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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


  • E

    Edureka

    Tableau for Data-Driven Decision Making

    Skills you'll gain: Tableau Software, Business Intelligence, Data Storytelling, Business Analytics, Data Modeling, Data Visualization Software, Dashboard, Interactive Data Visualization, Dashboard Creation, Data-Driven Decision-Making, Data Wrangling, Data Cleansing, Data Preprocessing, Data Transformation, Extract, Transform, Load, Data Integration, Exploratory Data Analysis, Self Service Technologies, Correlation Analysis

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Getting Started with Data Visualization in R

    Skills you'll gain: Rmarkdown, Data Visualization, Statistical Visualization, R (Software), Data Import/Export, Data Visualization Software, R Programming, Tidyverse (R Package), Statistical Reporting, Data Manipulation, Data Wrangling, Data Processing, File Management, Software Installation

    4.7 stars, 313 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • I

    IBM

    Data Scientist Career Guide and Interview Preparation

    Skills you'll gain: Professional Networking, Interviewing Skills, Professional Development, Marketing Materials, Data Science, Writing, Business Research, Portfolio Management, Job Analysis, Oral Expression, Problem Solving, Communication, Critical Thinking and Problem Solving

    4.8 stars, 411 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (411) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Cleaning, Transformation, and Manipulation

    Skills you'll gain: Data Preprocessing, Pandas (Python Package), Data Wrangling, Feature Engineering, Data Cleansing, Data Manipulation, Data Transformation, Data Analysis, Data Integration, Data Quality, Dimensionality Reduction, Applied Machine Learning

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Securing AI Data and Applications

    Skills you'll gain: AI Security, Threat Modeling, Role-Based Access Control (RBAC), Cloud Security, Data Governance, Secure Coding, Data Security, DevSecOps, Data Management, Infrastructure as Code (IaC), Enterprise Security, Zero Trust Network Access, Application Security, Infrastructure Security, Security Controls, Threat Management, Security Requirements Analysis, Data Quality, Compliance Management, Identity and Access Management

    Intermediate · Course · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Bulk Edit Data

    Skills you'll gain: Workflow Management, Data Entry, Organizational Skills, Process Management, Operational Efficiency, Project Management Software, Editing, Collaborative Software, Data Management

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    SAS

    Analyzing Time Series and Sequential Data

    Skills you'll gain: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Recurrent Neural Networks (RNNs), Feature Engineering, Statistical Analysis, Digital Signal Processing, Statistical Methods, Statistical Software, Regression Analysis, Data Transformation, Exploratory Data Analysis, Predictive Modeling, Machine Learning Methods, Applied Machine Learning, Data Wrangling, Data Analysis Software, Data Preprocessing, Unsupervised Learning, Statistical Modeling

    5 stars, 11 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 5 (11) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    NumPy, Matplotlib & Pandas – Data Science Prerequisites

    Skills you'll gain: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning Methods, Applied Machine Learning, Machine Learning, Data Science, Machine Learning Algorithms, Data Analysis Software, Statistical Methods, Histogram, Data Processing, Numerical Analysis, Data Import/Export, Linear Algebra, Probability Distribution, Classification Algorithms

    4.1 stars, 11 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.1 (11) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Association of International Certified Professional Accountants

    Introduction to Data Analytics for Accounting Professionals

    Skills you'll gain: Data Literacy, Data-Driven Decision-Making, Analytics, Financial Data, Business Analytics, Data Strategy, Data Analysis, Data Storage Technologies, Project Implementation, Project Scoping, Descriptive Analytics, Unstructured Data

    4.7 stars, 97 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Accounting Data Analytics with Python

    Skills you'll gain: Matplotlib, Plot (Graphics), Pandas (Python Package), Seaborn, SQL, Scientific Visualization, Data Visualization, Data Preprocessing, Jupyter, Data Manipulation, NumPy, Data-Driven Decision-Making, Regression Analysis, Accounting, Applied Machine Learning, Data Processing, Database Management, Query Languages, Data Compilation, Python Programming

    4.4 stars, 118 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (118) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • S

    STARWEAVER

    Credit Analysis in Action: Economic and Industry Essentials

    Skills you'll gain: Commercial Lending, Lending and Underwriting, Credit Risk, Loans, Environmental Social And Corporate Governance (ESG), Portfolio Risk, Loan Documentation, Risk Mitigation, General Lending, Bank Regulations, Risk Management, Derivatives, Risk Modeling, Regulatory Compliance, Financial Analysis, Risk Analysis, Compliance Management, Business Valuation, Business Modeling, Structural Analysis

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Persuade with Data

    Skills you'll gain: Overcoming Objections, Data Storytelling, Persuasive Communication, Data Presentation, People Analytics, Human Resource Strategy, Oral Expression, Human Resources, Presentations, Benchmarking, Prompt Engineering Tools, Influencing, Stakeholder Communications, Data Literacy, Data Validation, AI Integrations, AI Personalization, Artificial Intelligence, Correlation Analysis

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular exploratory data analysis courses

  • Tableau for Data-Driven Decision Making: Edureka
  • Getting Started with Data Visualization in R: Johns Hopkins University
  • Data Scientist Career Guide and Interview Preparation: IBM
  • Data Cleaning, Transformation, and Manipulation: Coursera
  • Securing AI Data and Applications: Coursera
  • Bulk Edit Data: Coursera
  • Analyzing Time Series and Sequential Data: SAS
  • NumPy, Matplotlib & Pandas – Data Science Prerequisites: Packt
  • Introduction to Data Analytics for Accounting Professionals: Association of International Certified Professional Accountants
  • Accounting Data Analytics with Python: University of Illinois Urbana-Champaign

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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