University of Michigan
Skills you'll gain: R (Software), Model Evaluation, Statistical Modeling, Statistics, Data Visualization, Data Analysis, Sampling (Statistics), Data Wrangling, Data Manipulation, Predictive Modeling, Correlation Analysis, Histogram, Biostatistics, Statistical Reporting, Statistical Analysis, Statistical Hypothesis Testing, Scripting, Statistical Software, Package and Software Management, Scripting Languages
Beginner · Specialization · 1 - 3 Months

Google Cloud
Skills you'll gain: Network Troubleshooting, Network Monitoring, Virtual Networking, Google Cloud Platform, General Networking, Network Administration, Network Infrastructure, Network Performance Management, Virtual Machines, System Configuration
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Embeddings, Vector Databases, PostgreSQL, Google Cloud Platform, SQL, Database Design, Relational Databases, Generative AI
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Cloud API, Google Cloud Platform, Restful API, API Gateway, Cloud-Based Integration, Application Programming Interface (API), Identity and Access Management, Natural Language Processing, Network Analysis
Beginner · Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Data Presentation, Technical Communication, Statistical Reporting, Data Storytelling, Data Science, Data Analysis, Data Visualization, Data Ethics, Data-Driven Decision-Making, Exploratory Data Analysis, Applied Mathematics, Statistics, Computer Science
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Terraform, Data Validation, Infrastructure as Code (IaC), Google Cloud Platform, Security Controls
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Authentications, Identity and Access Management, Cloud Security, Google Cloud Platform, Cloud Management, Security Controls, Cloud Computing, Multi-Factor Authentication, Cloud Solutions, Role-Based Access Control (RBAC), Authorization (Computing), User Provisioning, Data Security, Infrastructure Security, Firewall, Network Security, Virtual Networking, Load Balancing
Intermediate · Course · 1 - 3 Months

Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Big Data, Data Import/Export, Data Analysis, Analytics, Google Cloud Platform, Query Languages, Cloud Computing
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Operational Databases, Database Administration, Database Management, Relational Databases, Query Languages, Data Access, Database Design, Google Cloud Platform, Data Import/Export, Data Management
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Kubernetes, Google Cloud Platform, Microsoft Azure, Cloud-Native Computing, Cloud Storage, Cloud Engineering, Data Lakes, Containerization, Hybrid Cloud Computing, Multi-Cloud, Network Architecture
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: LangChain, Large Language Modeling, LLM Application, Generative AI, Retrieval-Augmented Generation, Vector Databases, Generative Model Architectures, Oracle Cloud, Embeddings
Intermediate · Course · 1 - 4 Weeks