
National Taiwan University
Skills you'll gain: Logistic Regression, Sampling (Statistics), Model Evaluation, Statistical Methods, Regression Analysis, Statistical Hypothesis Testing, Statistical Modeling, Statistical Programming, Statistical Analysis, R Programming, Business Analytics, Predictive Modeling, Estimation, Probability & Statistics, Statistical Inference
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Training, MLOps (Machine Learning Operations), Software Visualization, Grafana, Code Reusability, Performance Metric, Data Pipelines, Performance Analysis, Collaborative Software
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Market Share, Financial Statement Analysis, Case Studies, Estimation, Financial Statements, Business Valuation, Financial Analysis, Strategic Planning, Competitive Analysis, Financial Reporting, Financial Modeling, Market Analysis, International Finance, Financial Data, Financial Forecasting, Analysis, Benchmarking, Trend Analysis
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Resource Allocation, Timelines, Project Performance, Resource Utilization, Resource Planning, Resource Management, Capacity Planning, Variance Analysis, Project Controls, Project Schedules, Capacity Management, Scheduling, Project Planning, Workforce Management, Performance Analysis, Root Cause Analysis, Continuous Improvement Process
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), AI Orchestration, Dependency Analysis, Application Deployment, Continuous Deployment, Generative AI, Release Management, Regression Testing, Verification And Validation, Site Reliability Engineering, AI Workflows, CI/CD, Model Evaluation, Continuous Delivery, Data-Driven Decision-Making, Application Performance Management, Software Technical Review, System Requirements, Business Risk Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, AI Product Strategy, Data Ethics, Google Cloud Platform, Artificial Intelligence, AI literacy, Model Evaluation, Data Quality
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Scalability, Model Optimization, CI/CD, Continuous Deployment, Machine Learning Software, Continuous Delivery, Model Training, DevOps, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Continuous Integration, Performance Measurement, Business Metrics, Automation, Business Priorities, Performance Analysis, YAML
Advanced · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Responsible AI, AI Security, AI Product Strategy, Cloud Security, Google Cloud Platform, Federated Learning, Data Ethics, Information Privacy, Application Security, Artificial Intelligence, AI literacy, Data Security, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning Methods, Generative AI, Model Training, Machine Learning, Model Evaluation, Data Quality
Intermediate · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: Stakeholder Communications, Stakeholder Engagement, Data Storytelling, Stakeholder Management, Stakeholder Analysis, Data Presentation, Data-Driven Decision-Making, Business Communication, Model Evaluation, Responsible AI
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Optimization, Model Training, Model Evaluation, Performance Tuning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning Methods, Machine Learning Algorithms
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Image Analysis, Generative Model Architectures, Model Training, Convolutional Neural Networks, Deep Learning, Model Evaluation, Recurrent Neural Networks (RNNs)
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Modeling, Model Evaluation, Machine Learning Methods, AI literacy, Artificial Intelligence, Applied Machine Learning, Machine Learning
Intermediate · Course · 1 - 4 Weeks