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: Cloud Computing Architecture, Wireless Networks, Cloud Technologies, Cloud Computing, Cloud Services, Internet Of Things, Cloud Platforms, Local Area Networks, Emerging Technologies, Computing Platforms, Network Architecture, Telecommunications, Amazon Web Services, Cloud-Based Integration, General Networking, Infrastructure As A Service (IaaS), Infrastructure Architecture, Hardware Architecture, Network Infrastructure, Network Protocols
Beginner · Course · 1 - 3 Months

Skills you'll gain: MySQL Workbench, Database Design, MySQL, Database Development, Database Systems, Relational Databases, Databases, Database Management, SQL, Data Maintenance, Data Entry, Data Manipulation, Data Analysis, Data Science
Beginner · Guided Project · Less Than 2 Hours

DeepLearning.AI
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Prompt Engineering, Vector Databases, Embeddings, System Monitoring, Application Security, Fine-tuning, Artificial Intelligence, Model Evaluation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Agile Project Management, Sprint Planning, Jira (Software), Agile Product Development, Agile Methodology, AI Enablement, Scrum (Software Development), Project Management Software, AI Workflows, AI Orchestration, Project Management, Artificial Intelligence, Project Risk Management, Artificial Intelligence and Machine Learning (AI/ML), Project Management Life Cycle, Project Planning, Project Scoping, Generative AI Agents, Generative AI
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Ajax, Javascript, Frontend Integration, JavaScript Frameworks, Jest (JavaScript Testing Framework), JSON, Application Programming Interface (API), Code Reusability, Web Development Tools, Restful API, Front-End Web Development, Web Development, Full-Stack Web Development, Frontend Performance, Web Design, Back-End Web Development, Build Tools, Development Environment, Application Deployment, Package and Software Management
Beginner · Course · 1 - 4 Weeks

Rice University
Skills you'll gain: Oral Expression, Presentations, Technical Communication, Verbal Communication Skills, Public Speaking, Infographics, Interactive Data Visualization, Persuasive Communication, Communication Strategies, Communication, Verbal Strategic Communication, Non-Verbal Communication, Graphic and Visual Design, Stress Management
Mixed · Course · 1 - 3 Months

Skills you'll gain: Variance Analysis, Performance Measurement, Performance Reporting, Management Reporting, Budgeting, Financial Data, Performance Analysis, Financial Reporting, Business Metrics, Financial Analysis, Management Accounting, Cost Control, Cost Accounting, Performance Metric, Profit and Loss (P&L) Management, Operational Performance Management, Key Performance Indicators (KPIs), Customer Analysis, Operating Budget, Finance
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Containerization, Docker (Software), Microservices, Version Control, Git (Version Control System), Development Environment, Application Deployment, Software Architecture, Application Programming Interface (API), Virtual Networking, Nginx, Frontend Integration, System Configuration, Computer Networking, Data Persistence
Beginner · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Statistical Machine Learning, Model Evaluation, Statistical Methods, Logistic Regression, Statistical Modeling, Python Programming, Supervised Learning, Machine Learning Methods, Machine Learning, Classification Algorithms, Regression Analysis, Statistical Analysis, Applied Machine Learning, Predictive Modeling, Probability & Statistics, Bayesian Statistics, Dimensionality Reduction, Statistical Hypothesis Testing, Model Optimization, Feature Engineering
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Regression Analysis, Supervised Learning, Model Evaluation, Statistical Analysis, Model Training, Data Analysis, Statistical Machine Learning, Statistical Modeling, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Statistical Methods, Model Optimization
Intermediate · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: AI Orchestration, AI Workflows, Retrieval-Augmented Generation, Generative Model Architectures, LLM Application, Decision Intelligence, Solution Architecture, Generative AI, AI Product Strategy, AI literacy, Generative AI Agents, Artificial Intelligence, Unstructured Data, Systems Architecture, Agentic systems, Software Architecture, Feasibility Studies, Large Language Modeling, Token Optimization, Vector Databases
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Email Marketing, Email Automation, Marketing Automation, Campaign Management, Digital Marketing, Marketing Strategies, Campaign Planning, Personalized Campaigns, Marketing Analytics, Automation, Customer Engagement, Performance Analysis, Customer Relationship Building, Target Audience
Mixed · Course · 1 - 4 Weeks