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
Google
Skills you'll gain: Data Presentation, Interactive Data Visualization, Analytics, Business Analytics, Performance Measurement, Data Wrangling, AI Personalization, Artificial Intelligence, Generative AI, Simulation and Simulation Software, Google Workspace
University of Colorado Boulder
Skills you'll gain: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Statistical Programming, R (Software), Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Statistical Software, Microsoft Excel, Statistics, Data Analysis
Skills you'll gain: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Data Import/Export, NumPy, Business Reporting, Jupyter, Data Visualization, Data Wrangling, Microsoft Excel, Data Transformation, Data Analysis Software, Data Analysis, Data Cleansing, Analytics, Business Analytics, Python Programming, Data Preprocessing, Performance Analysis, Numerical Analysis
Skills you'll gain: Power BI, Data Ethics, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Business Intelligence, Analysis, Data Visualization, Statistics, Statistical Methods, Advanced Analytics, Data Analysis Expressions (DAX), Analytics, Data-Driven Decision-Making, Exploratory Data Analysis, Time Series Analysis and Forecasting, Spatial Data Analysis, Scatter Plots, Forecasting
Skills you'll gain: Generative AI, Matplotlib, Data Visualization, Data Literacy, Plotly, Data Ethics, Plot (Graphics), Generative Model Architectures, Data Cleansing, Data Presentation, Interactive Data Visualization, Pandas (Python Package), Data Quality, Exploratory Data Analysis, Generative Adversarial Networks (GANs), Data Manipulation, Model Evaluation, Responsible AI, Data Analysis, Machine Learning
S.P. Jain Institute of Management and Research
Skills you'll gain: Descriptive Statistics, Data Analysis, Sampling (Statistics), Probability & Statistics, Statistical Analysis, Statistics, Regression Analysis, Data-Driven Decision-Making, Statistical Methods, Statistical Hypothesis Testing, Probability Distribution, Variance Analysis
Corporate Finance Institute
Skills you'll gain: Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Dashboard, Data Transformation, Data Visualization, Dashboard Creation, Data Analysis, Data Analysis Software, Excel Formulas, Data Visualization Software, Data Presentation, Data Manipulation
Fractal Analytics
Skills you'll gain: Database Design, Data Manipulation, SQL, Relational Databases, Database Management, Data Analysis, Database Development, Data Cleansing, Databases, MySQL Workbench
Coursera
Skills you'll gain: Data-Driven Decision-Making, Business Analytics, Microsoft Excel, Data Storytelling, Data Visualization, Excel Formulas, Data Analysis, Data Presentation, Customer Analysis, Descriptive Analytics, Statistical Analysis, Business Reporting, Performance Analysis, Descriptive Statistics, Google Sheets
Skills you'll gain: Data Visualization, Spreadsheet Software, Correlation Analysis, Google Sheets, Dashboard, Dashboard Creation, Data Analysis, Data Storytelling, Tableau Software, Descriptive Statistics, Data Cleansing, Marketing Analytics, Data Manipulation, SQL
Skills you'll gain: Responsible AI, Microsoft Excel, Prompt Engineering, Analytics, Data Analysis, Presentations, Analytical Skills, Management Reporting, Spreadsheet Software, Business Analytics, Analysis, Excel Formulas, Proposal Development, Business Analysis, Data Ethics, Business Reporting, Data Science, Decision Support Systems, Business Operations, Strategic Decision-Making
Wesleyan University
Skills you'll gain: Regression Analysis, Data Storytelling, Logistic Regression, Data Visualization, Statistical Hypothesis Testing, Descriptive Statistics, Data Presentation, Statistical Analysis, Statistical Software, Correlation Analysis, Exploratory Data Analysis, Decision Tree Learning, Data Visualization Software, Data Management, Data Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Machine Learning, Statistics
