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.

Universidad de los Andes
Skills you'll gain: User Story, Test Driven Development (TDD), Continuous Integration, Business Modeling, Process Analysis, Engineering Management, Financial Statement Analysis, Software Architecture, Artificial Intelligence, Risk Analysis, Crisis Management, Agile Project Management, Blockchain, Service Design, Application Security, Project Portfolio Management, Product Management, Generative AI, Technology Strategies, Payment Systems
Earn a degree
Degree · 1 - 4 Years

Skills you'll gain: AI Security, Security Engineering, Threat Modeling, Security Testing, Security Strategy, Responsible AI, Cyber Threat Hunting, Vulnerability Assessments, Data Integrity, Model Evaluation, Data Validation, Information Privacy, Analysis, Generative Adversarial Networks (GANs), Design
Intermediate · Course · 1 - 4 Weeks

Dartmouth College
Skills you'll gain: Field-Programmable Gate Array (FPGA), Natural Language Processing, Technical Communication, Embedded Systems, Embedded Software, Distributed Computing, Digital Signal Processing, Recurrent Neural Networks (RNNs), Probability & Statistics, Deep Learning, Machine Learning, Image Analysis, Convolutional Neural Networks, Generative AI, Hardware Design, Electronic Systems, Text Mining, Student Support and Services, Electrical Engineering, Professional Development
Earn a degree
Degree · 1 - 4 Years

Amazon Web Services
Skills you'll gain: AI Personalization, Amazon Web Services, Amazon S3, Model Deployment, Predictive Modeling, Applied Machine Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Vector Databases, User Interface (UI) Design, OpenAI API, AI Personalization, Embeddings, UI/UX Research, Application Development, Artificial Intelligence, Data Processing, Database Management, Restful API, Web Development
Intermediate · Guided Project · Less Than 2 Hours

University of Washington
Skills you'll gain: Unsupervised Learning, Bayesian Statistics, Applied Machine Learning, Data Mining, Statistical Machine Learning, Statistical Inference, Text Mining, Statistical Modeling, Machine Learning Algorithms, Unstructured Data, Machine Learning, Scalability, Data Structures, Distributed Computing, Probability Distribution, Algorithms
Mixed · Course · 1 - 3 Months

Skills you'll gain: Vector Databases, AI Personalization, Web Development, Web Applications, HTML and CSS, Prompt Engineering, Natural Language Processing, Javascript, Database Management, LLM Application, Real Time Data
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: AI Personalization, Customer Insights, Marketing Analytics, Generative AI, Target Audience, Marketing, Marketing Strategies, Marketing Effectiveness, Social Media Campaigns, Prompt Engineering, Customer Engagement, Content Creation, Data-Driven Decision-Making, Analysis, Scalability
Intermediate · Course · 1 - 4 Weeks

Pontificia Universidad Católica de Chile
Skills you'll gain: AI Personalization, Model Evaluation, Predictive Modeling, Machine Learning, Machine Learning Software, Dimensionality Reduction, Machine Learning Algorithms, Text Mining
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Forecasting, Trend Analysis, Statistical Visualization, Spreadsheet Software, Predictive Analytics, Regression Analysis, Time Series Analysis and Forecasting, Data Visualization, Statistical Analysis, Plot (Graphics), Data-Driven Decision-Making, Data Analysis
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Artificial Neural Networks, Tensorflow, Analytics, Keras (Neural Network Library), Data-Driven Decision-Making, Applied Machine Learning, Classification And Regression Tree (CART), Business Analytics, Deep Learning, Machine Learning, Risking, Model Evaluation, Mortgage Loans, Consumer Lending
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Competitive Analysis, Market Research, User Story, User Interface (UI), Competitive Intelligence, Usability, Persona Development, Microsoft Copilot, Product Development, Market Analysis, Product Management, Product Lifecycle Management, Design Thinking, Product Roadmaps, User Interface (UI) Design, Market Opportunities, Regulation and Legal Compliance, Data Ethics, Responsible AI, Data Governance
Beginner · Specialization · 3 - 6 Months