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Explore the Recommender Systems Course Catalog
University of Minnesota
Skills you'll gain: Machine Learning Algorithms, Taxonomy, Decision Support Systems, Business Metrics, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Performance Metric, Spreadsheet Software, Data Collection, Performance Measurement, Benchmarking, Usability Testing, Exploratory Data Analysis, A/B Testing, Analysis, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Predictive Modeling, Machine Learning Methods
DeepLearning.AI
Skills you'll gain: Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Machine Learning, Machine Learning Algorithms, Supervised Learning, Artificial Intelligence, Reinforcement Learning, Artificial Neural Networks, Deep Learning, Anomaly Detection, Dimensionality Reduction, Algorithms, Regression Analysis
Sungkyunkwan University
Skills you'll gain: Scalability, Deep Learning, Applied Machine Learning, Data Mining, Unsupervised Learning, Machine Learning, Machine Learning Algorithms, Algorithms
Multiple educators
Skills you'll gain: Unsupervised Learning, Supervised Learning, Classification And Regression Tree (CART), Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Jupyter, Data Ethics, Decision Tree Learning, Tensorflow, Scikit Learn (Machine Learning Library), NumPy, Predictive Modeling, Deep Learning, Artificial Intelligence, Reinforcement Learning, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks
University of Minnesota
Skills you'll gain: Taxonomy, Spreadsheet Software, Machine Learning, Predictive Analytics, Data Mining, Persona Development, Information Architecture, Statistics, Algorithms, Java
University of California, Davis
Skills you'll gain: ArcGIS, GIS Software, Spatial Analysis, Data Storytelling, Spatial Data Analysis, Geographic Information Systems, Data Presentation, Data Sharing, Geospatial Mapping, Geospatial Information and Technology, Land Management, Heat Maps, Epidemiology, Metadata Management, Data Mapping, Data Visualization Software, Data Quality, File Management, Network Analysis, Data Modeling
EIT Digital
Skills you'll gain: Data Ethics, Usability, System Requirements, Machine Learning, Machine Learning Algorithms, Innovation, Algorithms, Predictive Modeling, Quality Assurance, Data-Driven Decision-Making, Data Mining, Performance Tuning
Skills you'll gain: PyTorch (Machine Learning Library), Supervised Learning, Feature Engineering, Generative AI, Keras (Neural Network Library), Jupyter, Unsupervised Learning, Natural Language Processing, Reinforcement Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Data Manipulation, Tensorflow, Python Programming, Verification And Validation, Applied Machine Learning, ChatGPT, Artificial Neural Networks, Statistical Machine Learning
Skills you'll gain: Generative AI, Data Wrangling, Unit Testing, Supervised Learning, Feature Engineering, ChatGPT, Keras (Neural Network Library), Unsupervised Learning, Natural Language Processing, Data Cleansing, Jupyter, Data Analysis, Deep Learning, Data Manipulation, PyTorch (Machine Learning Library), Data Transformation, Artificial Intelligence, Data Import/Export, Data Ethics, Exploratory Data Analysis
Skills you'll gain: File Systems, Operating Systems, OS Process Management, C (Programming Language), System Programming, Virtualization, Data Integrity, Debugging, Systems Design, Performance Tuning, Distributed Computing, Data Storage, System Software, Virtual Machines, Command-Line Interface, Computer Systems, Data Security, Computer Hardware, Scalability, Data Structures
Skills you'll gain: Time Series Analysis and Forecasting, Natural Language Processing, Tensorflow, Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Predictive Analytics, Deep Learning, Predictive Modeling, Machine Learning, Data Analysis, Artificial Intelligence
EIT Digital
Skills you'll gain: Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Dimensionality Reduction, Feature Engineering, Machine Learning, Unsupervised Learning, Advanced Analytics, Supervised Learning, Predictive Modeling, Algorithms, Data Analysis
In summary, here are 10 of our most popular recommender systems courses
- Recommender Systems: University of Minnesota
- Unsupervised Learning, Recommenders, Reinforcement Learning: DeepLearning.AI
- Recommender Systems: Sungkyunkwan University
- Machine Learning: DeepLearning.AI
- Introduction to Recommender Systems: Non-Personalized and Content-Based: University of Minnesota
- Geographic Information Systems (GIS): University of California, Davis
- Basic Recommender Systems: EIT Digital
- IBM AI Engineering: IBM
- IBM Generative AI Engineering: IBM
- Introduction to Operating Systems: Codio