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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.

Popular Exploratory Data Analysis Courses and Certifications


  • I

    IBM

    Introduction to Data Engineering

    Skills you'll gain: Data Store, Data Architecture, Apache Hadoop, Extract, Transform, Load, Relational Databases, Big Data, Data Storage, Databases, Operational Databases, Apache Spark, Data Storage Technologies, Data Lakes, Data Warehousing, Data Governance, Data Pipelines, Data Integration, Data Processing, SQL, NoSQL, Data Science

    ★ 4.7 (3.7K) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • R

    Rice University

    Python Data Analysis

    Skills you'll gain: Data Processing, Data Manipulation, Data Dictionary, Data Wrangling, File I/O, Data Structures, Scripting, Data Import/Export, Scripting Languages, Data Analysis, Python Programming, Data Mapping, Data Storage, Data Management

    ★ 4.7 (894) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • M

    MedCerts

    Applied Behavior Analysis (ABA) Introduction

    Skills you'll gain: Applied Behavior Analysis, Instructing, Mental and Behavioral Health, Behavioral Health

    ★ 4.9 (22) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Corporate Finance Institute

    Financial Modeling and Analysis

    Skills you'll gain: Business Strategy, Financial Statement Analysis, Business Strategies, Corporate Strategy, Financial Modeling, Annual Reports, Financial Analysis, Financial Statements, Strategic Thinking, Organizational Strategy, Financial Reporting, Competitive Analysis, Business, Business Management, Financial Acumen, Business Modeling, Strategic Decision-Making, Operational Analysis, Financial Forecasting, Business Analysis

    ★ 4.8 (65) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of Toronto

    GIS, Mapping, and Spatial Analysis

    Skills you'll gain: ArcGIS, GIS Software, Spatial Data Analysis, Spatial Analysis, Geographic Information Systems, Geospatial Information and Technology, Geospatial Mapping, Data Mapping, Metadata Management, Query Languages, Data Manipulation, Data Visualization, Quantitative Research, Data Compilation, Data Literacy, Data Access, Interactive Data Visualization, Data Processing, Typography, Data Wrangling

    ★ 4.8 (3.1K) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • G

    Google

    Foundations of Data Science

    Skills you'll gain: Data Storytelling, Data Ethics, Data Analysis, Data-Driven Decision-Making, Analytics, Workflow Management, Data Science, Advanced Analytics, Analytical Skills, Business Solutions, Technical Communication, Process Design, Project Management, Communication, Stakeholder Communications, Machine Learning

    ★ 4.7 (4K) · Advanced · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Clemson University

    Design and Analysis of Algorithms

    Skills you'll gain: Data Structures, Algorithms, Theoretical Computer Science, Computer Programming, Computer Science, Probability, Design Strategies, Analysis

    ★ 4.2 (38) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • G

    Google

    Google Advanced Data Analytics Capstone

    Skills you'll gain: Data Visualization, Data Presentation, Regression Analysis, Data Storytelling, Advanced Analytics, Statistical Analysis, Data Analysis, Statistical Modeling, Applied Machine Learning, Statistical Methods, Analytical Skills, Data Science, Exploratory Data Analysis, Predictive Modeling, Machine Learning Methods, Artificial Intelligence, Python Programming, AI literacy, Machine Learning, Portfolio Management

    ★ 4.8 (1.4K) · Advanced · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • I

    IBM

    Data Visualization with Python

    Skills you'll gain: Data Storytelling, Data Presentation, Plotly, Data Visualization Software, Data Visualization, Plot (Graphics), Dashboard, Interactive Data Visualization, Dashboard Creation, Matplotlib, Graphing, Geospatial Information and Technology, Histogram, Spatial Data Analysis, Seaborn, Data Analysis, Scatter Plots, Python Programming

    ★ 4.5 (12K) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • L

    LearnQuest

    Fundamentals of Data Analysis

    Skills you'll gain: Data Analysis, Analysis, Analytics, Statistical Analysis, Statistical Programming, Spreadsheet Software, Analytical Skills, Exploratory Data Analysis, Descriptive Analytics, Data Processing, Data Cleansing, Statistical Methods, Data Collection, Advanced Analytics, Statistics, R (Software), Predictive Analytics, Data Presentation, Query Languages, Data Visualization

    ★ 3.4 (35) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • G

    Google

    Process Data from Dirty to Clean

    Skills you'll gain: Data Cleansing, Sampling (Statistics), Data Integrity, Data Quality, Data Processing, Data Analysis, Data Transformation, Data Validation, Data Manipulation, Analytics, Sample Size Determination, SQL, Spreadsheet Software

    ★ 4.8 (19K) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Data Engineering, Big Data, and Machine Learning on GCP

    Skills you'll gain: Dashboard Creation, Model Deployment, Feature Engineering, PySpark, Data Import/Export, Big Data, Apache Spark, Data Governance, Apache Hadoop, Dashboard, Apache Kafka, Data Store, Cloud Services, Cloud Deployment, Data Access, Cloud API, Data Architecture, Data Quality, Data Cleansing, Machine Learning Methods

    ★ 4.6 (4.4K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular exploratory data analysis courses

  • Introduction to Data Engineering: IBM
  • Python Data Analysis: Rice University
  • Applied Behavior Analysis (ABA) Introduction: MedCerts
  • Financial Modeling and Analysis: Corporate Finance Institute
  • GIS, Mapping, and Spatial Analysis: University of Toronto
  • Foundations of Data Science: Google
  • Design and Analysis of Algorithms: Clemson University
  • Google Advanced Data Analytics Capstone: Google
  • Data Visualization with Python: IBM
  • Fundamentals of Data Analysis: LearnQuest

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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