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.

Skills you'll gain: Supply Chain, Supply Chain Management, Supply Chain Planning, Strategic Leadership, Leadership, Sustainable Business, Technology Strategies, Supplier Risk Management, Strategic Decision-Making, Risk Analysis, Corporate Sustainability, Risk Modeling, Strategic Communication, Cost Benefit Analysis, Stakeholder Communications, Cost Reduction, Risk Management, Service Level, Working Capital
Advanced · Course · 1 - 4 Weeks
Saïd Business School, University of Oxford
Skills you'll gain: Generative AI, Generative AI Agents, Google Gemini, Content Creation, Media Strategy, Artificial Intelligence and Machine Learning (AI/ML), ChatGPT, Photo/Video Production and Technology, Responsible AI, AI Security, Artificial Intelligence, Machine Learning, Digital Media Strategy, AI Workflows, Machine Learning Algorithms, Digital Transformation, Algorithms, Business Ethics, Artificial Neural Networks, Agentic systems
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Derivatives, Futures Exchange, Market Data, International Finance, Risk Management Framework, Financial Trading, Economics, Financial Management, Credit Risk, Financial Systems, Financial Policy, Financial Data, Risk Management, Forecasting, Financial Forecasting, Market Dynamics, Market Trend, Excel Formulas, Budgeting, Financial Market
Beginner · Specialization · 3 - 6 Months

Simplilearn
Skills you'll gain: Terraform, Infrastructure as Code (IaC), Security Controls, AWS CloudFormation, Cloud Security, Cloud Infrastructure, Cloud Management, Multi-Cloud, Private Cloud, Power Platform CLI, Collaborative Software, Configuration Management, Command-Line Interface, Data Security, vCenter Server Management, Version Control, Data Migration, Resource Management, Mitigation
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Data-Driven Marketing, Strategic Communication, Journey Mapping, Marketing Communications, Marketing Strategies, Digital Media Strategy, Marketing Analytics, Digital Marketing, Marketing Automation, Marketing Channel, Cross-Channel Marketing, AI Personalization, Media and Communications, Data-Driven Decision-Making, Personalized Campaigns, MarTech, Online Advertising, Integrated Marketing Communications, Communication Strategies, Social Media
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Unsupervised Learning, Seaborn, Matplotlib, Predictive Modeling, Data Preprocessing, Supervised Learning, NumPy, Plot (Graphics), Model Evaluation, Applied Machine Learning, Predictive Analytics, Dimensionality Reduction, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, PyTorch (Machine Learning Library), Scatter Plots, Python Programming, Data Science, Machine Learning, Data Analysis
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Video Game Development, Game Design, Development Environment, UI Components, Data Structures, Computer Programming, Programming Principles, Program Development, Application Development, Scripting Languages, Computational Logic, Human Computer Interaction, Data Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Salesforce, Salesforce Development, Customer Relationship Management (CRM) Software, Customer Relationship Management, Data Validation, Cloud Computing Architecture, Object-Relational Mapping, Cloud Computing, Application Design, Data Integrity, System Configuration, Relationship Management, Automation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Consulting, Business Consulting, Management Consulting, Project Scoping, Executive Presence, Dashboard, Problem Solving, Verbal Strategic Communication, Research Reports, Strategic Thinking, Complex Problem Solving, Business Communication, Business Analysis, Business Solutions, Business Research, Report Writing, Solution Delivery, Strategic Leadership, Stakeholder Management, Financial Modeling
Advanced · Course · 1 - 3 Months

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

Skills you'll gain: Google Analytics, Marketing Analytics, Data-Driven Marketing, Web Analytics, Campaign Management, Marketing Strategies, Digital Analysis, Analytics, Performance Measurement, Target Audience, Trend Analysis, Digital Marketing, Performance Reporting, Performance Analysis, Business Reporting, Time Series Analysis and Forecasting
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Analytics
Beginner · Course · 1 - 4 Weeks