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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

    Sage Publications

    Analyzing and Interpreting Quantitative Data

    Skills you'll gain: Quantitative Research, Regression Analysis, Data Analysis, Data Storytelling, Exploratory Data Analysis, Data Manipulation, Statistical Analysis, Statistical Software, Data Presentation, Descriptive Statistics, Analysis, Statistical Methods, Scientific Methods, Data Management, Data Cleansing, Data Preprocessing

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of Minnesota

    Exploratory Analytics Project Ideation

    Skills you'll gain: Exploratory Data Analysis, Project Design, Ideation, Data Analysis, Analytics, Business Analytics, Case Studies, Anomaly Detection

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Data Analysis, Visualization, and Communication with Copilot

    Skills you'll gain: Data Storytelling, Microsoft Copilot, Dashboard, Data Presentation, Responsible AI, AI Workflows, Technical Communication, Dashboard Creation, Data-Driven Decision-Making, Data Visualization, Interactive Data Visualization, Data Analysis, Business Analytics, Analytics, Forecasting, Generative AI, Predictive Analytics, Natural Language Processing

    4.7 stars, 42 reviews, Beginner, Course, 1 - 4 Weeks

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

  • 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

  • C

    Coursera

    Introduction to Data Analysis using Microsoft Excel

    Skills you'll gain: Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Data Analysis, Data Manipulation, Microsoft Office, Document Management, Data Mining

    4.7 stars, 4.8K reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (4.8K) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • G

    Google

    Clean Your Data

    Skills you'll gain: Data Integration

    4.8 stars, 52 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (52) · Intermediate · Course · 1 - 3 Months

  • 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

  • M

    MathWorks

    Data Processing and Feature Engineering with MATLAB

    Skills you'll gain: Feature Engineering, Dimensionality Reduction, Data Integration, Data Preprocessing, Exploratory Data Analysis, Data Visualization, Plot (Graphics), Matlab, Data Processing, Data Cleansing, Histogram, Data Science, Predictive Modeling, Unstructured Data

    4.7 stars, 351 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (351) · Intermediate · Course · 1 - 3 Months

  • Q

    Queen Mary University of London

    Analysis and Interpretation of Data

    Skills you'll gain: Analytics, Analysis, Data Analysis, Digital Analysis, Statistical Analysis, Correlation Analysis, Quantitative Research, Regression Analysis, Data Quality, Statistical Methods, Logistic Regression, Market Research, Return On Investment

    4.6 stars, 22 reviews, Beginner, Course, 1 - 4 Weeks

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

  • A

    American Psychological Association

    How to Create and Explore a Data Set

    Skills you'll gain: Data Analysis, Data Presentation, Exploratory Data Analysis, Graphing, Data Visualization Software, Data Literacy, Descriptive Statistics, Data Analysis Software, Statistical Software, Research, Psychology

    Beginner · Course · 1 - 3 Months

  • E

    Edureka

    Python for Data Visualization and Analysis

    Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Matplotlib, Plotly, Seaborn, Exploratory Data Analysis, Dashboard Creation

    Intermediate · Course · 1 - 4 Weeks

  • 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

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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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