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Results for "machine learning algorithms (regression, classification)"
University of Colorado Boulder
Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Scikit Learn (Machine Learning Library), Matplotlib, Random Forest Algorithm, Machine Learning, Predictive Modeling, Data Science, Python Programming, Classification And Regression Tree (CART), Mathematical Modeling, Applied Mathematics, Exploratory Data Analysis, Statistical Programming, Regression Analysis, Feature Engineering, Data Cleansing, Performance Tuning
- Status: Free
Commonwealth Education Trust
Skills you'll gain: Curriculum Development, Teaching, Education and Training, Instructional and Curriculum Design, Course Development, Instructional Strategies, Pedagogy, Student-Centred Learning, Collaboration, Learning Theory
Skills you'll gain: Excel Formulas, Microsoft Excel, Data Cleansing, Data Analysis, Data Import/Export, Spreadsheet Software, Data Wrangling, Data Quality, Pivot Tables And Charts, Google Sheets, Data Manipulation, Data Visualization Software, Information Privacy
- Status: Free
Johns Hopkins University
Skills you'll gain: Risk Modeling, Operations Research, Regression Analysis, Microsoft Excel, Business Analytics, Risk Analysis, Business Process Modeling, Business Modeling, Data Modeling, Resource Allocation, Statistical Analysis, Process Optimization, Financial Analysis, Predictive Analytics, Transportation Operations, Complex Problem Solving, Linear Algebra
Skills you'll gain: Serverless Computing, Digital Transformation, Cloud Services, Data Ethics, Cloud Infrastructure, Google Cloud Platform, Application Programming Interface (API), Applied Machine Learning, Hybrid Cloud Computing, Infrastructure As A Service (IaaS), Cloud Computing, Public Cloud, Technical Management, Business Transformation, Containerization, Cloud-Native Computing, Multi-Cloud, IT Management, Machine Learning, Software As A Service
DeepLearning.AI
Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Artificial Neural Networks, Data Ethics, Applied Machine Learning, Computer Vision, Machine Learning, Unsupervised Learning, Artificial Intelligence, Information Privacy, Performance Testing, Machine Learning Algorithms
Hebrew University of Jerusalem
Skills you'll gain: Computer Architecture, Computer Hardware, Computational Logic, Computer Programming, System Design and Implementation, Technical Design, Software Design, Program Development, Debugging, Verification And Validation, Development Environment
Arizona State University
Skills you'll gain: Learning Strategies, Enthusiasm, Motivational Skills, Learning Styles, Language Learning, Education Software and Technology, Stress Management, Communication Strategies, Self-Awareness, Cultural Diversity, General Networking
- Status: Free
Commonwealth Education Trust
Skills you'll gain: Constructive Feedback, Teaching, Education and Training, Curriculum Planning, Student Engagement, Quality Assessment, Surveys, Instructional Strategies, Peer Review, Performance Reporting, Reliability
- Status: Free
University of Toronto
Skills you'll gain: Psychology, Mental Health Diseases and Disorders, Human Learning, Human Development, Psychotherapy, Behavior Management, Social Sciences, Scientific Methods, Creativity, Experimentation, Cultural Diversity, Research, Ethical Standards And Conduct
University of Washington
Skills you'll gain: Oral Expression, Negotiation, Proposal Writing, Presentations, Sales Presentation, Persuasive Communication, Event Planning, Business Writing, Peer Review, Business Communication, Taking Meeting Minutes, Public Speaking, Business Planning, Business Correspondence, Microsoft PowerPoint, Meeting Facilitation, Verbal Communication Skills, Professional Networking, English Language, Communication
Skills you'll gain: Generative AI, ChatGPT, OpenAI, Prompt Engineering, Large Language Modeling, Artificial Intelligence, Program Development, Content Creation, Image Analysis, Virtual Environment
In summary, here are 10 of our most popular machine learning algorithms (regression, classification) courses
- Introduction to Machine Learning: Supervised Learning:Â University of Colorado Boulder
- Foundations of Teaching for Learning: Curriculum:Â Commonwealth Education Trust
- Excel Basics for Data Analysis:Â IBM
- Business Analytics with Excel: Elementary to Advanced:Â Johns Hopkins University
- Digital Transformation Using AI/ML with Google Cloud:Â Google Cloud
- Generative Adversarial Networks (GANs):Â DeepLearning.AI
- Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course):Â Hebrew University of Jerusalem
- Teach English Now! Foundational Principles:Â Arizona State University
- Foundations of Teaching for Learning: Introduction to Student Assessment:Â Commonwealth Education Trust
- Introduction to Psychology:Â University of Toronto