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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
    U

    University of Illinois Urbana-Champaign

    Understanding Financial Statements: Company Position

    Skills you'll gain: Balance Sheet, Financial Statements, Financial Statement Analysis, Financial Reporting, Financial Accounting, Accounting, Equities, Asset Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    CertNexus

    Build Decision Trees, SVMs, and Artificial Neural Networks

    Skills you'll gain: Classification And Regression Tree (CART), Convolutional Neural Networks, Random Forest Algorithm, Recurrent Neural Networks (RNNs), Decision Tree Learning, Deep Learning, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Predictive Modeling, Supervised Learning, Computer Vision, Classification Algorithms, Model Training, Natural Language Processing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Solving Problems with Creative and Critical Thinking

    Skills you'll gain: Problem Solving, Critical Thinking and Problem Solving, Root Cause Analysis, Professional Development, Creative Problem-Solving, Collaboration, Critical Thinking, Creative Thinking, Personal Development, Analysis, Agile Project Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    803 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    SAS

    Overview of Cloud Analytics with SAS and Microsoft

    Skills you'll gain: Responsible AI, Data Literacy, Decision Intelligence, Data Analysis, Data-Driven Decision-Making, Cloud Solutions, Cloud Security, Analytics, Cloud-Based Integration, Microsoft Azure, Cloud Services, Cloud Platforms, Enterprise Security, Data Integration, AI Enablement, Business Analytics, Artificial Intelligence, SAS (Software)

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    BiteSize Python for Absolute Beginners

    Skills you'll gain: Data Structures, Python Programming, Programming Principles, Code Reusability, Data Access, Computational Logic, Data Management, Computational Thinking, Jupyter, Development Environment

    4.9
    Rating, 4.9 out of 5 stars
    ·
    15 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    J

    John Wiley & Sons

    Talent Acquisition and Onboarding Excellence

    Skills you'll gain: Talent Acquisition, Full Cycle Recruitment, Recruitment Strategies, Recruitment, Interviewing Skills, Employee Onboarding, Talent Pipelining, New Hire Orientations, Talent Sourcing, Human Resources Management and Planning, Talent Management, Human Resources, Applicant Tracking Systems, Job Analysis, Legal Risk, Employee Engagement, Resource Management, Diversity and Inclusion, Law, Regulation, and Compliance

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    The University of Tokyo

    Welcome to Game Theory

    Skills you'll gain: Game Theory, Socioeconomics, Analysis, Political Sciences, Biology

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Design & Present Responsible AI Solutions

    Skills you'll gain: Responsible AI, Data Ethics, Data Storytelling, Data Presentation, Presentations, Technical Communication, Artificial Intelligence, Stakeholder Communications, AI literacy, Storytelling, Accountability Frameworks, Ethical Standards And Conduct, Accountability, Risk Mitigation, Communication Strategies, Design, Stakeholder Analysis, Model Evaluation, Risk Management, Project Documentation

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    N

    National Business Institute

    Business Contract Litigation Boot Camp

    Skills you'll gain: Legal Risk, Commercial Laws, Contract Review, Legal Strategy, Lawsuits, Litigation and Civil Justice, Legal Pleadings, Litigation Support, Civil Law, Trial Preparation, Intellectual Property, Court Systems, Legal Proceedings, Payment Processing and Collection, Due Diligence, Fraud detection, Claims Processing, Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Enterprise Security and Access Management in Kubernetes

    Skills you'll gain: Kubernetes, Authentications, Role-Based Access Control (RBAC), Enterprise Security, Multi-Tenant Cloud Environments, Key Management, Security Controls, OAuth, Identity and Access Management, Authorization (Computing), Encryption, User Accounts, YAML, Proxy Servers

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Financial Acumen for Non-Financial Managers

    Skills you'll gain: Financial Reporting, Financial Acumen, Financial Data, Financial Statement Analysis, Financial Statements, Financial Accounting, Income Statement, Financial Analysis, Business Reporting, Risk Analysis, Cash Flows, Predictive Analytics, Financial Forecasting, Balance Sheet, Performance Measurement, Business Metrics, Financial Management, Performance Metric, Financial Planning, Key Performance Indicators (KPIs)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    989 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Tidymodels in R: Building tidy machine learning models

    Skills you'll gain: Tidyverse (R Package), Model Evaluation, Data Visualization, Clinical Data Management, Statistical Visualization, Data Preprocessing, Data Visualization Software, Model Deployment, Exploratory Data Analysis, Data Manipulation, Data Wrangling, Model Training, Predictive Modeling, Model Optimization, R Programming, Data Processing, R (Software), Ggplot2, Predictive Analytics, Machine Learning

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Understanding Financial Statements: Company Position: University of Illinois Urbana-Champaign
  • Build Decision Trees, SVMs, and Artificial Neural Networks: CertNexus
  • Solving Problems with Creative and Critical Thinking: IBM
  • Overview of Cloud Analytics with SAS and Microsoft: SAS
  • BiteSize Python for Absolute Beginners: University of Colorado Boulder
  • Talent Acquisition and Onboarding Excellence: John Wiley & Sons
  • Welcome to Game Theory: The University of Tokyo
  • Design & Present Responsible AI Solutions: Coursera
  • Business Contract Litigation Boot Camp: National Business Institute
  • Enterprise Security and Access Management in Kubernetes: Packt

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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