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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


  • G

    Google

    Clean Your Data

    Skills you'll gain: Data Integration

    4.8 stars, 53 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (53) · Intermediate · 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

  • M

    Macquarie University

    Statistics and Data Analysis with Excel: Advanced

    Skills you'll gain: Data-Driven Decision-Making, Microsoft Excel, Forecasting, Regression Analysis, Excel Formulas, Statistical Analysis, Data Analysis Software, Time Series Analysis and Forecasting, Spreadsheet Software, Data Visualization, Statistical Methods, Advanced Analytics, Financial Forecasting, Data Analysis, Statistical Hypothesis Testing, Probability & Statistics, Predictive Modeling, Statistical Inference, Statistical Modeling, Variance Analysis

    4.6 stars, 45 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.6 (45) · Advanced · Course · 1 - 3 Months

  • 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

  • J

    Johns Hopkins University

    Gestión del análisis de datos

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

    4.6 stars, 105 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (105) · Mixed · 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
  • U

    University at Buffalo

    Data Analysis and Visualization

    Skills you'll gain: Data Storytelling, Statistical Process Controls, Data Analysis Software, Data Presentation, Data Visualization Software, Data-Driven Decision-Making, Data Analysis, Data Cleansing, Data Quality

    4.7 stars, 183 reviews, Beginner, Course, 1 - 4 Weeks

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

  • 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

  • D

    Duke University

    Data Visualization and Transformation with R

    Skills you'll gain: Exploratory Data Analysis, R (Software), Ggplot2, Tidyverse (R Package), Data Visualization, Version Control, Data Analysis, Plot (Graphics), Statistics, Data Wrangling, Data Science, R Programming, GitHub, Data Transformation, Statistical Analysis, Git (Version Control System), Statistical Programming

    4.7 stars, 33 reviews, Beginner, Course, 1 - 4 Weeks

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

  • P

    Packt

    Python for Data Analysis: Step-By-Step with Projects

    Skills you'll gain: Data Visualization, Statistical Visualization, Data Science

    Beginner · Course · 1 - 3 Months

  • S

    SAS

    Data Literacy: Exploring and Visualizing Data

    Skills you'll gain: Exploratory Data Analysis, Data Visualization, Data Literacy, Data-Driven Decision-Making, Data Presentation, Data Storytelling, SAS (Software), Data Preprocessing, Data Manipulation, Data Transformation, Data Analysis, Data Mapping, Analysis, Data Cleansing, Data Visualization Software, Data Integration, Data Maintenance, Data Management, Data Access, Statistical Programming

    4.7 stars, 1.1K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (1.1K) · Beginner · Specialization · 1 - 3 Months

  • 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

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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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