Infrastructure courses can help you learn network design, cloud computing, cybersecurity principles, and data center management. You can build skills in system administration, troubleshooting, and performance optimization. Many courses introduce tools like AWS, Cisco networking equipment, and virtualization software, connecting these tools to practical applications in managing and scaling infrastructure effectively.

Skills you'll gain: Network Security, Computer Hardware, Generative AI, Data Storage Technologies, Data Storage, Microsoft 365, Hybrid Cloud Computing, Generative Model Architectures, Enterprise Application Management, Data Management, Computer Science, Data Security, OSI Models, TCP/IP, Data Store, Data Integrity, Cloud Computing, Network Protocols, Data Processing, Software Development
Beginner · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Geospatial Information and Technology, Cloud Deployment, Geospatial Mapping, Spatial Data Analysis, Cloud Computing, Data Validation, Geographic Information Systems, Image Quality, Data Manipulation, Spatial Analysis, Data Transformation, Cloud Platforms, Verification And Validation, Data Import/Export, Metadata Management, Data Integrity
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Amazon Redshift, AWS SageMaker, AWS Kinesis, Data Pipelines, Apache Spark, Amazon Web Services, Big Data, Apache Hive, Kibana, Data Warehousing, Data Processing, Model Deployment, Data Migration, Extract, Transform, Load, Real Time Data, Ad Hoc Analysis, Data Transformation, Cloud Computing, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: AWS SageMaker, Serverless Computing, Google Cloud Platform, Cloud Deployment, Model Deployment, AI Integrations, Cloud Platforms, Cloud Computing, Amazon Web Services, Microsoft Azure, Public Cloud, MLOps (Machine Learning Operations), Applied Machine Learning, Enterprise Architecture, Data Pipelines, Amazon S3, Scalability
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: GitHub, Unix Shell, Unix, Git (Version Control System), Unix Commands, Version Control, Bash (Scripting Language), grep, Cloud Hosting, Ubuntu, Command-Line Interface, Cloud Computing, Shell Script, Linux, Mac OS, Scripting, Scripting Languages, File Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Lakes, Microsoft Azure, Extract, Transform, Load, Power BI, Data Governance, Data Integration, Data Architecture, Data Management, Data Infrastructure, Data Pipelines, Dataflow, Data Warehousing, Data Processing, Metadata Management, Data Sharing, Data Store, Data Transformation, Data Analysis, Python Programming, Machine Learning
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, Internet Of Things, Machine Learning Methods, Data Preprocessing, Analytics, Embedded Software, Embedded Systems, File Systems, Data Analysis, Debugging, Machine Learning, Model Based Systems Engineering, Security Engineering, Information Systems Security, Wireless Networks, Infrastructure Security, Failure Analysis, Simulation and Simulation Software
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Cloud Deployment, Microsoft 365, Cloud Computing, Cloud Solutions, Cloud Services, Cloud Management, Software As A Service, Technical Support and Services, Microsoft Office, Help Desk Support, Collaborative Software, Service Level Agreement, Billing, Technical Support, Office Administration, Hybrid Cloud Computing, Productivity Software, User Provisioning, System Monitoring, Billing & Invoicing
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Fine-tuning, MLOps (Machine Learning Operations), Model Deployment, Cloud Deployment, Pandas (Python Package), AWS SageMaker, NumPy, Microsoft Azure, Hugging Face, GitHub Copilot, Unit Testing, Responsible AI, DevOps, Cloud Computing, Python Programming, Machine Learning, GitHub, Big Data, Data Management, Data Analysis
Advanced · Specialization · 3 - 6 Months

University of Colorado System
Skills you'll gain: Data Encryption Standard, Public Key Infrastructure, Cryptography, Brute-force attacks, Key Management, Advanced Encryption Standard (AES), Cryptographic Protocols, Encryption, Data Integrity, Cybersecurity, Computer Security, Information Assurance, Authentications, Data Security, Theoretical Computer Science, Threat Modeling, Communication Systems, Algorithms, Digital Communications
Intermediate · Specialization · 3 - 6 Months

Microsoft
Skills you'll gain: Computer Hardware, Generative AI, Hybrid Cloud Computing, Generative Model Architectures, Enterprise Application Management, Cloud Computing, Operating Systems, Cloud Management, Patch Management, Computer Systems, Servers, Information Technology, System Software, Business Software, OS Process Management, Network Security, Computer Networking, Software Architecture, OSI Models, TCP/IP
Beginner · Course · 1 - 4 Weeks

Multiple educators
Skills you'll gain: Data Store, Apache Airflow, Data Modeling, Data Pipelines, Data Storage, Data Storage Technologies, Data Architecture, Requirements Analysis, Data Processing, Data Warehousing, Query Languages, Data Preprocessing, Apache Hadoop, Requirements Elicitation, Vector Databases, Extract, Transform, Load, Data Lakes, Data Integration, Infrastructure as Code (IaC), Data Management
Intermediate · Professional Certificate · 3 - 6 Months