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.

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

Skills you'll gain: AI Integrations, Infrastructure as Code (IaC), AI Personalization, Integrated Development Environments, Command-Line Interface, Shell Script, AI Workflows, AWS CloudFormation, Bash (Scripting Language), Prompt Engineering, Generative AI Agents, Terraform, Open Source Technology, AI Security, Computer Programming, Generative AI, Artificial Intelligence, Systems Administration
Beginner · Course · 1 - 3 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Financial Systems, Economics, Supply And Demand, Capital Markets, Financial Market, Consumer Behaviour, Market Dynamics, Financial Policy, General Finance, Economic Development, Business Economics, Market Data, Socioeconomics, Labor Law, Fiscal Management, Social Sciences, Market Analysis, Resource Allocation, Public Policies, Decision Making
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Security Architecture Review, Root Cause Analysis, Data Quality, Data Management, Azure Synapse Analytics, Data Validation, Data Integrity, Data Pipelines, Performance Tuning, Data Security, SQL, Database Development, System Monitoring, Extract, Transform, Load, Data Maintenance, Time Series Analysis and Forecasting, Data Governance, Query Languages, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Automation
Advanced · Specialization · 3 - 6 Months

Skills you'll gain: SQL, Database Development, Databases, Debugging, Maintainability, Procedure Development
Advanced · Course · 1 - 4 Weeks

Minnesota State University, Mankato
Skills you'll gain: Brand Strategy, Brand Marketing, Brand Management, Branding, Brand Awareness, Brand Loyalty, Business Planning, Strategic Marketing, Integrated Marketing Communications, Organizational Strategy, Growth Strategies, Marketing Strategies, Cross-Channel Marketing, Marketing Planning, Communication Planning, Strategic Communication, Marketing, Team Management, Marketing Strategy and Techniques, Strategic Decision-Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, LangChain, Prompt Patterns, LLM Application, Generative AI, Generative AI Agents, Tool Calling, Large Language Modeling, AI Integrations, Model Evaluation, Flask (Web Framework), Agentic systems, Software Development
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Media and Communications, Communication Strategies, Strategic Communication, Media Strategy, Electronic Media, Marketing and Public Relations, Communication, Economics, Policy, and Social Studies, Culture, Social Media, Digital Communications
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: AI Security, LLM Application, Open Web Application Security Project (OWASP), Application Security, Large Language Modeling, Prompt Engineering, Secure Coding, Security Testing, Personally Identifiable Information, Data Loss Prevention, Security Controls, Information Privacy, Authorization (Computing), Supply Chain Management, Data Modeling, Data Governance
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Pipelines, Apache Kafka, Apache Airflow, Data Transformation, Extract, Transform, Load, Data Processing, Data Integration, Data Warehousing, Data Cleansing, Data Lakes, Data Mart, Performance Tuning, Shell Script, Bash (Scripting Language), Command-Line Interface
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Cloud Storage, Data Infrastructure, Data Storage, Data Management, Data Processing, Model Training, Cloud Solutions, Kubernetes, Data Storage Technologies, AI Workflows, Data Preprocessing, Data Pipelines, Data Architecture, Model Deployment, Scalability, File Systems
Intermediate · Course · 1 - 3 Months

LearnQuest
Skills you'll gain: Agentic Workflows, Generative AI Agents, Agentic systems, AI Workflows, Responsible AI, Artificial Intelligence, LLM Application, AI Security, Technical Communication, Automation, AI Integrations, Risk Analysis, Feasibility Studies, Business Workflow Analysis, Process Mapping, Business Priorities, Governance, Performance Metric
Beginner · Course · 1 - 4 Weeks