Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Skills you'll gain: Virtual Machines, Virtualization, Containerization, Docker (Software), Cloud Infrastructure, Data Storage, Infrastructure as Code (IaC)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Internet Of Things, General Networking, Information Systems Security, Wireless Networks, Cybersecurity, Systems Integration, Emerging Technologies, Software Development Life Cycle, Safety and Security, Systems Design, Automation, Prototyping, Project Planning
Intermediate · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Simulations, Operations Research, Advanced Analytics, Process Mapping, Operational Analysis, Process Optimization, Project Scoping, Project Planning, Production Planning, Capacity Planning, Solution Design, Needs Assessment, Business Analysis, Analytics, Portfolio Management, Investment Management, Complex Problem Solving, Staff Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Wide Area Networks, Network Troubleshooting, Network Monitoring, Software-Defined Networking, System Configuration, Network Performance Management, Firewall, Amazon Web Services, Cloud Services, Software As A Service, TCP/IP, Cloud Technologies, Network Security, Performance Tuning, Intrusion Detection and Prevention
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Import/Export, NumPy, Pandas (Python Package), Pivot Tables And Charts, Business Reporting, Data Manipulation, Analytics, Data Processing, Management Reporting, Data Wrangling, Business Analytics, Data Cleansing, Data Analysis, Data Transformation, Statistical Analysis, Data Management, Descriptive Statistics, Linear Algebra
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Google Gemini, Generative AI, Customer Relationship Management, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering, SQL, Google Cloud Platform, Jupyter, Business Workflow Analysis, Big Data
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Ansible, IT Automation, Automation, Devops Tools, Linux Servers, Infrastructure as Code (IaC), Servers, Windows Servers, Command-Line Interface, YAML, Configuration Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Oracle Databases, Application Lifecycle Management, Operational Databases, Scalability, Database Management, Database Architecture and Administration, Software Installation, Data Storage Technologies, Virtual Machines, Disaster Recovery, Performance Tuning, Network Administration
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Project Coordination, Project Schedules, Timelines, Microsoft Outlook, Data Visualization
Beginner · Course · 1 - 3 Months

Skills you'll gain: Webpack, Full-Stack Web Development, JSON, Web Development Tools, HTML and CSS, Application Programming Interface (API), Javascript, Web Applications, Event-Driven Programming, Browser Compatibility, Build Tools, Application Deployment, Authentications
Intermediate · Course · 1 - 3 Months

Beginner · Course · 1 - 3 Months

Skills you'll gain: Terraform, Docker (Software), Debugging, Infrastructure as Code (IaC), GitLab, Devops Tools, Multi-Cloud, CI/CD, Ansible, Cloud Platforms, Amazon Web Services, Software Installation, Configuration Management, Command-Line Interface
Intermediate · Course · 1 - 3 Months