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.

Pragmatic AI Labs
Skills you'll gain: Docker (Software), CI/CD, Containerization, LLM Application, Continuous Integration, Software As A Service, Product Development, Continuous Deployment, Commercialization, Large Language Modeling, Strategic Marketing, Software Development, Marketing Strategies, Application Deployment, Product Planning, Go To Market Strategy, API Design, Generative AI, Software Testing, GitHub
Beginner · Course · 1 - 4 Weeks

Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Payroll, Payroll Systems, Payroll Processing, Payroll Administration, Payroll Reporting, Payroll Tax, Data Entry, Workforce Management, Benefits Administration, Compensation Management, Personally Identifiable Information, Employee Onboarding, Reconciliation, Auditing, Accruals, Tax Compliance, Data Security
★ 4.7 (118) · Beginner · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Embeddings, Large Language Modeling, LLM Application, Anomaly Detection, Retrieval-Augmented Generation, Prompt Engineering, Generative AI, Google Cloud Platform, Text Mining, Natural Language Processing, Vector Databases, Unsupervised Learning, Python Programming
★ 4.8 (67) · Beginner · Project · Less Than 2 Hours

University of Illinois at Urbana-Champaign
Skills you'll gain: Business Strategy, Data Visualization, Data Storytelling, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Project Closure, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Financial Auditing, Data Governance, Generative AI, Supply And Demand
Graduate Certificate · 6 - 12 Months

The University of Edinburgh
Skills you'll gain: Scientific Methods, Research, Science and Research, Nutrition and Diet, General Science and Research, Behavioral Health, Health Disparities, Physiology, Psychology, Stress Management, Peer Review
★ 4.6 (892) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Computing, Cloud Management, Cloud Security, Cloud Deployment, Cloud Services, Cloud Infrastructure, Cloud Computing Architecture, Cloud Development, Network Troubleshooting, DevOps, Cloud Storage, Virtualization, Virtualization and Virtual Machines, Containerization, Vulnerability Management, Identity and Access Management, Scalability
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Strategic Decision-Making, Product Management, Customer Insights, Data Analysis, Forecasting, A/B Testing, Business Analytics, Analytics, Prioritization, Statistical Analysis, Business Metrics, User Research, Customer Retention, Machine Learning Methods, Root Cause Analysis, Statistical Methods, Stakeholder Communications
Intermediate · Specialization · 3 - 6 Months

Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Payroll, Payroll Administration, Payroll Processing, Compensation Management, Customer Service, Employee Engagement, Gross Profit, Communication Strategies
★ 4.7 (582) · Beginner · Course · 1 - 4 Weeks

Minnesota State University, Mankato
Skills you'll gain: Strategic Decision-Making, Leadership, Strategic Leadership, Decision Making, Strategic Thinking, Leadership Development, Business Leadership, Problem Solving, Dealing With Ambiguity, Systems Thinking, Influencing, Solution Design, Critical Thinking, Problem Management, Business Priorities, Prioritization, Risk Management, Risk Analysis, Root Cause Analysis, Communication
Advanced · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Electronics, Internet Of Things, Electronic Components, Embedded Systems, Basic Electrical Systems, Electronic Hardware, Electrical and Computer Engineering, Wireless Networks, Hardware Design, Peripheral Devices, Electrical Wiring, Control Systems, Human Machine Interfaces, Automation Engineering, Programming Principles, Computer Systems, Computer Programming, Systems Engineering, Remote Access Systems, Interactive Learning
★ 4.7 (4K) · Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Artificial Intelligence, Machine Learning Methods, Generative AI, Machine Learning Algorithms, Mathematical Theory & Analysis
★ 4.5 (13) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Amazon Redshift, Query Languages, Identity and Access Management, Google Cloud Platform, SQL, Data Warehousing, Database Management, Role-Based Access Control (RBAC), Data Mapping, Data Import/Export, Data Access, Database Design, Data Architecture, Database Architecture and Administration, Data Modeling, Data Security, Performance Tuning
Intermediate · Course · 1 - 3 Months