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: Prompt Engineering, Large Language Modeling, Retrieval-Augmented Generation, Generative AI, PyTorch (Machine Learning Library), Prompt Patterns, Generative AI Agents, Fine-tuning, Vector Databases, LLM Application, Generative Model Architectures, Generative Adversarial Networks (GANs), Embeddings, Natural Language Processing, Tool Calling, Hugging Face, Model Optimization, Reinforcement Learning, Transfer Learning, Data Pipelines
Intermediate · Specialization · 3 - 6 Months

Duke University
Skills you'll gain: Scientific Methods, Chemistry, General Science and Research, Science and Research, Systems Of Measurement, Physical Science, Analytical Chemistry, Experimentation
Beginner · Course · 1 - 3 Months

Universidad de Palermo
Skills you'll gain: Student-Centred Learning, Psychology, Sensory Systems Analysis, Human Learning, Learning Theory, Creativity, Human Development, Behavior Management, Pedagogy, Neurology, Culture, Self-Awareness, Education and Training, Student Engagement, Molecular Biology, Molecular, Cellular, and Microbiology, Learning Strategies, Anatomy, Computational Thinking, Systems Thinking
Beginner · Specialization · 3 - 6 Months
University of London
Skills you'll gain: Computer Science, Debugging, Development Environment, Computer Systems, Web Applications, Arithmetic, Computer Literacy, General Networking, Javascript, Network Security, Computer Networking, Application Security, Computational Thinking, Computer Programming Tools, Visualization (Computer Graphics), Applied Mathematics, Computer Programming, General Mathematics, Numerical Analysis, Problem Solving
Build toward a degree
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Git (Version Control System), GitHub, Version Control, Collaborative Software, Software Versioning, Open Source Technology, Command-Line Interface, DevOps
Beginner · Course · 1 - 4 Weeks

University of Toronto
Skills you'll gain: Control Systems, Robotics, Simulation and Simulation Software, Software Architecture, Simulations, Safety Assurance, Hardware Architecture, Systems Architecture, Mathematical Modeling
Advanced · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Go (Programming Language), Object Oriented Programming (OOP), Object Oriented Design, C (Programming Language), Python Programming, Data Import/Export, Algorithms, Memory Management, OS Process Management, Data Structures, System Programming, File I/O, Computational Logic, Network Protocols, Package and Software Management, Data Sharing
Intermediate · Specialization · 1 - 3 Months
University of Pennsylvania
Skills you'll gain: Operations Management, Operations, Operational Efficiency, Operational Excellence, Process Improvement and Optimization, Process Analysis, Process Management, Process Optimization, Lean Manufacturing, Process Improvement, Lean Methodologies, Process Mapping, Quality Improvement, Continuous Improvement Process, Capacity Planning, Quality Management, Capacity Management, Supply Chain Management, Quality Control, Statistical Process Controls
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Clinical Research, Clinical Trials, Clinical Research Coordination, Qualitative Research, Health Technology, Clinical Trial Management Systems, Health Care, Health Care Procedure and Regulation, Healthcare Industry Knowledge, Health Care Administration, Clinical Monitoring, Medical Science and Research, Care Management, Research Methodologies, Research, Insurance, Healthcare 5.0, Analysis, Planning, Environment
Mixed · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: MITRE ATT&CK Framework, Intrusion Detection and Prevention, Threat Modeling, Azure Active Directory, Cryptography, Authentications, Network Monitoring, Vulnerability Management, Security Strategy, Cloud Security, Network Security, Security Information and Event Management (SIEM), Cyber Threat Intelligence, Microsoft Azure, Data Storage Technologies, Penetration Testing, Operating Systems, Compliance Management, Active Directory, Computer Security Incident Management
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Data Quality, Data Cleansing, Data Pipelines, Data Processing, Data Integrity, Data Integration, Data Validation, Data Transformation, Extract, Transform, Load, Data Preprocessing, Data Mapping, Problem Management, Exploratory Data Analysis, Analysis, Data Import/Export, Continuous Monitoring, Systems Analysis, Debugging, Dependency Analysis, Risk Modeling
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Dashboard Creation, Real Time Data, Model Deployment, Google Cloud Platform, Feature Engineering, PySpark, Data Lakes, Dataflow, Data Pipelines, Cloud Storage, Data Import/Export, Big Data, Apache Spark, Data Governance, Apache Hadoop, Dashboard, Apache Kafka, Tensorflow, Data Store, Data Warehousing
Intermediate · Professional Certificate · 3 - 6 Months