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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
Sungkyunkwan University
Skills you'll gain: Scalability, Deep Learning, Data Mining, Unsupervised Learning, Data Processing, Machine Learning, Machine Learning Algorithms, Algorithms
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
EIT Digital
Skills you'll gain: Data Ethics, Usability, System Requirements, Machine Learning, Innovation, Algorithms, Predictive Modeling, Quality Assurance, Data-Driven Decision-Making, Data Mining, Applied Machine Learning, 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
University of Minnesota
Skills you'll gain: Taxonomy, Spreadsheet Software, Machine Learning, Predictive Analytics, Data Mining, Persona Development, Information Architecture, Statistics, Algorithms, Java
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, 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, Python Programming, Artificial Neural Networks
Google Cloud
Skills you'll gain: Reinforcement Learning, Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Deep Learning, Applied Machine Learning, Unsupervised Learning, Artificial Neural Networks, Algorithms
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
EIT Digital
Skills you'll gain: Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Feature Engineering, Dimensionality Reduction, Machine Learning, Unsupervised Learning, Advanced Analytics, Supervised Learning, Predictive Modeling, Algorithms, Data Analysis
University of Minnesota
Skills you'll gain: Decision Support Systems, Business Metrics, Performance Metric, Data Collection, Performance Measurement, Benchmarking, Usability Testing, A/B Testing, Analysis, Predictive Analytics, Statistical Methods, User Research
- Status: Free
DeepLearning.AI
Skills you'll gain: ChatGPT, Generative AI, Business Process Automation, Natural Language Processing, Application Programming Interface (API), Artificial Intelligence, Python Programming
In summary, here are 10 of our most popular recommender systems courses
- Recommender Systems: University of Minnesota
- Recommender Systems: Sungkyunkwan University
- Unsupervised Learning, Recommenders, Reinforcement Learning: DeepLearning.AI
- Basic Recommender Systems: EIT Digital
- IBM AI Engineering: IBM
- Introduction to Recommender Systems: Non-Personalized and Content-Based: University of Minnesota
- Machine Learning: DeepLearning.AI
- Recommendation Systems on Google Cloud: Google Cloud
- IBM Generative AI Engineering: IBM
- Advanced Recommender Systems: EIT Digital