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.

O.P. Jindal Global University
Skills you'll gain: Text Mining, Customer Analysis, Data Ethics, Data Mining, Customer Insights, Marketing Analytics, Unstructured Data, Data-Driven Marketing, Marketing, Data Processing, Responsible AI, MarTech, Applied Machine Learning, Customer experience improvement, Brand Management, Data Capture, Natural Language Processing, Predictive Analytics, Machine Learning, Data Preprocessing
Beginner · Course · 1 - 3 Months
Macquarie University
Skills you'll gain: Data Visualization, Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Entry, Data Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Dashboard Creation, Data Visualization, Interactive Data Visualization, Prompt Patterns, Project Risk Management, Performance Reporting, AI literacy, Risk Analysis, Data-Driven Decision-Making, Project Management Software, Project Performance, Project Portfolio Management, Business Metrics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Diagram Design, Unified Modeling Language, Process Modeling, Model Deployment, Information Privacy, MLOps (Machine Learning Operations), Application Programming Interface (API), AI Product Strategy, Analysis, Data Pipelines, Cloud API, Feature Engineering, Cost Management, Performance Analysis
Intermediate · Course · 1 - 4 Weeks
Madecraft
Skills you'll gain: AI Personalization, MarTech, Applied Machine Learning, Machine Learning Methods, AI Enablement, Marketing, Generative AI, Machine Learning, Natural Language Processing, Data Strategy, Data Quality, Data Literacy, Personalized Campaigns, Text Mining, Culture Transformation, Artificial Intelligence, Supervised Learning, Prompt Engineering, AI Workflows, Computer Vision
Beginner · Course · 1 - 3 Months

Skills you'll gain: Marketing Automation, Application Programming Interface (API), Content Scheduling, Content Development and Management, Google Sheets, Calendar Management, ChatGPT, Digital Marketing Tools, Content Creation, AI Integrations, Digital Marketing, Prompt Engineering, Automation, Content Strategy, Brand Management, Project Management
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Cloud Deployment, Amazon Web Services, Cloud Hosting, Cloud Management, System Monitoring, Scalability, Cloud Computing, Performance Tuning, Application Lifecycle Management, Dashboard Creation, Security Controls, Data Maintenance
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Amazon Web Services, Database Administration, Database Systems, Database Management Systems, Database Architecture and Administration, Relational Databases, Database Management, Distributed Computing, Data Integrity, Data Storage
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Javascript, Event-Driven Programming, Web Development, HTML and CSS, Scripting, Web Applications, Hypertext Markup Language (HTML), Programming Principles, Front-End Web Development, Interactive Design
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Import/Export, Apache Airflow, Cloud Storage, Data Migration, Google Cloud Platform, Extract, Transform, Load, Data Pipelines, Cloud Management, Data Storage, Cloud-Based Integration, Configuration Management
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Model Evaluation, Apache Spark, Google Cloud Platform, Logistic Regression, Predictive Modeling, Big Data, Model Training, Data Preprocessing, Applied Machine Learning
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Financial Trading, Securities Trading, Hedge Accounting, Financial Market, Risk Management, Investments, Derivatives, Risk Mitigation, Securities (Finance), Investment Management, Market Data, Market Opportunities, Quantitative Research, Equities, Finance, Financial Data, Mortgage Loans, Real Time Data, Course Development, Core Data (Software)
Mixed · Course · 1 - 4 Weeks