
Skills you'll gain: Apache Kafka, Database Design, Linux Commands, Data Warehousing, Bash (Scripting Language), Data Engineering, Database Administration, Data Pipelines, SQL, Database Management, Extract, Transform, Load, Apache Airflow, Database Architecture and Administration, Shell Script, IBM DB2, Data Store, Relational Databases, Jupyter, Generative AI, Data Security
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: GitHub, Git (Version Control System), Infrastructure as Code (IaC), Version Control, Cloud Management, Debugging, Puppet (Configuration Management Tool), Unit Testing, Infrastructure As A Service (IaaS), Bash (Scripting Language), Network Troubleshooting, Web Services, Object Oriented Programming (OOP), Application Programming Interface (API), Interviewing Skills, Applicant Tracking Systems, Data Structures, Python Programming, Configuration Management, Automation
Advanced · Professional Certificate · 3 - 6 Months

University of Michigan
Skills you'll gain: Data Processing, Web Scraping, Data Store, SQL, File I/O, Relational Databases, Database Management, Database Design, MySQL, Data Cleansing, Databases, JSON, Data Visualization, Network Protocols, Web Services, Restful API, Programming Principles, Data Structures, Computer Programming, Python Programming
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Desktop Support, Technical Support, Software Installation, Computer Hardware, Help Desk Support, Hardware Troubleshooting, Information Technology, Computer Networking, Technical Documentation, Linux, Computer Security Awareness Training, Customer Support, Microsoft Windows
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Dashboard, Database Design, Data Warehousing, Interactive Data Visualization, Data Visualization, SQL, Data Security, Data Migration, Data Governance, IBM Cognos Analytics, Descriptive Statistics, Extract, Transform, Load, Data Management, Relational Databases, Data Cleansing, Databases, Exploratory Data Analysis, Data Architecture, Business Intelligence
Beginner · Professional Certificate · 3 - 6 Months

Microsoft
Skills you'll gain: Business Software, Computer Hardware, Generative AI, Operating Systems, Data Storage Technologies, Computer Systems, Enterprise Security, System Software, Information Technology, Hardware Troubleshooting, Computer Architecture, Technology Solutions, System Configuration, Technical Support and Services, Servers, Cybersecurity
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Group Policy, Network Administration, TCP/IP, Application Deployment, Command-Line Interface
Intermediate · Course · 3 - 6 Months

University of California, Irvine
Skills you'll gain: Test Planning, Embedded Systems, Linux, Internet Of Things, Embedded Software, Basic Electrical Systems, Automation Engineering, User Requirements Documents, Electronics, Functional Requirement, Operating System Administration, Electronic Components, Systems Design, Operating Systems, Requirements Analysis, Network Protocols, Debugging, Application Programming Interface (API), TCP/IP, Python Programming
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Linux Commands, Bash (Scripting Language), Software Development Life Cycle, Software Architecture, GitHub, Git (Version Control System), Shell Script, Software Design, Version Control, Jupyter, Scrum (Software Development), Flask (Web Framework), Software Engineering, Software Design Patterns, Linux, Agile Methodology, Pandas (Python Package), Programming Principles, Python Programming, Web Applications
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Bash (Scripting Language), Relational Databases, Linux Commands, Databases, Operating Systems, Linux, SQL, File Systems, Command-Line Interface, File Management, Authorization (Computing), User Accounts, User Interface (UI)
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Dashboard, Web Scraping, SQL, Descriptive Statistics, Data Visualization, Pandas (Python Package), Data Presentation, Statistical Analysis, Jupyter, Data Analysis, Statistical Hypothesis Testing, Statistics, Statistical Methods, Databases, Data Science, Relational Databases, Programming Principles, IBM Cloud, Python Programming, Data Visualization Software
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Database Design, SQL, Extract, Transform, Load, IBM DB2, Data Store, Relational Databases, Jupyter, Data Architecture, Database Management Systems, Big Data, Web Scraping, Databases, MySQL, Data Integration, Data Infrastructure, Data Storage, Data Transformation, Pandas (Python Package), Programming Principles, Python Programming
Beginner · Specialization · 3 - 6 Months