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
University of Michigan
Skills you'll gain: Data Visualization, Data Analysis, Generative AI, Data Management, Problem Solving
Macquarie University
Skills you'll gain: Data Visualization, Statistical Inference, Statistical Hypothesis Testing, Data-Driven Decision-Making, Descriptive Statistics, Statistical Analysis, Statistical Methods, Sampling (Statistics), Excel Formulas, Spreadsheet Software, Box Plots, Time Series Analysis and Forecasting, Data Analysis Software, Statistical Modeling, Advanced Analytics, Financial Forecasting, Probability Distribution, Descriptive Analytics, Variance Analysis, Predictive Modeling
Macquarie University
Skills you'll gain: Microsoft Excel, Excel Formulas, Data Transformation, Data Analysis, Data Cleansing, Data Manipulation, Business Requirements, Data Preprocessing, Automation
Duke University
Skills you'll gain: Predictive Modeling, Microsoft Excel, Excel Formulas, Classification Algorithms, Data-Driven Decision-Making, Business Analytics, Data Analysis, Model Evaluation, Business Risk Management
Skills you'll gain: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Data Manipulation, Computer Programming
Skills you'll gain: A/B Testing, Statistical Hypothesis Testing, Statistical Methods, Advanced Analytics, Statistical Analysis, Correlation Analysis, Data Analysis, Report Writing, Analytics, Analysis, Analytical Skills, Data-Driven Decision-Making
Wesleyan University
Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Statistical Software, Correlation Analysis, Statistical Programming, Data Analysis Software, SAS (Software), Data Analysis, Statistical Methods, Probability & Statistics, Analytical Skills, Data Management, Statistical Inference
Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Python Programming
University of Leeds
Skills you'll gain: Exploratory Data Analysis, Data Cleansing, Statistical Visualization, Statistical Modeling, Data Visualization, Statistics, R (Software), Data Analysis, Probability & Statistics, Statistical Inference, Descriptive Statistics, Box Plots, Histogram, Probability, Simulations
Skills you'll gain: Data Preprocessing, Correlation Analysis, Seaborn, Data Cleansing, Data Visualization, Statistical Analysis, Data Analysis, Data Integration, Statistics, Python Programming
Skills you'll gain: Matplotlib, Seaborn, Exploratory Data Analysis, Data Visualization, Pandas (Python Package), Plot (Graphics), Statistical Visualization, Data Analysis, Python Programming
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
