
National Taiwan University
Skills you'll gain: Data-Driven Decision-Making, Business Analytics, Business Intelligence, Strategic Decision-Making, Analytics, Financial Data, Marketing Analytics, Market Analysis, Customer Insights, Big Data, Social Media, Business, Market Research, Retail Store Operations, Marketing Strategies, Brand Management, Banking, Consumer Behaviour, Financial Services
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Processing, Data Pipelines, Data Infrastructure, Google Cloud Platform, Data Warehousing, MLOps (Machine Learning Operations), Data Visualization, Model Deployment, Data Quality, Cloud Engineering, Scalability, Data Storage, Cloud Security, Machine Learning, SQL
Advanced · Course · 1 - 3 Months

Skills you'll gain: Metadata Management, Extract, Transform, Load, Data Migration, Google Cloud Platform, Data Pipelines, Data Import/Export, Apache Airflow, Data Infrastructure, Data Sharing, Data Processing, Data Integration, Cloud Storage, Data Storage, Apache Spark, Real Time Data, Serverless Computing
Beginner · Course · 1 - 3 Months

Skills you'll gain: Object Oriented Programming (OOP), Java, Algorithms, Application Programming Interface (API), Data Structures
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Data Pipelines, Cloud Storage, Data Infrastructure, Data Warehousing, Extract, Transform, Load, Data Integration, Data Processing, Data Migration, Data Lakes, Google Cloud Platform, Big Data, Data Storage Technologies, Cloud Services, Automation, Serverless Computing
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Looker (Software), Data Modeling, Digital Transformation, Real Time Data, Dashboard, Data Governance, Google Cloud Platform, Data Warehousing, Data Management, Cloud Storage, Pivot Tables And Charts, Data Transformation, Data Analysis, Data Visualization Software, Big Data, Analytics, Data Sharing, Database Design, Performance Tuning, Exploratory Data Analysis
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: MLOps (Machine Learning Operations), Data Processing, Model Deployment, Data Pipelines, Systems Design, Google Cloud Platform, Analytics, Database Development, Data Infrastructure, Cloud Engineering, Data Architecture, Data Analysis, Security Controls, Machine Learning, Data Visualization, Data Storage Technologies, Scalability, Disaster Recovery
Advanced · Course · 1 - 3 Months

Skills you'll gain: Google Cloud Platform, Cloud Security, Cloud Computing, Cloud Deployment, Public Cloud, Cloud Infrastructure, Cloud Management, Firewall, Security Management, Identity and Access Management, Network Security, Network Administration, Cloud Storage, General Networking
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Data Pipelines, Dataflow, Apache Spark, Real Time Data, Data Processing, Jupyter, Performance Tuning, Business Logic
Advanced · Course · 1 - 3 Months

Skills you'll gain: Google Cloud Platform, Data Infrastructure, Machine Learning, Systems Design, Data Processing, Data Pipelines, Data Architecture, Big Data, Data Warehousing, Cloud Engineering, Data Visualization, Cloud Security, Data Storage, Scalability, Data Migration, SQL
Advanced · Course · 1 - 3 Months

Skills you'll gain: Dataflow, Serverless Computing, Identity and Access Management, Data Pipelines, Data Infrastructure, Data Processing, Cloud Security, Apache Hadoop, Google Cloud Platform, Containerization, Scalability
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Gemini, Marketing Analytics, Generative AI, Customer Analysis, Customer Insights, Big Data, Forecasting, Predictive Analytics, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML)
Beginner · Course · 1 - 4 Weeks