The language used throughout the course, in both instruction and assessments.

University of California, Irvine
Skills you'll gain: Extract, Transform, Load, Data Warehousing, Data Mining, Business Intelligence, Star Schema, Snowflake Schema, Data Modeling, Data Mart, Data Architecture, Unsupervised Learning, Business Analytics, Data-Driven Decision-Making, Machine Learning Methods, Databases, Statistical Methods, Data Science, Predictive Modeling, Big Data, Cloud Computing, Market Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Google Cloud Platform, Real Time Data, Data Pipelines, Dataflow, Tensorflow, Cloud Engineering, Data Lakes, Big Data, Dashboard, Cloud Infrastructure, Apache Spark, Data Infrastructure, Unstructured Data, Applied Machine Learning, Data Warehousing, Extract, Transform, Load, MLOps (Machine Learning Operations), Data Processing, PySpark, Cloud Storage
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Data Lakes, Data Warehousing, Google Cloud Platform, Data Infrastructure, Cloud Storage, Data Architecture, Data Processing, Database Design, Data Transformation, SQL, Scalability
Intermediate · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Data Lakes, Data Processing, Google Cloud Platform, Data Warehousing, Data Integration, Data Management, Data Pipelines, Data Governance, Analytics, Data Quality, Data Security, Identity and Access Management, Automation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Engineering, Data Lakes, Google Cloud Platform, Data Infrastructure, Data Warehousing, Cloud Storage, Data Storage, Data Storage Technologies, Data Management, SQL, Scalability
Intermediate · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Data Governance, Extract, Transform, Load, Data Warehousing, Data Integration, DevOps, Data Pipelines, CI/CD, Data Architecture, Infrastructure as Code (IaC), Data Quality, Amazon Redshift, Cloud Computing, Database Architecture and Administration, Cloud Computing Architecture, Analytics, Data Transformation, Amazon S3, Scalability
Mixed · Course · 1 - 3 Months

Multiple educators
Skills you'll gain: Apache Airflow, Data Modeling, Data Pipelines, Data Storage, Data Architecture, Requirements Analysis, Data Processing, Data Warehousing, Query Languages, Apache Hadoop, Extract, Transform, Load, Data Lakes, Amazon Web Services, File Systems, Apache Spark, Database Systems, Feature Engineering, Data Integration, AWS Kinesis, Data Management
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Extract, Transform, Load, Data Architecture, Enterprise Architecture, Data Modeling, Data Migration, Data Warehousing, Database Architecture and Administration, Emerging Technologies, Data Processing, Data Storage, Data Management, Data Integration, Dataflow, Application Frameworks, Data Governance, Technology Strategies, Scalability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Generative AI, Database Design, Data Pipelines, Query Languages, Extract, Transform, Load, Responsible AI, Data Warehousing, Data Ethics, Data Infrastructure, Data Architecture, Data Mining, Data Synthesis, Data Analysis, Artificial Intelligence, Data Quality
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Pipelines, Real Time Data, Dataflow, Google Cloud Platform, Data Lakes, Data Import/Export, Data Warehousing, Tensorflow, Feature Engineering, Dashboard, Extract, Transform, Load, Cloud Infrastructure, Apache Spark, Big Data, Data Integration, Applied Machine Learning, Data Infrastructure, PySpark, Data Processing, Unstructured Data
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Dataflow, Real Time Data, Google Cloud Platform, Data Pipelines, Data Import/Export, Looker (Software), PySpark, Data Lakes, Data Warehousing, Tensorflow, Apache Spark, Dashboard, Data Processing, Big Data, Cloud Infrastructure, Data Infrastructure, Unstructured Data, Feature Engineering, Applied Machine Learning, Data Architecture
Intermediate · Specialization · 3 - 6 Months

Northeastern University
Skills you'll gain: Data Warehousing, Data Modeling, Database Design, Extract, Transform, Load, SQL, Star Schema, Business Intelligence, Databases, Relational Databases, Database Architecture and Administration, Data Mart, Data Integrity, Data Analysis, Snowflake Schema, Data-Driven Decision-Making, Data Manipulation, Data Visualization
Mixed · Course · 1 - 4 Weeks