Supervised learning courses can help you learn regression analysis, classification techniques, and model evaluation methods. You can build skills in feature selection, hyperparameter tuning, and understanding bias-variance tradeoff. Many courses introduce tools like Python libraries such as scikit-learn and TensorFlow, that support implementing algorithms and analyzing data.

Skills you'll gain: Database Development, Database Application, Application Design, Program Development, SQL, Dashboard Creation, Secure Coding, User Interface (UI), User Requirements Documents, Software Design, Data Integrity
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AWS SageMaker, Unsupervised Learning, Feature Engineering, Time Series Analysis and Forecasting, Model Deployment, Model Optimization, Cloud Deployment, Amazon Web Services, Applied Machine Learning, Model Training, Machine Learning Methods, Amazon S3, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Model Evaluation, Forecasting, Data Preprocessing, Dimensionality Reduction
Beginner · Course · 1 - 3 Months

Skills you'll gain: Unity Engine, Video Game Development, Computer Graphics, Performance Tuning, Visualization (Computer Graphics), Software Visualization, Computer Graphic Techniques, Code Reusability, Maintainability, C# (Programming Language), Computational Logic, Geometry, Design
Advanced · Course · 1 - 3 Months
Skills you'll gain: Text Mining, Large Language Modeling, Hugging Face, Natural Language Processing, Data Processing, LLM Application, Generative AI, Data Preprocessing, Python Programming
Intermediate · Course · 1 - 4 Weeks
National Taiwan University
Skills you'll gain: Political Sciences, Teaching, Pedagogy, Social Studies, Liberal Arts, Human Learning, Culture, Intercultural Competence, Ethical Standards And Conduct, Sociology, Cultural Diversity, Social Sciences, Ancient History, Human Development, Mentorship, Governance
Beginner · Course · 1 - 3 Months

National Taiwan University
Skills you'll gain: Political Sciences, Ancient History, Liberal Arts, Pedagogy, Social Sciences, Culture, Human Learning, Cultural Diversity, Conflict Management, Ethical Standards And Conduct, Social Justice, Intercultural Competence, Governance
Beginner · Course · 1 - 3 Months

Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Dashboard Creation, Model Deployment, Data Preprocessing, Data Lakes, Dashboard, Tensorflow, Data Warehousing, Real Time Data, Unstructured Data, Model Training, Apache Spark, Apache Airflow, Big Data, Cloud Engineering, Applied Machine Learning, Cloud Storage, Data Storage
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Mergers & Acquisitions, Financial Modeling, Microsoft Excel, Business Modeling, Business Valuation, Investment Banking, Balance Sheet, Financial Statement Analysis, Consolidation, Financial Accounting, Finance, Performance Analysis, Financial Analysis, Business Analysis, 3D Modeling, Business, Corporate Finance, Analysis, Construction, Environment
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Application Development, Application Lifecycle Management, User Interface (UI) Design, Data Validation, Code Reusability
Beginner · Course · 1 - 3 Months

Skills you'll gain: AWS SageMaker, Image Analysis, Deep Learning, Model Evaluation, Model Training, Computer Vision, Applied Machine Learning, Model Optimization, Plot (Graphics), Machine Learning, Python Programming, Data Science
Intermediate · Guided Project · Less Than 2 Hours
National Taiwan University
Skills you'll gain: AI literacy, Mental Concentration, Self-Awareness, Independent Thinking, Optimism, Emotional Intelligence, Human Learning, digital literacy, Personal Development, Psychology, Critical Thinking, Empathy, Learning Strategies, Relationship Building
Beginner · Course · 1 - 3 Months

Skills you'll gain: Selenium (Software), Software Testing, Test Automation
Beginner · Course · 1 - 4 Weeks