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

Skills you'll gain: Data Pipelines, Data Warehousing, SQL, Google Cloud Platform, Data Processing, Data Quality, Apache Spark, Generative AI, Applied Machine Learning, Big Data, Serverless Computing, Machine Learning, Data Analysis, Time Series Analysis and Forecasting
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Apache Spark, PySpark, Big Data, Data Pipelines, Data Processing, Distributed Computing, JSON, Data Manipulation, Data Transformation, Performance Tuning
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Data Store, Extract, Transform, Load, Data Architecture, Data Pipelines, Big Data, Data Warehousing, Data Governance, Apache Hadoop, Relational Databases, Apache Spark, Data Lakes, Databases, SQL, NoSQL, Data Security, Data Science
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: 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

Skills you'll gain: SQL, Peer Review, Jupyter, Data Literacy, Data Mining, Data Modeling, Data Collection, Business Analysis, Relational Databases, Stored Procedure, Databases, Data Science, Big Data, Computer Programming Tools, Query Languages, Data Visualization Software, Decision Tree Learning, Predictive Modeling, Cloud Computing, Python Programming
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Yonsei University
Skills you'll gain: Apache Spark, Augmented Reality, Cloud Computing Architecture, Big Data, Wireless Networks, SPSS (Software), SPSS, Augmented and Virtual Reality (AR/VR), Cloud Computing, Internet Of Things, Live Streaming, Cloud Platforms, Analytics, Real Time Data, Telecommunications, Multimedia, Emerging Technologies, Mobile Development, Apple iOS, Display Devices
Beginner · Specialization · 3 - 6 Months

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

Google Cloud
Skills you'll gain: Looker (Software), Big Data, SQL, Data Pipelines, Data Transformation, Extract, Transform, Load, Data Warehousing, Data Cleansing, Data Analysis, Data Visualization Software, Google Sheets, Google Cloud Platform, Data Import/Export, Data Integrity
Intermediate · Course · 1 - 3 Months

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
Duke University
Skills you'll gain: Database Design, MySQL, Relational Databases, SQL, Data Modeling, Databases, Business Analytics, Big Data, Business Analysis, Data Analysis, Data Management
Mixed · Course · 1 - 3 Months

Skills you'll gain: Apache Spark, Scala Programming, Data Processing, Big Data, Applied Machine Learning, IntelliJ IDEA, Real Time Data, Graph Theory, Data Transformation, Development Environment, Distributed Computing, Build Tools, Regression Analysis, Performance Tuning
Intermediate · Course · 1 - 3 Months