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

Johns Hopkins University
Skills you'll gain: Apache Hadoop, Big Data, Apache Hive, Apache Spark, NoSQL, Data Infrastructure, File Systems, Data Processing, Data Management, Analytics, Data Science, SQL, Query Languages, Data Manipulation, Java, Data Structures, Distributed Computing, Scripting Languages, Data Transformation, Performance Tuning
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Apache Kafka, Apache Spark, Apache Hadoop, Scala Programming, Real Time Data, Apache Hive, Command-Line Interface, Distributed Computing, Data Processing, Big Data, Apache, Apache Cassandra, Applied Machine Learning, Data Pipelines, Java, Databases, MongoDB, IntelliJ IDEA, NoSQL, Application Deployment
Intermediate · Specialization · 3 - 6 Months

Pearson
Skills you'll gain: PySpark, Apache Hadoop, Apache Spark, Big Data, Apache Hive, Data Lakes, Analytics, Data Pipelines, Data Processing, Data Import/Export, Data Integration, Linux Commands, Data Mapping, Linux, File Systems, Text Mining, Data Management, Distributed Computing, Java, C++ (Programming Language)
Intermediate · Specialization · 1 - 4 Weeks

Skills you'll gain: Apache Hadoop, Apache Spark, PySpark, Apache Hive, Big Data, IBM Cloud, Kubernetes, Docker (Software), Scalability, Data Processing, Distributed Computing, Performance Tuning, Data Transformation, Debugging
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Big Data, Data Analysis, Statistical Analysis, Apache Hadoop, Apache Hive, Data Collection, Data Science, Data Warehousing, Data Visualization, Apache Spark, Data Cleansing, Data Lakes, Data Visualization Software, Relational Databases, Microsoft Excel
Beginner · Course · 1 - 3 Months

Cloudera
Skills you'll gain: Database Design, SQL, Apache Hive, Relational Databases, Databases, Database Management, Big Data, Database Systems, MySQL, Data Management, Amazon S3, Apache Hadoop, Data Storage, Operational Databases, Data Warehousing, Cloud Storage, Performance Tuning, File Systems, PostgreSQL, Data Analysis
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Apache Spark, Apache Hadoop, Real Time Data, Apache Hive, Apache Kafka, Big Data, Distributed Computing, Data Processing, Databases, MongoDB, NoSQL, System Design and Implementation, SQL, Scalability
Intermediate · Course · 1 - 3 Months

Skills you'll gain: NoSQL, Apache Spark, Apache Hadoop, MongoDB, PySpark, Extract, Transform, Load, Apache Hive, Databases, Apache Cassandra, Big Data, Machine Learning, Applied Machine Learning, Generative AI, Machine Learning Algorithms, IBM Cloud, Kubernetes, Supervised Learning, Distributed Computing, Docker (Software), Database Management
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: PySpark, Apache Hadoop, Apache Spark, Big Data, Apache Hive, Analytics, Data Processing, Data Mapping, Text Mining, Distributed Computing, Java, Debugging, Java Programming
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, PySpark, Data Import/Export, Apache Spark, Dashboard, Cloud Services, Applied Machine Learning, Apache Hive, Application Programming Interface (API), Jupyter, Big Data, Artificial Intelligence and Machine Learning (AI/ML), Query Languages, Apache Hadoop, Serverless Computing, Application Deployment, Looker (Software), Cloud Computing, Scalability, SQL
Intermediate · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Real Time Data, Data Pipelines, Data Processing, Data Lakes, Systems Design, Dataflow, Data Warehousing, Data Infrastructure, Big Data, Cloud Storage, Extract, Transform, Load, Data Architecture, Unstructured Data, Data Modeling, Tensorflow, Looker (Software), Apache Hive, Data Integration, Apache Spark
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Apache Hadoop, Apache Hive, Apache Spark, Big Data, Data Pipelines, Data Import/Export, Data Integration, Data Processing, Relational Databases, File Systems, Command-Line Interface, Configuration Management, Software Installation
Intermediate · Course · 1 - 4 Weeks