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- Status: Free
National Taiwan University
Skills you'll gain: Supervised Learning, Machine Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Theoretical Computer Science, Applied Mathematics, Statistical Methods, Regression Analysis, Algorithms, Artificial Intelligence
Alberta Machine Intelligence Institute
Skills you'll gain: Supervised Learning, Feature Engineering, Machine Learning Algorithms, Data Ethics, Applied Machine Learning, Data Quality, Data Processing, MLOps (Machine Learning Operations), Jupyter, Statistical Machine Learning, Machine Learning Methods, Data Validation, Machine Learning, Decision Tree Learning, Business Operations, Data Cleansing, Ethical Standards And Conduct, Classification And Regression Tree (CART), Data Transformation, Operational Analysis
Scrimba
Skills you'll gain: OpenAI, Cloud Applications, Front-End Web Development, Cloud API, Application Deployment, User Interface (UI) Design, Mobile Development, API Gateway, Generative AI, Version Control, Data Ethics, Artificial Intelligence, GitHub, Application Programming Interface (API), Artificial Intelligence and Machine Learning (AI/ML), Debugging, ChatGPT, Pseudocode, Cloud Development, Web Development
University of Colorado System
Skills you'll gain: Cryptography, Theoretical Computer Science, BlockChain, Security Engineering
University of Colorado Boulder
Skills you'll gain: Unsupervised Learning, Supervised Learning, Deep Learning, Machine Learning Algorithms, Dimensionality Reduction, Applied Machine Learning, Decision Tree Learning, Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Matplotlib, Statistical Machine Learning, Random Forest Algorithm, Predictive Modeling, Statistical Visualization, Python Programming, Computer Vision, Image Analysis, Artificial Neural Networks, Machine Learning, Data Science
Coursera Project Network
Tableau Learning Partner
Skills you'll gain: Data Visualization Software, Spatial Data Analysis, Tableau Software, Data Storytelling, Interactive Data Visualization, Stakeholder Communications, Geospatial Mapping, Business Reporting, Data Analysis, Business Intelligence
Duke University
Skills you'll gain: Algorithms, Computer Programming, Data Structures, Java Programming, Problem Solving, Software Engineering, Critical Thinking, Data Analysis, Data Model, Programming Principles
Skills you'll gain: Robotic Process Automation, Automation, Software Development Tools, Integrated Development Environments, User Interface (UI), Software Installation, Version Control, Debugging
Skills you'll gain: Predictive Modeling, Data Ethics, Predictive Analytics, Machine Learning, MLOps (Machine Learning Operations), Applied Machine Learning, Data-Driven Decision-Making, Statistical Modeling, Performance Measurement, Supervised Learning, Machine Learning Software, Business Ethics, Decision Tree Learning, Leadership and Management, Artificial Intelligence, Business Analytics, Machine Learning Algorithms, Data Processing, Business Leadership, Feature Engineering
- Status: Free
Universidad Peruana de Ciencias Aplicadas
Amazon Web Services
Skills you'll gain: Continuous Integration, DevOps, CI/CD, Development Environment, Continuous Deployment, Test Automation, Git (Version Control System), Application Deployment, Version Control, Amazon Web Services, Software Testing
In summary, here are 10 of our most popular tree maps courses
- 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations: National Taiwan University
- Machine Learning: Algorithms in the Real World: Alberta Machine Intelligence Institute
- AI for Web Developers: Scrimba
- Cryptographic Hash and Integrity Protection: University of Colorado System
- Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
- Presenting Data Using Charts with Canva: Coursera Project Network
- Advanced Data Visualization with Tableau: Tableau Learning Partner
- Java Programming: Build a Recommendation System: Duke University
- RPA Basics and Introduction to UiPath: UiPath
- Machine Learning Rock Star – the End-to-End Practice: SAS