Data collection courses can help you learn survey design, sampling techniques, data cleaning, and statistical analysis. You can build skills in qualitative and quantitative research methods, data visualization, and ethical considerations in data handling. Many courses introduce tools like Excel for data manipulation, R for statistical analysis, and software like Qualtrics for survey creation, showing how these skills are applied in real-world research settings.

Skills you'll gain: Cloud-Native Computing, Cloud Deployment, DevOps, CI/CD, Application Deployment, Cloud Development, Devops Tools, Development Environment, Continuous Delivery, Cloud Applications, Continuous Deployment, Version Control, Continuous Integration, Amazon Web Services, Platform As A Service (PaaS), Git (Version Control System), Data Persistence, Database Development, Interactive Data Visualization, Application Programming Interface (API)
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Google Cloud Platform, Embeddings, Cloud API, Application Programming Interface (API), Unsupervised Learning, Natural Language Processing, Classification Algorithms, Development Environment, Scalability
Intermediate · Course · 1 - 3 Months

Skills you'll gain: SAS (Software), Model Deployment, Model Evaluation, Predictive Analytics, Predictive Modeling, Advanced Analytics, Regression Analysis, Statistical Modeling, Business Analytics, Data Preprocessing, Data-Driven Decision-Making, Data Mining, Feature Engineering, Model Training, Statistical Methods, Statistical Analysis, Decision Tree Learning, Data Transformation, Model Optimization, Artificial Neural Networks
Mixed · Course · 1 - 3 Months
Google Cloud
Skills you'll gain: Google Sheets, Data Validation, Spreadsheet Software, Data Visualization, Google Workspace, Productivity Software, Automation, Data Analysis Software, Business Solutions, Data Integration, Analysis
★ 4.7 (67) · Intermediate · Course · 1 - 3 Months

Universitat Autònoma de Barcelona
Skills you'll gain: Microsoft PowerPoint, Presentations, Microsoft Office, Productivity Software, Microsoft Excel, Microsoft Word, Office Administration, Computer Literacy, Information Technology, Diagram Design, Editing
★ 4.7 (95) · Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Data Pipelines, Dataflow, Data Warehousing, Extract, Transform, Load, Data Quality, Data Cleansing, Data Validation, Performance Tuning, Google Cloud Platform, Data Processing, Apache Spark, Serverless Computing, System Monitoring
★ 4.4 (30) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Optimization, Fine-tuning, Multimodal Prompts, Generative Model Architectures, PyTorch (Machine Learning Library), Model Training, Data Processing, Tensorflow, Knowledge Transfer, Keras (Neural Network Library), Deep Learning, Artificial Neural Networks
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft SQL Servers, SQL, Database Development, Database Software, Database Design, Database Theory, Stored Procedure, Databases, Relational Databases, Transact-SQL, Database Systems, Database Architecture and Administration, Query Languages, Data Integrity, Microsoft Development Tools, Scripting, Authentications, User Accounts
★ 4.9 (7) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Training, System Design and Implementation
Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Cyber Attacks, Data Security, Safety and Security, Cybersecurity, Application Security, Security Software, Computer Security Awareness Training, Cyber Security Strategy, Information Systems Security, Cyber Security Assessment, Security Controls, Disaster Recovery, Data Loss Prevention, Incident Response, Data Storage, Vulnerability Assessments, Patch Management
★ 4.6 (77) · Mixed · Course · 1 - 3 Months

STARWEAVER
Skills you'll gain: Financial Statement Analysis, Credit Risk, Commercial Lending, Lending and Underwriting, Financial Statements, Bank Regulations, Loans, Portfolio Risk, Risk Modeling, Market Data, Risk Mitigation, Financial Analysis, Derivatives, Loan Documentation, General Lending, Financial Data, Financial Services, Portfolio Management, Environmental Social And Corporate Governance (ESG), Project Portfolio Management
★ 4.7 (10) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Query Languages, Data Integrity, Data Manipulation, Data Management
Beginner · Course · 1 - 4 Weeks