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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


  • Status: Free Trial
    Free Trial
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    EDHEC Business School

    Advanced Portfolio Construction and Analysis with Python

    Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Financial Modeling, Return On Investment, Asset Management, Financial Market, Estimation, Statistical Methods, Python Programming, Risk Analysis, Time Series Analysis and Forecasting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    511 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Introduction to Process Safety and Risk Analysis

    Skills you'll gain: Chemical Engineering, Hazard Analysis, Process Engineering, Safety Assurance, Safety Training, Risk Management, Process Control, Failure Analysis, Accident Prevention, Risk Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    201 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    IBM

    IBM Data Analyst Capstone Project

    Skills you'll gain: Dashboard, Exploratory Data Analysis, Data Wrangling, Statistical Analysis, Data Visualization, IBM Cognos Analytics, Data Manipulation, Data Collection, Data Analysis, Looker (Software), Web Scraping, Data Transformation, Box Plots, Pandas (Python Package), Scatter Plots, Histogram

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.3K reviews

    Advanced · Course · 1 - 3 Months

  • Status: Preview
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    C

    Coursera

    GenAI for Legal Risk Mitigation: Proactive Case Analysis

    Skills you'll gain: Prompt Engineering, Risk Management Framework, Legal Technology, Responsible AI, Legal Risk, Risk Mitigation, Generative AI, Compliance Management, Automation, Legal Strategy, Data Ethics, Law, Regulation, and Compliance, Analytics, Governance, Data Analysis

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Data Engineering Foundations

    Skills you'll gain: Web Scraping, Database Design, SQL, MySQL, Data Transformation, Data Store, IBM DB2, Extract, Transform, Load, Data Architecture, Data Pipelines, Big Data, Databases, Database Management, Data Warehousing, Data Governance, Relational Databases, Stored Procedure, Data Import/Export, Programming Principles, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
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    59K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    Starweaver

    Advanced Financial Analysis and Credit Risk Modeling

    Skills you'll gain: Credit Risk, Risk Modeling, Financial Analysis, Financial Statement Analysis, Cash Flows, Portfolio Risk, Investments, Risk Analysis, Loans, Market Data, Return On Investment, Business Valuation, Data Modeling, Case Studies, Excel Formulas, Business Analytics

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Python Data Structures

    Skills you'll gain: Data Structures, Data Processing, Data Analysis, Python Programming, Data Manipulation, Software Installation, Development Environment

    4.9
    Rating, 4.9 out of 5 stars
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    97K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Data Pipeline Engineering & Analytics

    Skills you'll gain: Dashboard, Data Preprocessing, Apache Airflow, Star Schema, Data Storytelling, Process Mapping, Extract, Transform, Load, Data Transformation, SQL, Data Pipelines, JSON, Apache Kafka, Data Warehousing, Data Modeling, Pandas (Python Package), Business Intelligence, Data Validation, Data Quality, Performance Improvement, Python Programming

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Conduct a 5 Whys Analysis in Miro

    Skills you'll gain: Brainstorming, Root Cause Analysis, Collaborative Software, Business Analysis, Problem Management, Design Thinking, Business Process Management

    4.4
    Rating, 4.4 out of 5 stars
    ·
    28 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Visualizing Data with Google Data Studio

    Skills you'll gain: Data Visualization Software, Data Visualization, Dashboard, Interactive Data Visualization, SQL Server Reporting Services, Google Cloud Platform, Big Data

    4.1
    Rating, 4.1 out of 5 stars
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    17 reviews

    Intermediate · Project · Less Than 2 Hours

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    Coursera

    Using Advanced SWOT Analysis to Determine Competitiveness

    Skills you'll gain: Strategic Prioritization, Competitive Analysis, Strategic Planning, Strategic Thinking, Case Studies, Business Strategy, Spreadsheet Software, Strategic Decision-Making, Market Analysis, Entrepreneurship, Leadership and Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    G

    Goodwill Industries International

    Client Intake, Assessments, Skill Analysis and Planning

    Skills you'll gain: Accountability, Recruitment, Client Services, Needs Assessment, Gap Analysis, Goal Setting, Consultative Approaches, Coaching, Action Oriented, Community Outreach, Rapport Building, Case Management, Critical Thinking, Overcoming Obstacles, Relationship Building, Strategic Partnership

    4.6
    Rating, 4.6 out of 5 stars
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    80 reviews

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular exploratory data analysis courses

  • Advanced Portfolio Construction and Analysis with Python: EDHEC Business School
  • Introduction to Process Safety and Risk Analysis: University of California, Davis
  • IBM Data Analyst Capstone Project: IBM
  • GenAI for Legal Risk Mitigation: Proactive Case Analysis: Coursera
  • Data Engineering Foundations: IBM
  • Advanced Financial Analysis and Credit Risk Modeling: Starweaver
  • Python Data Structures: University of Michigan
  • Data Pipeline Engineering & Analytics: Coursera
  • Conduct a 5 Whys Analysis in Miro: Coursera
  • Visualizing Data with Google Data Studio: Google Cloud

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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