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: Microsoft Excel, Project Management Software, Collaborative Software, Spreadsheet Software, Project Coordination, Project Management, Productivity Software, Microsoft Office, Project Planning, Data Validation
Beginner · Guided Project · Less Than 2 Hours

Universidad Nacional Autónoma de México
Skills you'll gain: Ethical Standards And Conduct, Social Network Analysis, Public Administration, Accountability, Policy Analysis, Law, Regulation, and Compliance, Social Sciences, Systems Thinking, Regulation and Legal Compliance, Governance, Social Justice, Disciplinary Procedures, Accountability Frameworks, Performance Measurement
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Sheets, Spreadsheet Software, Pivot Tables And Charts, Google Workspace, Collaborative Software, Data Sharing, Data Presentation, Data Visualization, Data Visualization Software, Data Analysis, Data Management
Beginner · Course · 1 - 3 Months

Erasmus University Rotterdam
Skills you'll gain: Consumer Behaviour, Market Dynamics, Financial Market, Financial Systems, Economics, Financial Policy, Economic Development, Tax, Economics, Policy, and Social Studies, General Finance, Public Administration, Public Policies, Environment and Resource Management, Social Studies, Social Sciences, Socioeconomics, Sustainable Development, Supply And Demand, Behavioral Economics, Governance
Beginner · Course · 1 - 3 Months

Skills you'll gain: Business Continuity, Business Continuity Planning, Compliance Management, Contingency Planning, Disaster Recovery, Leadership and Management, Governance Risk Management and Compliance, Performance Measurement, Risk Analysis, Business Risk Management, Resource Planning, Continuous Improvement Process, Business Leadership, Incident Response, Performance Improvement, Crisis Management, Risk Management, Process Improvement, Corrective and Preventive Action (CAPA), Resilience
Intermediate · Course · 1 - 3 Months

Skills you'll gain: AI Personalization, Education Software and Technology, Driving engagement, Responsible AI, Learning Management Systems, Data-Driven Decision-Making, Prompt Engineering, Analytics, Data Ethics, Artificial Intelligence, Generative AI, Quality Assurance, Data Analysis, Analytical Skills
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Technical Analysis, Financial Trading, Market Trend, Key Management, Blockchain, Market Data, Cryptography, Cryptographic Protocols, Digital Assets, Trend Analysis, Payment Systems, Market Dynamics, Finance, Transaction Processing
Mixed · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Model Deployment, AI Orchestration, AI Workflows, Generative AI, Google Cloud Platform, Data Modeling, Continuous Monitoring, Data Pipelines, Model Training, Feature Engineering, Model Optimization, DevOps, Agentic Workflows, Generative AI Agents, Data Store, Continuous Deployment, Data Preprocessing, Forecasting
Intermediate · Specialization · 3 - 6 Months

Board Infinity
Skills you'll gain: LangGraph, AI Workflows, AI Orchestration, LLM Application, LangChain, CrewAI, Large Language Modeling, Agentic Workflows, Agentic systems, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), Context Management, Vector Databases, Memory Management, Performance Testing, Data Validation
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Blockchain, Emerging Technologies, Market Dynamics, Digital Assets, Business Solutions, Business Analysis, Payment Systems, Algorithms, Distributed Computing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Classification And Regression Tree (CART), Dashboard Creation, Dashboard, Decision Intelligence, Descriptive Statistics, Root Cause Analysis, Data Analysis, Predictive Modeling, Advanced Analytics, Tableau Software, Scikit Learn (Machine Learning Library), Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Apache Spark, Keras (Neural Network Library), Retrieval-Augmented Generation, Reinforcement Learning, Apache Kafka, SQL
Intermediate · Specialization · 3 - 6 Months

University of California San Diego
Skills you'll gain: Graph Theory, Graphing, Combinatorics, Network Analysis, Algorithms, Mathematical Theory & Analysis, Theoretical Computer Science, Traffic Flow Optimization, Program Development
Beginner · Course · 1 - 3 Months