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  2. 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


  • S

    S.P. Jain Institute of Management and Research

    Data Analysis

    Skills you'll gain: Descriptive Statistics, Data Analysis, Sampling (Statistics), Probability & Statistics, Statistical Analysis, Statistics, Regression Analysis, Data-Driven Decision-Making, Statistical Methods, Statistical Hypothesis Testing, Probability Distribution, Variance Analysis

    4.5 stars, 25 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (25) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Excel for Data Analysis

    Skills you'll gain: Data-Driven Decision-Making, Business Analytics, Microsoft Excel, Data Storytelling, Data Visualization, Excel Formulas, Data Analysis, Data Presentation, Customer Analysis, Descriptive Analytics, Statistical Analysis, Business Reporting, Performance Analysis, Descriptive Statistics, Google Sheets

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    AI-Enhanced Data Analysis: From Raw Data to Deep Insights

    Skills you'll gain: Data Visualization, Generative AI, Matplotlib, Data Literacy, Prompt Engineering, Power BI, Excel Formulas, Microsoft Excel, Plotly, Plot (Graphics), Data Ethics, Data Presentation, Pivot Tables And Charts, Data Visualization Software, Generative Model Architectures, Data Analysis, Statistical Analysis, Correlation Analysis, Microsoft Copilot, Data Cleansing

    4.3 stars, 726 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (726) · Intermediate · Specialization · 3 - 6 Months

  • G

    Google

    Explore Raw Data

    Skills you'll gain: JSON, Data Structures

    4.5 stars, 20 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (20) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    AI-Powered Data Analysis: A Practical Introduction

    Skills you'll gain: Data Visualization, Data Analysis, Generative AI, Data Management, Problem Solving

    4.5 stars, 31 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (31) · Beginner · Course · 1 - 4 Weeks

  • W

    Wesleyan University

    Data Analysis and Interpretation

    Skills you'll gain: Regression Analysis, Data Storytelling, Logistic Regression, Data Visualization, Statistical Hypothesis Testing, Descriptive Statistics, Data Presentation, Statistical Analysis, Statistical Software, Correlation Analysis, Exploratory Data Analysis, Decision Tree Learning, Data Visualization Software, Data Management, Data Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Machine Learning, Statistics

    4.4 stars, 1.4K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (1.4K) · Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Market Research Statistical Analysis & Data Visualization

    Skills you'll gain: Data Storytelling, Rmarkdown, Knitr, Data Visualization, Data Validation, Statistical Hypothesis Testing, Data Presentation, Dashboard, Data Synthesis, Usability Testing, Regression Analysis, Power BI, A/B Testing, Data Transformation, Market Research, Statistical Analysis, R Programming, Business Intelligence, Microsoft Excel, Surveys

    3.1 stars, 12 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 3.1 (12) · Beginner · Specialization · 3 - 6 Months

  • I

    IBM

    AI Workflow: Data Analysis and Hypothesis Testing

    Skills you'll gain: Data Visualization, Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Dashboard Creation, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Methods, Statistical Analysis, Jupyter, Matplotlib, Pandas (Python Package), Statistical Inference, Statistics, Python Programming, Machine Learning

    4.3 stars, 130 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.3 (130) · Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Conducting Exploratory Data Analysis

    Skills you'll gain: Matplotlib, Seaborn, Exploratory Data Analysis, Data Visualization, Pandas (Python Package), Plot (Graphics), Statistical Visualization, Data Analysis, Python Programming

    4.3 stars, 6 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.3 (6) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Pennsylvania

    How to Use Data

    Skills you'll gain: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Model Evaluation, Seaborn, Data Visualization, Tableau Software, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Database Management, Matplotlib, Data Science, Machine Learning

    4.2 stars, 15 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.2 (15) · Beginner · Specialization · 1 - 3 Months

  • D

    Duke University

    Mastering Data Analysis in Excel

    Skills you'll gain: Predictive Modeling, Microsoft Excel, Excel Formulas, Classification Algorithms, Data-Driven Decision-Making, Business Analytics, Data Analysis, Model Evaluation, Business Risk Management

    4.2 stars, 4K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.2 (4K) · Beginner · Course · 1 - 3 Months

  • P

    Perplexity

    Data Analysis Techniques

    Skills you'll gain: Market Analysis, Competitive Analysis, Data Visualization, Data Synthesis, Market Trend, Market Data, Trend Analysis, Plot (Graphics), Market Research, Data Presentation, Research Reports, Analysis, Timelines, Data Analysis, Report Writing, Data Validation, Benchmarking, Reconciliation, Data Science

    Beginner · Course · 1 - 3 Months

    Category: New
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Skills you can learn in Probability And Statistics

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

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