networks, Natural Language Processing, Data Preprocessing, Artificial Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, Computer Vision, Jupyter, Predictive Modeling, Machine Learning, Model Evaluation, Data Transformation
Mixed · Course · 1 - 3 Months

Skills you'll gain: Systems Integration, Dashboard, Cloud Applications, Software Installation, Content Performance Analysis, Social Media Management, Social Media, User Accounts, Content Marketing, Media Strategy, Digital Marketing
Beginner · Guided Project · Less Than 2 Hours

Birla Institute of Technology & Science, Pilani
Skills you'll gain: World History, Critical Thinking, Ancient History, Research, Science and Research, Culture, Social Sciences, Cultural Responsiveness, Scientific Methods, Applied Mathematics, European History, Analysis, Physical Science, Industrial Engineering, Research Methodologies, Innovation, Intellectual Property
Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Bioinformatics, Image Analysis, Bayesian Statistics, Data Science, Applied Machine Learning, Data Structures, Machine Learning Methods, Statistical Hypothesis Testing, Statistical Methods, Computer Vision, Algorithms, Statistical Inference, Probability Distribution, Medical Imaging
Intermediate · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Blockchain, Cryptography, Application Security, Encryption, Network Security, Security Engineering, Cybersecurity, Vulnerability Assessments, Transaction Processing, Data Validation, Distributed Computing, Data Integrity, Network Protocols, Data Mining, Verification And Validation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: File Management, OS Process Management, Linux, Linux Servers, Data Security, Linux Commands, Information Systems Security, System Monitoring, Data Storage Technologies, Network Security, Vulnerability Scanning, Data Storage, Encryption, Network Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Security, Intrusion Detection and Prevention, Email Security, Incident Response, Application Security, Cloud Computing, Computer Security Incident Management, Cyber Attacks, Infrastructure Security, Cyber Threat Intelligence, Threat Detection, Web Applications, Malware Protection, Network Security, Threat Management, Security Information and Event Management (SIEM), Network Monitoring, Digital Forensics
Intermediate · Course · 1 - 4 Weeks

Real Madrid Graduate School Universidad Europea
Skills you'll gain: Global Marketing, Customer Engagement, Cultural Sensitivity, Revenue Management, Augmented and Virtual Reality (AR/VR), Brand Management, Marketing Strategy and Techniques, Customer experience improvement, Personalized Service, Business Modeling, Content Strategy, Customer Relationship Management, Innovation, Business Management, Price Negotiation, Digital Transformation, Data-Driven Decision-Making, Metadata Management, Artificial Intelligence, User Experience Design
Beginner · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: Virtual Private Networks (VPN), Amazon Web Services, AWS Identity and Access Management (IAM), Network Security, Remote Access Systems, Virtual Networking, Amazon Elastic Compute Cloud, Command-Line Interface, End User Training and Support
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Metasploit, Penetration Testing, Exploitation techniques, Brute-force attacks, Cyber Security Assessment, Intrusion Detection and Prevention, Network Security, Remote Access Systems, Network Protocols, Command-Line Interface, Network Analysis
Mixed · Course · 1 - 4 Weeks