University of Washington
Skills you'll gain: Big Data, Relational Databases, Database Systems, Dataflow, Databases, Data Science, Data Manipulation, Data Processing, NoSQL, Apache Spark, Distributed Computing, Apache Hadoop, SQL, Data Analysis, Query Languages, Cloud Computing, Scalability, Graph Theory, Python Programming, Algorithms
Mixed · Course · 1 - 3 Months

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

Alibaba Cloud Academy
Skills you'll gain: Relational Databases, Load Balancing, Data Visualization Software, Cloud Security, Network Security, Cloud Computing, Database Systems, Big Data, Database Management, General Networking, Apache Hadoop, Cloud Infrastructure, Cloud Services, Cloud Computing Architecture, Network Architecture, Apache Spark, Data Security, Servers, Apache Hive, Machine Learning
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Feature Engineering, Data Ethics, Exploratory Data Analysis, Unsupervised Learning, Data Presentation, Tensorflow, Application Deployment, Dimensionality Reduction, MLOps (Machine Learning Operations), Probability Distribution, Apache Spark, Statistical Hypothesis Testing, Supervised Learning, Data Visualization Software, Data Pipelines, Design Thinking, Unit Testing, Data Science, Machine Learning, Python Programming
Advanced · Specialization · 3 - 6 Months

LearnQuest
Skills you'll gain: Kubernetes, Role-Based Access Control (RBAC), CI/CD, Application Deployment, Network Troubleshooting, DevOps, Performance Tuning, Scalability, Continuous Integration, Containerization, Continuous Deployment, Prometheus (Software), Package and Software Management, YAML, Network Security, Network Performance Management, System Monitoring, Cloud-Native Computing, Continuous Monitoring, Git (Version Control System)
Advanced · Specialization · 1 - 3 Months

Skills you'll gain: Apache Kafka, Data Warehousing, Extract, Transform, Load, Microsoft SQL Servers, Snowflake Schema, Star Schema, Performance Tuning, Data Pipelines, Cloud Computing Architecture, Business Intelligence, Real Time Data, Apache Hadoop, Data Modeling, Data Quality, Responsible AI, Apache Spark, SQL, Generative AI, Data Governance, Quality Management
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: PySpark, Databricks, Apache Spark, MLOps (Machine Learning Operations), Microsoft Azure, Big Data, Scikit Learn (Machine Learning Library), Applied Machine Learning, Data Processing, Deep Learning, Data Transformation, Machine Learning, Exploratory Data Analysis
Intermediate · Course · 1 - 3 Months

Duke University
Skills you'll gain: PySpark, Snowflake Schema, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, DevOps, Data Transformation, SQL, Python Programming
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, Exploratory Data Analysis, PySpark, Application Deployment, Data Analysis, Apache Spark, Predictive Modeling, Data Processing, Machine Learning Methods, Customer Analysis, Decision Tree Learning, Data Cleansing, Machine Learning, Predictive Analytics
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Databricks, Data Lakes, Data Pipelines, Data Integration, Dashboard, PySpark, SQL, Apache Spark, Data Management, Data Transformation, Version Control
Intermediate · Guided Project · Less Than 2 Hours

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

Skills you'll gain: Dataflow, Real Time Data, Data Pipelines, Google Cloud Platform, Data Warehousing, Data Lakes, Big Data, Tensorflow, Data Governance, Extract, Transform, Load, Data Architecture, Dashboard, Cloud Infrastructure, Apache Spark, Operational Databases, Apache Airflow, Metadata Management, Data Management, Applied Machine Learning, PySpark
Intermediate · Specialization · 3 - 6 Months