Statistics for Data Analysis Courses
Statistics for data analysis courses can help you learn descriptive statistics, inferential statistics, hypothesis testing, and regression analysis. You can build skills in data visualization, interpreting results, and making data-driven decisions. Many courses introduce tools like R, Python, and Excel, that support performing statistical analyses and creating visual representations of data.
Popular Statistics for Data Analysis Courses and Certifications
Google Cloud
Skills you'll gain: Data Loss Prevention, Personally Identifiable Information, Information Privacy, JSON, Data Access, Data Security, Cloud Security, Cloud API, Google Cloud Platform, Cloud Storage
Skills you'll gain: Spreadsheet Software, Google Sheets, Microsoft Excel, Data Visualization, Excel Formulas, Data Entry, Data Analysis, Financial Modeling, Expense Management
University of California, Irvine
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning, Data Science, Data Analysis, Data Architecture, AI literacy, Business Analysis, Cloud Engineering
Skills you'll gain: Computational Thinking, Algorithms, Program Development, Theoretical Computer Science, Software Development, Software Engineering, Programming Principles, Data Structures, Computer Programming, Javascript, Computer Science, Web Development
Skills you'll gain: Data Analysis Expressions (DAX), Azure DevOps, Azure DevOps Pipelines, Power BI, Model Optimization, Data Lakes, Data Architecture, Data Modeling, Performance Tuning, Development Environment, Data Warehousing, Security Controls, Data Store, Data Storage Technologies, Process Optimization, Data Security, Application Deployment, Git (Version Control System), Data Analysis, Python Programming
Google Cloud
Skills you'll gain: Data Import/Export, Cloud Management, Data Migration, Serverless Computing, File Management, Cloud Computing, Cloud Storage, Google Cloud Platform, Data Store, Database Development
American Psychological Association
Skills you'll gain: Quantitative Research, Scientific Methods, Research Design, Science and Research, Research Methodologies, Surveys, Research, Research and Design, Qualitative Research, Data Collection, Social Sciences, Peer Review, Experimentation, Data Analysis, Psychology, Sampling (Statistics)
Skills you'll gain: Kubernetes, YAML, Docker (Software), Cloud-Native Computing, Application Deployment, Containerization, Devops Tools, Node.JS, Development Environment, Control Panels, Servers, Command-Line Interface, Scalability, Software Installation
Skills you'll gain: Query Languages, MySQL, Database Systems, SQL, Database Software, Databases, Data Store, Performance Tuning, Software Installation, Document Management, Data Management, Microsoft Windows, System Configuration
Skills you'll gain: Stored Procedure, Database Development, SQL, Database Management, Database Architecture and Administration, Test Script Development, Data Integrity, Query Languages, Performance Tuning, Continuous Deployment, Data Transformation, Data Migration, CI/CD, Jest (JavaScript Testing Framework), Verification And Validation, Debugging, Auditing, Plan Execution, Statistical Hypothesis Testing, Computer Graphic Techniques
LearnQuest
Skills you'll gain: Containerization, File I/O, Package and Software Management, Unified Modeling Language, Software Testing, Docker (Software), Development Environment, Unit Testing, Application Deployment, Plot (Graphics), Pandas (Python Package), Scripting, Data Modeling, DevOps, Data Persistence, Programming Principles, Python Programming, Scripting Languages, Data Structures, Computer Programming
University of Michigan
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Reinforcement Learning, Research Reports, Machine Learning, Scenario Testing, Environmental Monitoring
In summary, here are 10 of our most popular statistics for data analysis courses
- Data Loss Prevention: Qwik Start - JSON: Google Cloud
- Spreadsheets for Beginners using Google Sheets: Coursera
- Identifying the Right Role for Yourself: University of California, Irvine
- Data Structures and Algorithms: Binary Search: Scrimba
- Optimizing Data Models and Performance in Microsoft Fabric: Packt
- Importing Data to a Firestore Database: Google Cloud
- Methods for Quantitative Research in Psychology: American Psychological Association
- Kubernetes for Beginners: Packt
- MongoDB Tutorial for Beginners (2024): Packt
- SQL Performance, Testing, and Data Integrity: Coursera
