Recommender Systems Courses
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.
Popular Recommender Systems Courses and Certifications
University of Minnesota
Skills you'll gain: AI Personalization, Model Evaluation, Machine Learning Algorithms, Machine Learning Methods, Taxonomy, Decision Support Systems, Business Metrics, Applied Machine Learning, Test Data, Machine Learning, Dimensionality Reduction, Performance Metric, Performance Testing, Spreadsheet Software, Analysis, Systems Design, Solution Design, Predictive Modeling, Microsoft Excel, Statistical Methods
DeepLearning.AI
Skills you'll gain: Unsupervised Learning, Applied Machine Learning, Responsible AI, Data Ethics, Machine Learning, Supervised Learning, Artificial Intelligence, Reinforcement Learning, Artificial Neural Networks, Deep Learning, Anomaly Detection, Dimensionality Reduction
Skills you'll gain: Agentic Workflows, Agentic systems, LangGraph, AI Orchestration, AI Workflows, CrewAI, Generative AI Agents, LLM Application, Responsible AI, LangChain, Software Architecture, Enterprise Architecture, Systems Architecture, Tool Calling, Prompt Engineering, Software Design, Software Development Methodologies, Model Evaluation, Context Management, Design
Skills you'll gain: Data Preprocessing, Feature Engineering, Machine Learning Methods, Data Manipulation, Machine Learning, Machine Learning Algorithms, Data Validation, Python Programming, Data Transformation, Text Mining, Taxonomy, Project Design, Data Processing, Data Modeling, Unstructured Data, Data Integration, Metadata Management, Exploratory Data Analysis, Deep Learning, Natural Language Processing
Packt
Skills you'll gain: Recurrent Neural Networks (RNNs), Model Evaluation, AI Personalization, Data Manipulation, Apache Spark, Tensorflow, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Machine Learning Methods, Data Wrangling, Natural Language Processing, AWS SageMaker, Scalability, Applied Machine Learning, Data Processing, Autoencoders, Data Cleansing, Dimensionality Reduction, Machine Learning
What brings you to Coursera today?
Sungkyunkwan University
Skills you'll gain: Scalability, Deep Learning, AI Personalization, Data Processing, Machine Learning, Machine Learning Algorithms, Algorithms
Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Natural Language Processing, Deep Learning, Autoencoders, Predictive Modeling, Time Series Analysis and Forecasting, Artificial Neural Networks, AI Personalization, Machine Learning, Embeddings, Data Preprocessing
28DIGITAL
Skills you'll gain: AI Personalization, Applied Machine Learning, Dimensionality Reduction, Machine Learning Methods, Machine Learning Algorithms, Feature Engineering, Model Optimization, Model Training, Machine Learning, Model Evaluation, Algorithms, Context Management
Coursera
Skills you'll gain: LangGraph, AI Orchestration, AI Workflows, CrewAI, Agentic Workflows, Model Deployment, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Responsible AI, Software Architecture, Application Deployment, Systems Architecture, System Design and Implementation, Communication Systems, Safety and Security, System Monitoring, Scalability, Continuous Monitoring
Skills you'll gain: AI Personalization, Feature Engineering, Personalized Service, Customer Insights, Customer Analysis, Marketing Analytics, Data Transformation, Predictive Analytics, Customer Engagement, Predictive Modeling, Data-Driven Marketing, Machine Learning Methods, Customer experience improvement, Applied Machine Learning, Machine Learning Algorithms, Machine Learning, Text Mining, Marketing Strategies, Business Intelligence, Data Analysis
Skills you'll gain: Embeddings, AI Personalization, OpenAI API, Data Analysis, Generative AI, OpenAI, Data Manipulation, Prototyping, Data Visualization, Python Programming, Dimensionality Reduction
Skills you'll gain: AI Orchestration, AI Workflows, Generative AI Agents, LLM Application, Agentic systems, Tool Calling, Context Management, Retrieval-Augmented Generation, Data Persistence
What brings you to Coursera today?
Best Recommender Systems courses from Packt
Top-rated Recommender Systems courses offered by Packt on Coursera.
- Advanced Agentic AI: Self-Improving Systems & FrameworksPacktIntermediate1 - 3 MonthsPackt
- Recommender SystemsPacktIntermediate3 - 6 MonthsPackt
- Recommender Systems Complete Course Beginner to AdvancedPacktIntermediate1 - 4 WeeksPackt
Best Recommender Systems certificate programs
Earn a certificate in Recommender Systems from top universities and companies.
- Recommender SystemsUniversity of MinnesotaIntermediate3 - 6 MonthsSpecialization
- Mastering Recommendation Systems with PythonEDUCBAIntermediate1 - 3 MonthsSpecialization
Best Recommender Systems courses for beginners
Top-rated beginner-friendly Recommender Systems courses with no prerequisites.
- Unsupervised Learning, Recommenders, Reinforcement LearningDeepLearning.AIBeginner1 - 4 WeeksNo prerequisites
- Multi-Agent AI Systems: Build a Team of AI Bots with CrewAIBoard InfinityBeginner1 - 3 MonthsNo prerequisites
