Data cleaning courses can help you learn techniques for identifying and correcting errors in datasets, handling missing values, and standardizing data formats. You can build skills in data validation, outlier detection, and transforming raw data into a usable format. Many courses introduce tools like Python libraries such as Pandas and NumPy, as well as software like OpenRefine, that support executing data cleaning tasks efficiently and ensuring data quality for analysis.

University of Michigan
Skills you'll gain: Responsible AI, Data Ethics, AI literacy, AI powered creativity, Artificial Intelligence, Generative AI, Creativity, Ethical Standards And Conduct, Risk Management Framework, Environmental Issue, Analysis, Intellectual Property, Leadership
Beginner · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: ABAP RESTful Programming Model (RAP), SAP S/4HANA, Restful API, Core Data (Software), Security Controls, HTML and CSS, UI Components, User Interface (UI) Design
Intermediate · Course · 1 - 4 Weeks

Peking University
Skills you'll gain: Social Network Analysis, Game Theory, Graph Theory, Network Analysis, Market Dynamics, Network Model, Socioeconomics, Social Sciences, Web Analytics and SEO, Computational Thinking, Information Technology, Political Sciences, Economics, Market Analysis, Behavioral Economics, Bidding, Online Advertising, Probability, Probability Distribution
Mixed · Course · 3 - 6 Months

Skills you'll gain: Cloud Infrastructure, Prompt Engineering, Google Cloud Platform, Prompt Engineering Tools, Cloud Development, Cloud Deployment, Infrastructure As A Service (IaaS), Cloud Platforms, Cloud Applications, Identity and Access Management, Generative AI, Cloud Services, Kubernetes, Cloud Computing, Cloud Management, Cloud Storage, Virtual Machines, Network Infrastructure, Containerization, Data Storage Technologies
Beginner · Course · 1 - 3 Months

Skills you'll gain: Keyword Research, Content Performance Analysis, Search Engine Optimization, AI Personalization, Campaign Planning, Scheduling, Search Engine Marketing, Web Analytics, Generative Engine Optimization (GEO), Email Automation, Strategic Marketing, Customer Analysis, Campaign Management, Digital Marketing, Content Strategy, Generative AI Agents, Market Intelligence, Performance Analysis, Marketing Design, Strategic Partnership
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Debugging, z/OS, Job Control Language (JCL), Mainframe Computing, Scripting Languages, Programming Principles, Computer Programming, File I/O, Code Reusability, Data Structures, Command-Line Interface, Data Import/Export, Automation, Data Management, Application Development
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Cyber Threat Intelligence, Malware Protection, Peripheral Devices, Personally Identifiable Information, Remote Access Systems, Hardware Troubleshooting, Threat Detection, Desktop Support, Technical Support and Services, Threat Management, Help Desk Support, Cyber Attacks, Cloud Services, Active Directory, Cybersecurity, Mac OS, Computer Hardware, Microsoft Windows, IT Management, Cloud Security
Beginner · Specialization · 1 - 3 Months

Microsoft
Skills you'll gain: Earned Value Management, Project Schedules, Scheduling, Procurement, Cost Management, Return On Investment, Spreadsheet Software, Microsoft Excel, Capital Budgeting, Financial Analysis, Project Performance, Cost Benefit Analysis, Project Estimation, Microsoft 365, Excel Formulas, Project Finance, Feasibility Studies, Investment Management, Variance Analysis, Problem Solving
Beginner · Course · 1 - 4 Weeks

Infosec
Skills you'll gain: Cyber Threat Hunting, Cyber Threat Intelligence, Threat Detection, Threat Management, Endpoint Detection and Response, Cybersecurity, Security Information and Event Management (SIEM), Anomaly Detection, Generative AI, Endpoint Security, Event Monitoring, Digital Forensics, Network Analysis, Linux
Intermediate · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Cloud Computing Architecture, Amazon Web Services, Cloud Security, Operational Excellence, Cloud Standards, Sustainable Business, Reliability, Solution Architecture, Cloud-Native Computing, Corporate Sustainability, Process Optimization, Cost Containment, Operational Efficiency, Environmental Social And Corporate Governance (ESG), Security Strategy, Site Reliability Engineering, Cost Management, Interviewing Skills
Beginner · Course · 1 - 4 Weeks

Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Programming Principles, Tensorflow, Data Structures, Development Environment, Software Installation, Data Manipulation, Package and Software Management
Beginner · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Prompt Engineering, Large Language Modeling, Responsible AI, AI Security, Generative AI, LLM Application, Policy Development, AI Enablement, Data Ethics, AI literacy, Human Resource Policies, Regulatory Compliance, Labor Relations, Automation, Data Security, Law, Regulation, and Compliance, Workforce Management, AI Integrations, Artificial Intelligence, Decision Intelligence
Beginner · Specialization · 3 - 6 Months