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 Illinois Urbana-Champaign
Skills you'll gain: Diagnostic Tests, Immunology, Infectious Diseases, Infection Control, Operating Cost, Cost Management, Laboratory Testing, Test Tools, Preventative Care, Pathology, Cost Benefit Analysis, Management Reporting, Data-Driven Decision-Making, Microbiology, Decision Making
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Model Evaluation, Time Series Analysis and Forecasting, Forecasting, Model Training, Google Cloud Platform, Predictive Analytics, Predictive Modeling, Big Data, Applied Machine Learning, Data Preprocessing, Data Analysis, Data Analysis Software, Exploratory Data Analysis, Cloud Storage
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Google Cloud Platform, Cryptography
Beginner · Project · Less Than 2 Hours

Skills you'll gain: API Testing, Cucumber (Software), Behavior-Driven Development, JSON, Gherkin (Scripting Language), Restful API, Application Programming Interface (API), Test Tools, Test Planning, Test Case, Software Testing, Test Engineering, Security Testing, Test Script Development, Code Coverage, Test Data, Test Automation, Apache Maven, Authentications, Development Environment
Mixed · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: Data Security, Cloud Security, Amazon S3, Amazon Web Services, Security Awareness
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Health Equity, Team Management, Record Keeping, Medical Science and Research, Collaborative Software, Technical Management, Informatics, Healthcare Project Management, Health Informatics, Devops Tools, Clinical Research, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Clinical Trials, GitHub, Version Control, Git (Version Control System), Docker (Software)
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Collaborative Software, Software Development Tools, Software Development Methodologies, Agile Project Management, Agile Methodology, AI Integrations, Responsible AI, AI Enablement, AI Workflows, Software Engineering, Software Engineering Tools, Data Ethics, Generative AI
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: JavaScript Frameworks, Node.JS, Web Frameworks, Restful API, Web Development, Web Applications, Application Programming Interface (API), Server Side, File Systems, Javascript, File I/O, Web Servers, Databases, Authentications, Middleware, Cryptography
Intermediate · Course · 1 - 3 Months

Skills you'll gain: AI Personalization, Responsible AI, Data Ethics, Customer experience improvement, User Feedback, Generative AI, Self Service Technologies, Personalized Service, Customer Support, Call Center Experience, Customer Service, Customer Analysis, Customer Insights, Automation, AI literacy, Artificial Intelligence, Law, Regulation, and Compliance, AI Integrations
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Amazon S3, Cloud Solutions, Cloud Computing, Cloud Applications, Serverless Computing, Amazon Web Services, Cloud Computing Architecture, AWS Identity and Access Management (IAM), File Management, Data Storage, DevOps
Intermediate · Course · 1 - 4 Weeks

Logical Operations
Skills you'll gain: Presentations, Microsoft PowerPoint, Oral Expression, Public Speaking, Verbal Communication Skills, Virtual Teams, Target Audience, Microsoft Office, Communication, Persuasive Communication, Discussion Facilitation, Communication Strategies, Storytelling, Data Storytelling, Business Communication, Planning, Organizational Skills, Data Analysis
Mixed · Course · 1 - 3 Months

University of California San Diego
Skills you'll gain: Pedagogy, General Networking, Blockchain, Data Ethics, Teaching, FinTech, Network Infrastructure, Emerging Technologies, Education and Training, Computer Networking, Internet Of Things, Instructional Strategies, Digital pedagogy, Instructing, K-12 pedagogy, Data Security, Computer Security Awareness Training, Social Impact, Cybersecurity, Information Privacy
Beginner · Course · 1 - 3 Months