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Results for "machine learning algorithms (regression, classification)"
Skills you'll gain: Jupyter, Automation, Web Scraping, Python Programming, Data Manipulation, Data Import/Export, Scripting, Data Structures, Data Processing, Data Collection, Application Programming Interface (API), Pandas (Python Package), Programming Principles, NumPy, Object Oriented Programming (OOP), Computer Programming
Duke University
Skills you'll gain: PyTorch (Machine Learning Library), Reinforcement Learning, Image Analysis, Applied Machine Learning, Deep Learning, Machine Learning, Natural Language Processing, Supervised Learning, Artificial Neural Networks, Computer Vision, Regression Analysis
University of Michigan
Skills you'll gain: Feature Engineering, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Dimensionality Reduction, Random Forest Algorithm, Regression Analysis, Artificial Neural Networks
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Applied Machine Learning, Deep Learning, Supervised Learning, IBM Cloud, Predictive Modeling, Classification And Regression Tree (CART), Unsupervised Learning, Program Evaluation, Reinforcement Learning
University of California San Diego
Skills you'll gain: Data Structures, Graph Theory, Algorithms, Network Routing, Debugging, Network Model, Bioinformatics, Operations Research, Data Storage, Development Testing, Software Testing, Theoretical Computer Science, Computational Thinking, Network Analysis, Programming Principles, Computer Programming, Epidemiology, C++ (Programming Language), Infectious Diseases, Computer Science
DeepLearning.AI
Skills you'll gain: Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning, Debugging, Supervised Learning, Data-Driven Decision-Making, Performance Tuning
Microsoft
Skills you'll gain: Generative AI, Natural Language Processing, Data Quality, Anomaly Detection, Data Storytelling, Technical Communication, Data Ethics, Data-Driven Decision-Making, Data Pipelines, Data Cleansing, Data Visualization Software, Data Synthesis, Data Analysis, Strategic Communication, Communication, Data Validation, Artificial Intelligence, Personally Identifiable Information, Data Security, Microsoft Development Tools
- Status: Free
Princeton University
Skills you'll gain: Data Structures, Algorithms, Java, Theoretical Computer Science, Performance Tuning, Computer Science, Object Oriented Programming (OOP), Scalability
Multiple educators
Skills you'll gain: Tensorflow, Keras (Neural Network Library), Machine Learning, Google Cloud Platform, Machine Learning Algorithms, Applied Machine Learning, Financial Trading, Reinforcement Learning, Supervised Learning, Data Pipelines, Time Series Analysis and Forecasting, Statistical Machine Learning, Technical Analysis, Deep Learning, Securities Trading, Portfolio Management, Market Trend, Artificial Intelligence and Machine Learning (AI/ML), Market Data, Artificial Neural Networks
DeepLearning.AI
Skills you'll gain: MLOps (Machine Learning Operations), Application Deployment, Continuous Deployment, Software Development Life Cycle, Machine Learning, Applied Machine Learning, Data Validation, Feature Engineering, Data Quality, Debugging, Continuous Monitoring, Data Pipelines
Microsoft
Skills you'll gain: Unsupervised Learning, Microsoft Azure, Applied Machine Learning, Machine Learning Software, Regression Analysis, Predictive Modeling, Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Classification And Regression Tree (CART), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Supervised Learning
Johns Hopkins University
Skills you'll gain: Predictive Modeling, Machine Learning Algorithms, Statistical Machine Learning, Feature Engineering, Supervised Learning, Classification And Regression Tree (CART), Predictive Analytics, Applied Machine Learning, R Programming, Machine Learning, Regression Analysis, Random Forest Algorithm, Data Analysis
In summary, here are 10 of our most popular machine learning algorithms (regression, classification) courses
- Python for Data Science, AI & Development: IBM
- Introduction to Machine Learning: Duke University
- Applied Machine Learning in Python: University of Michigan
- Machine Learning Introduction for Everyone: IBM
- Data Structures and Algorithms: University of California San Diego
- Structuring Machine Learning Projects: DeepLearning.AI
- Microsoft Copilot for Data Science: Microsoft
- Algorithms, Part I: Princeton University
- Machine Learning for Trading: Google Cloud
- Machine Learning in Production: DeepLearning.AI