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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


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    Packt

    Data Visualization and Storytelling with Python

    Skills you'll gain: Scientific Visualization, Data Storytelling, Heat Maps, Data Mapping

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Statistical Estimation for Data Science and AI

    Skills you'll gain: Statistical Inference, Statistical Methods, Statistics, Probability & Statistics, Data Literacy, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Theoretical Computer Science, Probability Distribution, Artificial Intelligence

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
    ·
    89 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Data calculations in Microsoft Excel

    Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Microsoft 365, Data Analysis Expressions (DAX), Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    40 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    Data Visualization with Tableau and Microsoft Excel

    Skills you'll gain: Data Storytelling, Data Visualization Software, Data Visualization, Interactive Data Visualization, Dashboard, Tableau Software, Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Business Intelligence, Performance Tuning, Data Analysis, AI Personalization, Analytics, Analytical Skills, Data Transformation, Data Cleansing, Business Metrics

    4.5
    Rating, 4.5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Data Privacy and Protection Standards

    Skills you'll gain: Information Privacy, General Data Protection Regulation (GDPR), Personally Identifiable Information, Data Security, Data Governance, Data Ethics, Data Loss Prevention, Security Controls, Regulatory Compliance, Compliance Management, Compliance Training, Data Integrity, Security Strategy, Regulatory Requirements, Incident Response

    4.8
    Rating, 4.8 out of 5 stars
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    35 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Validate Data in Google Sheets

    Skills you'll gain: Data Cleansing, Data Validation, Spreadsheet Software, Data Quality, Data Manipulation, Data Analysis, Data Analysis Software

    Intermediate · Project · Less Than 2 Hours

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    EDUCBA

    Hadoop Projects: Analyze & Optimize Big Data

    Skills you'll gain: Apache Hadoop, Big Data, Database Design, Data Processing, Distributed Computing, Scalability, Data Pipelines, Data Warehousing, Query Languages, Data Cleansing, Data Transformation, Data Management, Analytics, Business Intelligence

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Glasgow

    Data mining of Clinical Databases - CDSS 1

    Skills you'll gain: Health Informatics, ICD Coding (ICD-9/ICD-10), Clinical Data Management, Data Mining, Medical Records, Clinical Informatics, Descriptive Analytics, Database Design, Electronic Medical Record, Precision Medicine, Analytics, Relational Databases, Patient Flow, Exploratory Data Analysis, Descriptive Statistics, Predictive Analytics, Predictive Modeling, SQL, Interoperability, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Python for Beginners: Data Structures

    Skills you'll gain: Data Structures, Plot (Graphics), Programming Principles, Python Programming, Data Storage

    4.4
    Rating, 4.4 out of 5 stars
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    46 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Data Ingestion, Exploration & Visualization in Qlik Sense

    Skills you'll gain: Data Visualization Software, Data Modeling, Dashboard, Interactive Data Visualization, Data Presentation, Data Processing, Data Storytelling, Data Transformation, Data Preprocessing, Data Integration, Data Cleansing, Data Import/Export, Data Analysis, Data Quality, Key Performance Indicators (KPIs)

    4.9
    Rating, 4.9 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of California, Davis

    Healthcare Data Quality and Governance

    Skills you'll gain: Data Governance, Data Quality, Data Validation, Data Management, Clinical Data Management, Health Information Management, Data Literacy, Medical Records, Metadata Management, Technical Communication, Change Control

    4.7
    Rating, 4.7 out of 5 stars
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    147 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Introduction to Data Visualization in Qlik Sense

    Skills you'll gain: Data Visualization, Data-Driven Decision-Making, Data Visualization Software, Data Literacy, Interactive Data Visualization, Business Intelligence, Data Storytelling, Data Presentation, Dashboard

    4.7
    Rating, 4.7 out of 5 stars
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    48 reviews

    Beginner · Course · 1 - 4 Weeks

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1…9899100…834

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

  • Data Visualization and Storytelling with Python: Packt
  • Statistical Estimation for Data Science and AI: University of Colorado Boulder
  • Data calculations in Microsoft Excel: Coursera
  • Data Visualization with Tableau and Microsoft Excel: Coursera
  • Data Privacy and Protection Standards: Coursera
  • Validate Data in Google Sheets: Google Cloud
  • Hadoop Projects: Analyze & Optimize Big Data: EDUCBA
  • Data mining of Clinical Databases - CDSS 1: University of Glasgow
  • Python for Beginners: Data Structures: Coursera
  • Data Ingestion, Exploration & Visualization in Qlik Sense: Coursera

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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