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.

Pearson
Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, DevOps, Data Processing, Model Training, Data Collection, Data Management, Cloud Deployment, Model Evaluation, Machine Learning Methods, Automation, Data Pipelines, Feature Engineering, Continuous Monitoring
Intermediate · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Database Design, Software Design, Application Security, User Experience Design, Vulnerability Assessments, Database Theory, Unified Modeling Language, Unit Testing, Usability, UI/UX Research, Threat Modeling, Usability Testing, User Interface and User Experience (UI/UX) Design, Vulnerability Management, Data Flow Diagrams (DFDs), Relational Databases, Software Visualization, Security Software, Systems Development Life Cycle, Software Development Life Cycle
Beginner · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Google Ads, Campaign Planning, Online Advertising, Search Engine Marketing, Campaign Management, Keyword Research, Marketing Budgets, Advertising Campaigns, Advertising, Pay Per Click Advertising, Marketing, Bidding, Digital Marketing, Paid media, Budget Management
Beginner · Guided Project · Less Than 2 Hours

University of Cambridge
Skills you'll gain: User Experience Design, Storytelling, Oral Expression, Design, User Centered Design, Design Thinking, Human Centered Design, Visual Design, Design Research, Design Elements And Principles, Design Strategies, Creativity, Creative Thinking
Beginner · Course · 1 - 3 Months

Infosec
Skills you'll gain: Digital Forensics, grep, TCP/IP, Network Protocols, Data Security, General Networking, Record Keeping, Data Integrity, File Management, Ethical Standards And Conduct, Encryption, Algorithms
Intermediate · Course · 1 - 3 Months
University of Virginia
Skills you'll gain: Revenue Management, Global Marketing, Consumer Behaviour, Marketing Psychology, Customer Insights, Customer Analysis, Case Studies, Market Research, Behavioral Economics, Decision Making, Analysis
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Responsible AI, Data Ethics, HR Tech, AI Personalization, Automation, Employee Surveys, Employee Onboarding, Human Resource Strategy, AI Integrations, Generative AI, Ethical Standards And Conduct, Document Management, ChatGPT, Employee Engagement, Data Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Make.com, LinkedIn, Marketing Automation, Generative AI Agents, Social Media Content, Digital Marketing Tools, Social Media Marketing, AI Integrations, Application Programming Interface (API), Generative AI, Content Creation, Automation, OpenAI API, Artificial Intelligence, Content Marketing, Workflow Management
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: SQL, Report Writing, Data Cleansing, Analytics, Data Analysis, Data Manipulation, Data Wrangling, Analytical Skills, Prompt Engineering Tools, Business Analysis, Technical Communication
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Hugging Face, Model Evaluation, LLM Application, Large Language Modeling, Retrieval-Augmented Generation, Computer Programming, Generative Model Architectures
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: AI Personalization, Customer Insights, ChatGPT, Generative AI, Call Center Experience, Customer experience improvement, Customer Analysis, Customer Engagement, AI Integrations, AI Workflows, Customer Service, Process Optimization, Customer Support, Operational Efficiency, Automation, Analysis
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Customer experience improvement, Journey Mapping, Generative AI, Customer Insights, AI Personalization, Customer Analysis, ChatGPT, Customer experience strategy (CX), Data-Driven Marketing, Real Time Data, AI Integrations, Analysis, Design
Intermediate · Course · 1 - 4 Weeks