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
Skills you'll gain: Git (Version Control System), Data Visualization, Data Presentation, Generative AI, Version Control, Matplotlib, Exploratory Data Analysis, Data Cleansing, Pandas (Python Package), R Programming, Tidyverse (R Package), Ggplot2, Jupyter, Python Programming, Microsoft Visual Studio, Statistical Visualization, Data Storytelling, GitHub, NumPy, Machine Learning Methods
University of Michigan
Skills you'll gain: Generative AI, ChatGPT, Data Visualization, Governance, Data Governance, Data Analysis, AI literacy, Large Language Modeling, Data Management, Law, Regulation, and Compliance, Stakeholder Analysis, Data Ethics, Stakeholder Engagement, Regulatory Requirements, Artificial Intelligence, Risk Analysis, Regulation and Legal Compliance, Business Economics, Prompt Engineering, Risk Management
University of Colorado Boulder
Skills you'll gain: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Probability & Statistics, Scatter Plots, Statistics, Microsoft Excel, Excel Formulas, Data Analysis, Statistical Methods
Skills you'll gain: SQL Server Reporting Services, Data Visualization, Dashboard, Dashboard Creation, Interactive Data Visualization, Data Presentation, Microsoft Excel, Excel Macros, Data Visualization Software, Excel Formulas, Microsoft SQL Servers, Business Reporting, Business Intelligence, SQL, Data Analysis, Analytics, Automation, Analysis, Business, Design
Macquarie University
Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Statistics, Descriptive Statistics, Probability & Statistics, Microsoft Excel, Data Analysis, Statistical Analysis, Statistical Inference, Statistical Methods, Spreadsheet Software, Excel Formulas, Sampling (Statistics), Data-Driven Decision-Making, Box Plots, Probability Distribution, Descriptive Analytics, Data Visualization, Data Visualization Software, Variance Analysis
Tableau Learning Partner
Skills you'll gain: Exploratory Data Analysis, Tableau Software, Data Preprocessing, Data Analysis, Data Visualization, Descriptive Statistics, Predictive Analytics, Box Plots, Statistical Analysis, Scatter Plots, Analytics, Histogram, Data Manipulation, Regression Analysis, Correlation Analysis
Skills you'll gain: Classification And Regression Tree (CART), Data-Driven Decision-Making, Minitab, Regression Analysis, Descriptive Statistics, Statistical Hypothesis Testing, Case Studies, Business Analytics, Data Visualization, Analytics, Decision Tree Learning, Predictive Analytics, Estimation, Statistical Visualization, Microsoft Excel, Statistical Analysis, Data Visualization Software, Data Analysis, Decision Making, Data Preprocessing
Skills you'll gain: Plot (Graphics), Data Visualization, Data Presentation, Interactive Data Visualization, Data Import/Export, Technical Communication, Data Analysis, Exploratory Data Analysis, Data Science, Matlab, Statistical Analysis, Probability & Statistics, Descriptive Statistics, Data Manipulation, Scripting
Skills you'll gain: PostgreSQL, Relational Databases, Database Design, Database Development, Databases, Database Management, SQL, Database Management Systems, Data Integrity, Business Intelligence, Data Analysis, Data Manipulation
LearnQuest
Skills you'll gain: Data Analysis, Analytics, Spreadsheet Software, Exploratory Data Analysis, Descriptive Analytics, Data Cleansing, Data Collection, Advanced Analytics, Statistics, R (Software), Predictive Analytics, Query Languages, Data Visualization
Vanderbilt University
Skills you'll gain: SQL, Generative AI, Data Visualization, Data Analysis, Debugging, ChatGPT, Databases, Data Validation
Skills you'll gain: Spreadsheet Software, Dashboard Creation, Dashboard, Google Sheets, Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Business Reporting, Data Cleansing, Data Manipulation, Data Presentation, Data Analysis, Collaborative Software, Data Visualization, Data Transformation, Data Preprocessing, Analytical Skills, Data Quality, Statistical Analysis, Data Maintenance
