Exploratory Data Analysis

Exploratory Data Analysis (EDA) is a statistical approach that involves visualizing and understanding the patterns, trends, and relationships within data prior to formal modeling or hypothesis testing. Coursera's EDA catalogue helps you develop a comprehensive understanding of how to summarize, visualize, and interpret various types of data. You'll learn how to use graphical and quantitative methods to gain insights into data, uncover underlying structure, extract important variables, identify outliers and anomalies, and test underlying assumptions. You'll refine your analytical thinking skills and learn to effectively communicate results through informative visualizations, preparing you for roles in data science, statistics, and analytics.
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Explore the Exploratory Data Analysis Course Catalog

  • Status: Free Trial

    Corporate Finance Institute

    Skills you'll gain: Dashboard, Tableau Software, Data Visualization Software, Exploratory Data Analysis, SQL, Data Analysis, Data Manipulation

    5
    Rating, 5 out of 5 stars
    6 reviews

    Advanced · Course · 1 - 3 Months

  • Google Cloud

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Google Cloud Platform, Predictive Modeling, Big Data, Data Analysis, Data Analysis Software, Data Manipulation, Exploratory Data Analysis, Cloud Storage

    Beginner · Project · Less Than 2 Hours

  • Status: Preview

    Universidad Austral

    Skills you'll gain: Data Visualization Software, Tableau Software, Exploratory Data Analysis, Data Presentation, Data Ethics, Graphic and Visual Design, Design Elements And Principles, Target Audience, Aesthetics

    4.3
    Rating, 4.3 out of 5 stars
    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • Google Cloud

    Skills you'll gain: Looker (Software), Data Modeling, Database Design, Exploratory Data Analysis, Data Analysis, Data Visualization Software

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial

    Packt

    Skills you'll gain: PyTorch (Machine Learning Library), Artificial Neural Networks, Computer Vision, Deep Learning, Machine Learning Methods, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Exploratory Data Analysis, Development Environment

    4.9
    Rating, 4.9 out of 5 stars
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial

    Google Cloud

    Skills you'll gain: Google Gemini, Big Data, Data Analysis, Exploratory Data Analysis, Google Cloud Platform, Data Processing, Data Cleansing, Generative AI, Prompt Engineering, Data Visualization Software

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview

    Tecnológico de Monterrey

    Skills you'll gain: Pandas (Python Package), Exploratory Data Analysis, Data Visualization Software, Data Manipulation, Data Analysis, Data Transformation, Python Programming, Data Structures, Data Import/Export, Software Installation

    4.5
    Rating, 4.5 out of 5 stars
    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview

    University of Leeds

    Skills you'll gain: Environmental Monitoring, Environmental Regulations, Environment, Taxonomy, Environmental Science, Spatial Data Analysis, Estimation, Research, Scientific Visualization, Data Literacy, Exploratory Data Analysis, Biology, Data Visualization, Research Methodologies, Physics

    4.9
    Rating, 4.9 out of 5 stars
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview

    Johns Hopkins University

    Skills you'll gain: Statistical Modeling, Exploratory Data Analysis, Data Analysis, Data Presentation, Statistical Analysis, Team Management, Data-Driven Decision-Making, Data Strategy, Statistical Inference, Communication, Communication Strategies

    Mixed · Course · 1 - 4 Weeks

  • Status: New

    Pearson

    Skills you'll gain: Exploratory Data Analysis, Data Analysis, Amazon Elastic Compute Cloud, Amazon CloudWatch, Application Deployment, Predictive Modeling, Data Pipelines, Data Processing

    Intermediate · Course · 1 - 4 Weeks

  • Universidad de los Andes

    Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Reinforcement Learning, Marketing Analytics, Deep Learning, Computer Vision, Predictive Modeling, Project Management Life Cycle, Time Series Analysis and Forecasting, Strategic Decision-Making, MLOps (Machine Learning Operations), Financial Statement Analysis, Simulations, Exploratory Data Analysis, Dashboard, Statistical Analysis, Random Forest Algorithm, Operations Research

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Preview

    Tecnológico de Monterrey

    Skills you'll gain: Data Storytelling, Power BI, Data Presentation, Tableau Software, Data Visualization Software, Data-Driven Decision-Making, Interactive Data Visualization, Dashboard, Plotly, Business Intelligence, Exploratory Data Analysis, Data Analysis Expressions (DAX), Data Modeling

    4.8
    Rating, 4.8 out of 5 stars
    10 reviews

    Beginner · Course · 1 - 4 Weeks