Data Analysis Courses for Beginners
Beginner data analysis courses can help you learn data collection techniques, basic statistical concepts, data visualization, and interpretation of results. You can build skills in using spreadsheets for data manipulation, creating charts for visual representation, and applying descriptive statistics to summarize findings. Many courses introduce tools like Excel, Google Sheets, and data visualization software such as Tableau, showing you how to effectively analyze and present data to support decision-making.
Popular Beginner Data Analysis Courses and Certifications
Logical Operations
Skills you'll gain: Data Analysis Expressions (DAX), Microsoft Excel, Pivot Tables And Charts, Report Writing, Data Modeling, Spreadsheet Software, Business Reporting, Data Analysis, Data Analysis Software, Data Presentation, Data Visualization Software, Data Visualization, Microsoft 365, Productivity Software
Skills you'll gain: NumPy, Pandas (Python Package), Image Analysis, Data Manipulation, Matplotlib, Computer Vision, Data Analysis, Plot (Graphics), Interactive Data Visualization, Data Visualization, Geospatial Mapping, JSON, Dashboard, Data Visualization Software, Numerical Analysis, Web Applications, File I/O
Skills you'll gain: Risk Analysis, Data-Driven Decision-Making, Strategic Decision-Making, Decision Intelligence, Decision Making, Analysis, Business Risk Management, Data Analysis, Risk Modeling, Risk Management, Analytical Skills, Risk Appetite, Complex Problem Solving, Strategic Prioritization, Strategic Thinking, Applied Mathematics, Organizational Strategy, Microsoft Excel, Probability, Quantitative Research
Simplilearn
Skills you'll gain: Mathematical Modeling, Linear Algebra, Dimensionality Reduction, Data Analysis, Analytical Skills, Feature Engineering, Applied Machine Learning, Data Science, Data Transformation, Algebra
Skills you'll gain: Mindfulness, Meditation & Breathwork, AI literacy, Self-Awareness, AI Personalization, Mental Concentration, Personal Development, Data Analysis, AI Workflows, Analytical Skills, Artificial Intelligence, Habit Formation, Persona Development, Continuous Monitoring, Generative AI, Psychology
Coursera
Skills you'll gain: Dashboard Creation, Dashboard, Report Writing, Business Reporting, Technical Support, IT Management, Data Analysis, Help Desk Support, Product Support, Data Literacy, AI literacy, System Support, Technical Communication, Data Presentation, Analytical Skills, Data-Driven Decision-Making, Self Service Technologies, Problem Solving
Arizona State University
Skills you'll gain: Generative AI, AI Product Strategy, Responsible AI, Image Analysis, Data Ethics, Data Analysis, Risk Management, Business Ethics, Resource Allocation, Business Risk Management, ChatGPT, AI Integrations, Resource Planning, Ethical Standards And Conduct, Proposal Writing, Risk Analysis, Risk Mitigation, Proposal Development, Budget Management, Model Evaluation
The Hong Kong University of Science and Technology
Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Vibe coding, HTML and CSS, Web Design and Development, AI literacy, Generative AI, Web Development, Web Applications, Python Programming, Data Analysis, Data Mining, AI Workflows, Simulations, Debugging
Skills you'll gain: Data Visualization, Data Presentation, Statistical Visualization, Interactive Data Visualization, Data Visualization Software, Dashboard Creation, Dashboard, Scatter Plots, Data Analysis, Data Manipulation, Software Installation, Data Integration, Data Management
Skills you'll gain: Customer Service, Customer Relationship Management (CRM) Software, Customer experience improvement, Customer Relationship Management, Customer Engagement, Customer Communications Management, Customer Data Management, Customer Analysis, Customer Insights, Driving engagement, Digital Analysis, Customer Support, Digital Marketing, Document Management, User Feedback, Trend Analysis, Drive Engagement, Data Analysis, Analytical Skills
Skills you'll gain: Prompt Engineering, Lean Six Sigma, Pareto Chart, Six Sigma Methodology, Statistical Process Controls, Regression Analysis, Quality Improvement, Generative AI, Quality Monitoring, Quality Management, Process Improvement, ChatGPT, Customer Analysis, Data Analysis, Lean Methodologies, Customer Insights, Statistical Analysis, Data-Driven Decision-Making, Statistical Methods
Skills you'll gain: Surveys, Survey Creation, Customer Insights, Data-Driven Marketing, Data Import/Export, Data Presentation, Market Research, Marketing Analytics, Customer Analysis, Marketing Strategies, Target Audience, Presentations, Data Analysis, Microsoft Excel, Target Market, Pivot Tables And Charts, Data-Driven Decision-Making, Data Storytelling, Spreadsheet Software, Data Capture
In summary, here are 10 of our most popular data analysis courses
- Excel: Modeling with Power Pivot and Reporting Insights: Logical Operations
- Intermediate Python – Libraries, Tools & Practical Projects: Packt
- Master Decision Theory & Frameworks: Coursera
- Linear Algebra for ML and Analytics Training: Simplilearn
- AI Mindfulness: Focus, Guide, Analyze: Coursera
- Support & Reporting: Coursera
- Generative AI in Action: Workplace Transformation: Arizona State University
- AI Code Generation for Everyone: The Hong Kong University of Science and Technology
- Ace Salesforce Certified Tableau Desktop Foundations Exam: Packt
- Analyze and Respond to Customer Sentiment: Coursera
