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.

Macquarie University
Skills you'll gain: Data Visualization, Data Analysis, Data Wrangling, Data Manipulation, Exploratory Data Analysis, Jupyter, Data Import/Export, Data Transformation, Statistical Methods, Data Preprocessing, Python Programming, Data Processing, Data Dictionary, Data Mapping, Data Structures, Feature Engineering, Data Management, Data Storage, Scripting Languages, Model Training
Beginner · Course · 1 - 3 Months

Skills you'll gain: Pandas (Python Package), Data Analysis, Analytics, Exploratory Data Analysis, Data Manipulation, Jupyter, Matplotlib, Data Visualization, Programming Principles, Data Cleansing, Data Visualization Software, Python Programming
★ 4.3 (248) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Pandas (Python Package), Data Manipulation, Data Wrangling, Data Transformation, Data Import/Export, Data Cleansing, Data Integration, Data Processing, Microsoft Excel, Exploratory Data Analysis, Jupyter, Data Analysis, File I/O, Data Science, Python Programming, Data Visualization
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Rmarkdown, Box Plots, Plot (Graphics), Descriptive Statistics, Scatter Plots, Histogram, Jupyter, Matplotlib, Data Presentation, Statistical Visualization, Data Visualization, Data Manipulation, R (Software), Statistical Hypothesis Testing, Regression Analysis, Correlation Analysis, Data Import/Export, Data Analysis, R Programming, Python Programming
★ 4 (26) · Beginner · Specialization · 3 - 6 Months

Wesleyan University
Skills you'll gain: Decision Tree Learning, Predictive Modeling, Model Evaluation, Random Forest Algorithm, Applied Machine Learning, Predictive Analytics, Machine Learning Methods, Unsupervised Learning, Machine Learning Algorithms, Machine Learning, Data Analysis, Exploratory Data Analysis, Regression Analysis, Python Programming
★ 4.2 (330) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Data Engineering, Relational Databases, PostgreSQL, Database Design, Data Pipelines, Data Processing, SQL, Data Modeling, Data Validation, Data Quality, Data Architecture, Extract, Transform, Load, Data Structures, Data Management, Data Transformation, Data Science, Data Analysis, Git (Version Control System), Version Control, Python Programming
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization, Data Presentation, Pandas (Python Package), Data Visualization Software, Scatter Plots, Jupyter, Data Analysis, Data Science, Data Manipulation, Python Programming, Context Management
Intermediate · Course · 1 - 4 Weeks

Packt
Skills you'll gain: NumPy, Time Series Analysis and Forecasting, Scikit Learn (Machine Learning Library), Predictive Modeling, Pandas (Python Package), Matplotlib, Plot (Graphics), Data Analysis, Predictive Analytics, Data Visualization, Database Management, Applied Machine Learning, Databases, Text Mining, Data Manipulation, Data Science, Python Programming, Statistical Analysis, Data Wrangling, Big Data
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Cleansing, Data Manipulation, Data Integration, Data Transformation, Data Quality, Data Processing, Pivot Tables And Charts, Data Validation, Jupyter, Data Analysis, Data Structures, Performance Tuning, Analysis, Programming Principles, Data Import/Export, Exploratory Data Analysis, Analytics, Development Environment, Python Programming, Data Management
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Plotly, Model Evaluation, NumPy, Statistical Methods, Probability & Statistics, Plot (Graphics), Dashboard, Statistics, Pandas (Python Package), Data Analysis, Statistical Analysis, Regression Analysis, Dashboard Creation, Data Manipulation, Python Programming, Analytics, Applied Machine Learning, Probability, Data Science, Performance Tuning
★ 4.4 (33) · Intermediate · Specialization · 3 - 6 Months
University of Michigan
Skills you'll gain: File I/O, Data Structures, Data Processing, Data Analysis, Python Programming, Data Manipulation, Software Installation, Development Environment
★ 4.9 (97K) · Beginner · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Matplotlib, Statistical Visualization, Statistical Inference, Statistical Analysis, Seaborn, Statistical Programming, Analytics, Statistical Methods, Descriptive Statistics, Statistical Modeling, Data Manipulation, Programming Principles, Python Programming, Regression Analysis
★ 4.4 (29) · Beginner · Course · 1 - 3 Months