Top Exploratory Data Analysis Courses - Learn Exploratory Data Analysis Online

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Exploratory Data Analysis

Exploratory Data Analysis Courses

Exploratory Data Analysis courses can help you learn data visualization techniques, statistical summaries, and data cleaning methods. You can build skills in identifying patterns, detecting anomalies, and interpreting results to inform decision-making. Many courses introduce tools like Python, R, and Tableau, which facilitate the analysis and presentation of data insights, allowing you to effectively communicate findings and support data-driven strategies.

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Popular Exploratory Data Analysis Courses and Certifications

Status: Free Trial
University of Michigan
Using Python to Access Web Data
Skills you'll gain: Web Scraping, Restful API, Web Services, JSON, Extensible Markup Language (XML), Network Protocols, Application Programming Interface (API), Data Processing, Hypertext Markup Language (HTML), Python Programming, Data Manipulation, Software Installation
4.8
Rating, 4.8 out of 5 stars
45K reviews
Beginner · Course · 1 - 3 Months
Coursera
Master Data Analysis with Pandas: Learning Path 1 (Enhanced)
Skills you'll gain: Pandas (Python Package), Data Manipulation, Data Analysis, NumPy, Python Programming
4.6
Rating, 4.6 out of 5 stars
28 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera
Mastering Data Analysis with Pandas: Learning Path Part 2
Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Data Wrangling, NumPy, Python Programming
4.8
Rating, 4.8 out of 5 stars
29 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera
Perform basic data analysis tasks using Java streams
Skills you'll gain: Data Import/Export, Data Analysis, Exploratory Data Analysis, Java, Data Processing, Data Manipulation, Java Programming, Statistics
4.5
Rating, 4.5 out of 5 stars
6 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
University of Colorado Boulder
Regression Analysis
Skills you'll gain: Regression Analysis, Supervised Learning, Model Evaluation, Logistic Regression, Statistical Analysis, Data Analysis, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Feature Engineering, Data Preprocessing, Exploratory Data Analysis
4.9
Rating, 4.9 out of 5 stars
10 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Microsoft
Coding and Automation for Data Analysis with Generative AI
Skills you'll gain: Prompt Engineering, Excel Formulas, Generative AI, Data Pipelines, Responsible AI, Data Processing, Debugging, Microsoft Excel, Automation, Data Transformation, Artificial Intelligence, Data Analysis, SQL, Natural Language Processing
4.5
Rating, 4.5 out of 5 stars
10 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Coursera
Sales Analysis with Claude: Data Driven Sales Analytics
Skills you'll gain: Anthropic Claude, Business Intelligence, Data Presentation, Data Visualization, Trend Analysis, Sales, Business Analytics, Sales Strategy, Data-Driven Decision-Making, Data Analysis, Business Strategy, Business Analysis, AI Enablement
Intermediate · Guided Project · Less Than 2 Hours
Coursera
Mastering Data Analysis with Pandas: Learning Path Part 4
Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Time Series Analysis and Forecasting, Python Programming
4.8
Rating, 4.8 out of 5 stars
18 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera
Mastering Data Analysis with Pandas: Learning Path Part 3
Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Data Integration, Python Programming, Data Transformation
4.8
Rating, 4.8 out of 5 stars
20 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: New
Status: Free Trial
EDUCBA
Apply PROC SQL Fundamentals for Data Analysis in SAS
Skills you'll gain: SQL, Metadata Management, SAS (Software), Data Management, Relational Databases, Data Manipulation, Data Transformation, Query Languages, Data Governance, Data Integration, Automation
Beginner · Course · 1 - 3 Months
Status: Free Trial
DeepLearning.AI
Mathematics for Machine Learning and Data Science
Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Sampling (Statistics), Probability Distribution, Linear Algebra, Statistical Inference, A/B Testing, Statistical Analysis, Applied Mathematics, NumPy, Probability, Calculus, Dimensionality Reduction, Numerical Analysis, Mathematical Modeling, Data Preprocessing, Machine Learning, Machine Learning Methods
4.6
Rating, 4.6 out of 5 stars
3.2K reviews
Intermediate · Specialization · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Classification Analysis
Skills you'll gain: Classification Algorithms, Data Analysis, Model Evaluation, Logistic Regression, Supervised Learning, Machine Learning Algorithms, Predictive Modeling, Feature Engineering, Data Preprocessing, Bayesian Statistics, Probability & Statistics
5
Rating, 5 out of 5 stars
7 reviews
Intermediate · Course · 1 - 3 Months

In summary, here are 10 of our most popular exploratory data analysis courses

Using Python to Access Web Data: University of Michigan
Master Data Analysis with Pandas: Learning Path 1 (Enhanced): Coursera
Mastering Data Analysis with Pandas: Learning Path Part 2: Coursera
Perform basic data analysis tasks using Java streams: Coursera
Regression Analysis: University of Colorado Boulder
Coding and Automation for Data Analysis with Generative AI: Microsoft
Sales Analysis with Claude: Data Driven Sales Analytics: Coursera
Mastering Data Analysis with Pandas: Learning Path Part 4: Coursera
Mastering Data Analysis with Pandas: Learning Path Part 3: Coursera
Apply PROC SQL Fundamentals for Data Analysis in SAS: EDUCBA