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 California San Diego
Skills you'll gain: Statistical Analysis, Experimentation, Usability Testing, Usability, User Experience Design, Statistical Programming, Statistical Hypothesis Testing, Data Analysis, Statistical Methods, UI/UX Research, R Programming, User Experience, Data Collection, Human Computer Interaction, Statistics, Data Validation, Statistical Modeling, Regression Analysis, Logistic Regression
Skills you'll gain: Flutter (Software), Scalability, Code Reusability, Software Design, Application Design, Dataflow, Program Development, Computational Logic, Functional Design, Application Development, Computer Programming, Software Architecture, Web Applications, Automation, Programming Principles, Data Analysis
Fractal Analytics
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Generative Model Architectures, Data Preprocessing, AI literacy, Business Intelligence, Data Quality, Analytics, Data Analysis, Business Ethics, Business Analytics, Machine Learning Algorithms, Artificial Neural Networks, Machine Learning, Deep Learning, Data Science, Python Programming, Predictive Modeling, Unsupervised Learning
Skills you'll gain: Apache Spark, Data Pipelines, PySpark, Real Time Data, Data Transformation, SQL, Data Processing, Data Analysis
Rutgers the State University of New Jersey
Skills you'll gain: Inventory Management, Inventory Control, Supply Chain, Operations Management, Business Analytics, Supply Chain Management, Data Analysis, Pareto Chart, Data-Driven Decision-Making, Data Visualization, Data Storytelling, Benchmarking, Critical Thinking and Problem Solving, Statistical Analysis, Excel Formulas
University of California, Irvine
Skills you'll gain: Supply Chain Planning, Demand Planning, Customer Demand Planning, Supply Chain Management, Supply Chain, Capacity Planning, Materials Management, Forecasting, Material Requirements Planning, Performance Measurement, Microsoft Excel, Communication Planning, Excel Formulas, Performance Metric, Capacity Management, Data-Driven Decision-Making, Statistical Methods, Key Performance Indicators (KPIs), Data Analysis, Meeting Facilitation
Skills you'll gain: Time Series Analysis and Forecasting, Statistical Modeling, Forecasting, Predictive Modeling, Exploratory Data Analysis, Correlation Analysis, Statistical Software, Data Analysis Software, Model Evaluation, Analysis, Statistical Methods, Data Analysis, Verification And Validation, Plot (Graphics), Statistical Hypothesis Testing
Johns Hopkins University
Skills you'll gain: R (Software), R Programming, Statistical Programming, Statistical Analysis, Statistical Methods, Debugging, File I/O, Data Analysis, Simulations, Programming Principles, Code Reusability, Data Import/Export, Data Processing, Data Structures, Data Manipulation, Computer Programming, Performance Tuning, Software Installation
Duke University
Skills you'll gain: Business Metrics, Digital Analysis, Analytics, Business Analytics, Performance Measurement, Performance Metric, Marketing Analytics, Big Data, Business Analysis, Key Performance Indicators (KPIs), Data Analysis, Web Analytics, Digital Transformation, Case Studies, Data-Driven Decision-Making, Data Literacy, Culture Transformation
Skills you'll gain: Exploratory Data Analysis, Scatter Plots, Data Analysis, Correlation Analysis, Box Plots, Descriptive Statistics, Pandas (Python Package), Data Visualization, Plot (Graphics), Analysis, Histogram, Statistical Analysis, Python Programming, Software Installation
Skills you'll gain: Data Visualization, Plot (Graphics), Data Visualization Software, Statistical Visualization, Interactive Data Visualization, Visualization (Computer Graphics), Javascript, Data Analysis, Microsoft Visual Studio
Universidad Nacional Autónoma de México
Skills you'll gain: Exploratory Data Analysis, Matplotlib, Pandas (Python Package), Data Visualization, Extract, Transform, Load, Plot (Graphics), Data Analysis, NumPy, Data Visualization Software, Package and Software Management, Time Series Analysis and Forecasting, Data Science, Analysis, Jupyter, Graphing, Data Wrangling, Software Installation, Python Programming, Computational Thinking, Mac OS
In summary, here are 10 of our most popular data analysis courses
- Designing, Running, and Analyzing Experiments: University of California San Diego
- Apply Dart Programming from Fundamentals to Advanced: EDUCBA
- Unlocking AI and ML : Your Path to Smart Business Solutions: Fractal Analytics
- Real-time analytics with Spark: User Activity Monitoring: Coursera
- Inventory Analytics: Rutgers the State University of New Jersey
- Supply Chain Planning: University of California, Irvine
- Univariate Time Series Analytics & Modeling with EViews: EDUCBA
- R البرمجة باستخدام لغة: Johns Hopkins University
- 데이터 중심 기업을 위한 비즈니스 지표: Duke University
- Análisis Exploratorio de Datos con Python: Coursera
