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: Amazon Web Services, Disaster Recovery, Amazon Elastic Compute Cloud, Firewall, Network Security, AWS Identity and Access Management (IAM), Cloud Security, Infrastructure As A Service (IaaS), Application Security, Cloud Solutions, Scalability, Security Controls, Network Troubleshooting, Amazon CloudWatch, Network Administration, Virtual Private Networks (VPN), Continuous Deployment
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Data Warehousing, Apache Hadoop, Distributed Computing, Scalability, Transaction Processing, Database Systems, Database Design, Database Management Systems, Relational Databases, Database Theory, Database Architecture and Administration, Database Management, Cloud Computing, Query Languages, Big Data, Databases, Data Processing, Machine Learning, SQL, Data Access
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Google Cloud Platform, Generative AI, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Artificial Intelligence, Cloud Infrastructure, Machine Learning, Natural Language Processing
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Virtual Machines, Data Access, User Accounts, Google Cloud Platform, Cloud Computing, Cloud API, Query Languages, Cloud Platforms
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Cloud Management, Google Cloud Platform, Cloud Computing, Virtual Machines, Virtualization and Virtual Machines, System Monitoring, User Accounts
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Snowflake Schema, Data Pipelines, Apache Airflow, Data Security, Data Infrastructure, Data Governance, Data Architecture, Extract, Transform, Load, Apache Kafka, Data Lakes, Data Management, Performance Tuning, PySpark, Data Warehousing, Amazon S3, Amazon Web Services, Real Time Data, Data Processing, SQL, Stored Procedure
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Google Cloud Platform, Google Gemini, Generative AI, MLOps (Machine Learning Operations), Cloud Infrastructure, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Machine Learning, Predictive Modeling, Natural Language Processing
Beginner · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Blockchain, Business Leadership, FinTech, Supply Chain Management, Emerging Technologies, Business, Legal Risk, Business Planning, Regulatory Compliance, Health Technology, Digital Assets, Governance, Payment Systems, Distributed Computing, Cloud Computing, Financial Services, Cryptography, Cloud Computing Architecture, Artificial Intelligence, Computer Engineering
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Identity and Access Management, Authentications, Cloud Security, Google Cloud Platform, Cloud Computing, Security Management, Network Security, Virtual Private Networks (VPN), Firewall, Role-Based Access Control (RBAC), Public Cloud, Security Controls, Load Balancing
Intermediate · Course · 1 - 3 Months

Pearson
Skills you'll gain: Google Cloud Platform, Virtual Machines, Kubernetes, Cloud Computing, Serverless Computing, Artificial Intelligence and Machine Learning (AI/ML), Cloud Management, Containerization, Command-Line Interface, Cloud Security, Big Data, Analytics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AWS SageMaker, Unsupervised Learning, Feature Engineering, Time Series Analysis and Forecasting, Amazon Web Services, Applied Machine Learning, Advanced Analytics, Machine Learning Methods, Cloud Development, Amazon S3, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Machine Learning, Statistical Analysis, MLOps (Machine Learning Operations), Predictive Analytics, Predictive Modeling, Machine Learning Algorithms, Supervised Learning, Regression Analysis
Beginner · Course · 1 - 3 Months

Skills you'll gain: Kubernetes, Containerization, Identity and Access Management, Google Cloud Platform, Cloud Management, Cloud Computing, Cloud Infrastructure, Application Deployment, Command-Line Interface
Intermediate · Course · 1 - 3 Months