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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
Multiple educators
Skills you'll gain: Unsupervised Learning, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Classification And Regression Tree (CART), Machine Learning Algorithms, Machine Learning, Jupyter, Applied Machine Learning, 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
Skills you'll gain: PyTorch (Machine Learning Library), Supervised Learning, Feature Engineering, Generative AI, Keras (Neural Network Library), Deep Learning, Jupyter, Natural Language Processing, Reinforcement Learning, Unsupervised 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
EIT Digital
Skills you'll gain: Data Ethics, Systems Design, System Requirements, Machine Learning, Machine Learning Algorithms, Innovation, Algorithms, Predictive Modeling, Data-Driven Decision-Making, Data Mining, Applied Machine Learning, Statistical Machine Learning, Performance Tuning
Sungkyunkwan University
Skills you'll gain: Scalability, Deep Learning, Data Mining, Unsupervised Learning, Data Processing, Machine Learning, Machine Learning Algorithms, Algorithms
University of Minnesota
Skills you'll gain: Taxonomy, Spreadsheet Software, Machine Learning, Predictive Analytics, Data Mining, Persona Development, Information Architecture, Statistics, Algorithms, Java
- Status: New
Skills you'll gain: Generative AI, Data Wrangling, Unit Testing, Supervised Learning, Feature Engineering, Keras (Neural Network Library), Deep Learning, ChatGPT, Natural Language Processing, Data Cleansing, Jupyter, Data Analysis, Unsupervised Learning, Data Manipulation, PyTorch (Machine Learning Library), Artificial Intelligence, Data Import/Export, Exploratory Data Analysis, OpenAI, Scikit Learn (Machine Learning Library)
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, Command-Line Interface, Computer Systems, Virtual Machines, Data Security, Computer Hardware, Scalability, Data Structures, Linux
University of Alberta
Skills you'll gain: Reinforcement Learning, Machine Learning, Sampling (Statistics), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Algorithms, Deep Learning, Systems Development, Simulations, Solution Architecture, Markov Model, Supervised Learning, Artificial Neural Networks, Applied Machine Learning, Performance Testing, Algorithms, Statistical Methods, Pseudocode, Linear Algebra, Probability Distribution
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
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
In summary, here are 10 of our most popular recommender systems courses
- Recommender Systems: University of Minnesota
- Unsupervised Learning, Recommenders, Reinforcement Learning: DeepLearning.AI
- Machine Learning: DeepLearning.AI
- IBM AI Engineering: IBM
- Basic Recommender Systems: EIT Digital
- Recommender Systems: Sungkyunkwan University
- Introduction to Recommender Systems: Non-Personalized and Content-Based: University of Minnesota
- IBM Generative AI Engineering: IBM
- Introduction to Operating Systems: Codio
- Reinforcement Learning: University of Alberta