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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


  • D

    Duke University

    Data Analysis with R

    Skills you'll gain: Bayesian Statistics, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Exploratory Data Analysis, Regression Analysis, R (Software), Statistical Reporting, Probability & Statistics, Probability Distribution, Statistical Analysis, Statistical Methods, Statistics, Statistical Software, Data Analysis Software, Data Analysis, Probability, R Programming, Statistical Modeling, Data Visualization

    4.7 stars, 7.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (7.7K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google

    Google Data Analysis with Python

    Skills you'll gain: Pandas (Python Package), NumPy, Data Manipulation, Code Reusability, Package and Software Management, Data Analysis, Data Integration, JSON, Object Oriented Programming (OOP), Data Science, Data Structures, Python Programming, Exploratory Data Analysis, Computer Programming, Programming Principles, Data Import/Export, Computational Logic

    4.7 stars, 206 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (206) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Exploratory Data Analysis with R and ggplot2

    Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Ggplot2, Data Analysis, Plot (Graphics), Data Visualization, R (Software), Regression Analysis, Data Presentation, R Programming, Statistical Analysis, Statistical Visualization, Data Quality

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Exploratory Data Analysis & Core ML Algorithms

    Skills you'll gain: Exploratory Data Analysis, Model Optimization, Applied Machine Learning, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Machine Learning Algorithms, Model Evaluation, Data Preprocessing, Feature Engineering

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Exploratory Data Analysis for the Public Sector with ggplot

    Skills you'll gain: Data Visualization, Exploratory Data Analysis, Plot (Graphics), Data Presentation, Ggplot2, R (Software), Statistical Visualization, R Programming, Data Visualization Software, Data Analysis, Scatter Plots, Statistical Analysis, Histogram, Tidyverse (R Package), Public Administration, Statistical Programming, Trend Analysis

    4.8 stars, 12 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (12) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Data Analysis with Python & R

    Skills you'll gain: Git (Version Control System), Data Visualization, Data Presentation, Generative AI, Version Control, Matplotlib, Exploratory Data Analysis, Data Cleansing, Pandas (Python Package), R Programming, Tidyverse (R Package), Ggplot2, Jupyter, Python Programming, Microsoft Visual Studio, Statistical Visualization, Data Storytelling, GitHub, NumPy, Machine Learning Methods

    4.4 stars, 708 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (708) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    Edureka

    Applied Data Analytics

    Skills you'll gain: Power BI, Data Visualization, Data Analysis Expressions (DAX), Matplotlib, Plotly, Data Analysis, Exploratory Data Analysis, Seaborn, SQL, Pandas (Python Package), Probability & Statistics, Regression Analysis, Machine Learning, Statistical Hypothesis Testing, Python Programming, Data Transformation, Feature Engineering, Data Integration, NumPy, Web Scraping

    4.6 stars, 63 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (63) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Data Analysis with R

    Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Statistical Analysis, Data Analysis, Model Evaluation, Data Transformation, R Programming, Data Visualization, Regression Analysis, Predictive Modeling, Statistical Methods, Data Manipulation, Data Science, Box Plots, Correlation Analysis, Data Cleansing, Data Preprocessing, Model Optimization, Data Import/Export

    4.7 stars, 380 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • M

    Microsoft

    Visualization for Data Analysis with Power BI

    Skills you'll gain: Power BI, Data Ethics, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Business Intelligence, Analysis, Data Visualization, Statistics, Statistical Methods, Advanced Analytics, Data Analysis Expressions (DAX), Analytics, Data-Driven Decision-Making, Exploratory Data Analysis, Time Series Analysis and Forecasting, Spatial Data Analysis, Scatter Plots, Forecasting

    4.6 stars, 44 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • P

    Packt

    Data Labeling in Machine Learning with Python

    Skills you'll gain: Exploratory Data Analysis, Image Analysis, Data Preprocessing, Computer Vision, Model Training, Data Analysis, Applied Machine Learning, Data Ethics, Convolutional Neural Networks, Machine Learning Methods, Data Cleansing, Unsupervised Learning, Data Science, Data Mining, Python Programming, Data Collection, Unstructured Data, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Autoencoders

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    Microsoft Copilot for Data Analysis and Visualization

    Skills you'll gain: Microsoft Copilot, Dashboard Creation, Power BI, Data Storytelling, Dashboard, Data Presentation, Business Reporting, Microsoft Excel, Data Visualization, Business Intelligence, Exploratory Data Analysis, Data Validation, Data Analysis, Prompt Engineering, Data Cleansing, Anomaly Detection, Presentations, Statistical Analysis, Data Manipulation, Data Transformation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of Colorado Boulder

    Predictive Modeling and Analytics

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Model Evaluation, Data Visualization, Exploratory Data Analysis, Logistic Regression, Data Presentation, Business Analytics, Statistical Modeling, Data-Driven Decision-Making, Regression Analysis, Data Analysis, Classification Algorithms, Statistical Machine Learning, Microsoft Excel, Data Preprocessing, Decision Tree Learning, Graphing, Data Cleansing, Artificial Neural Networks

    3.6 stars, 607 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.6 (607) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1234…34

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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