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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


  • C

    Coursera

    ML Production Systems

    Skills you'll gain: Model Deployment, Unit Testing, MLOps (Machine Learning Operations), Kubernetes, Docker (Software), Containerization, Test Driven Development (TDD), Application Deployment, Continuous Integration, Software Testing, Model Training, CI/CD, Scalability, Scikit Learn (Machine Learning Library), Tensorflow, PyTorch (Machine Learning Library), Performance Tuning, Python Programming, Software Engineering, Git (Version Control System)

    Intermediate · Specialization · 1 - 3 Months

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

    Packt

    Oracle Primavera P6 – Project Setup and Basic Management

    Skills you'll gain: Work Breakdown Structure, Calendar Management, Timelines, Project Schedules, Scheduling, Project Planning, Project Management Software, Project Management, Resource Management, Relationship Management, Dependency Analysis, Data Visualization, Data Import/Export

    ★ 4.7 (79) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of California San Diego

    Number Theory and Cryptography

    Skills you'll gain: Cryptographic Protocols, Cryptography, Key Management, Encryption, Cybersecurity, Arithmetic, Algorithms, Python Programming

    ★ 4.5 (609) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Regression & Logistic Models in Excel & Minitab

    Skills you'll gain: Data-Driven Decision-Making, Regression Analysis, Logistic Regression, Scatter Plots, Data Analysis, Predictive Analytics, Predictive Modeling, Minitab, Statistical Modeling, Statistical Software, Statistical Methods, Statistical Analysis, Data Analysis Software, Statistical Hypothesis Testing, Correlation Analysis, Microsoft Excel, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • F

    Fundação Instituto de Administração

    Ferramentas para Ciência de Dados: Introdução ao R

    ★ 2.7 (10) · Beginner · Course

    Status: Free Trial
    Free Trial
  • U

    University of Alberta

    Agile Planning for Software Products

    Skills you'll gain: Sprint Planning, Risk Management Framework, Agile Software Development, Agile Product Development, Agile Methodology, User Requirements Documents, Agile Project Management, Requirements Analysis, Software Development, Risking

    ★ 4.8 (2.1K) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Virginia Darden School Foundation

    Generative AI in Marketing

    Skills you'll gain: Large Language Modeling, Customer Insights, Online Advertising, Digital Advertising, Marketing Planning, ChatGPT, Branding, Marketing Strategies, Design Thinking, Keyword Research, AI Product Strategy, Brand Marketing, Brand Awareness, Brand Strategy, Digital Marketing, Generative AI, Personalized Service, AI Personalization, Customer Communications Management, Machine Learning

    ★ 4.3 (157) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Corporate Finance Institute

    Introduction to ESG

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Sustainable Business, Business Reporting, Risk Management Framework, Sustainability Reporting, Risk Management, Business Intelligence, Stakeholder Analysis, Environmental Issue, Stakeholder Engagement, Corporate Strategy, Governance, Performance Analysis, Stakeholder Management, Case Studies

    ★ 4.8 (307) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Illinois Urbana-Champaign

    Forecasting Financial Statements & Valuation for Accountants

    Skills you'll gain: Business Valuation, Financial Statement Analysis, Financial Forecasting, Financial Statements, Financial Reporting, Financial Data, Forecasting, Financial Analysis, Financial Modeling, Cash Flow Forecasting, Analysis, Generally Accepted Accounting Principles (GAAP), Finance

    ★ 4.6 (42) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • M

    Macquarie University

    Innovation and emerging technology: Be disruptive

    Skills you'll gain: Design Thinking, Emerging Technologies, Digital Transformation, Innovation, Business Modeling, Business Transformation, Strategic Thinking, Market Opportunities, Business Strategies, Organizational Change, Competitive Analysis, Augmented Reality, Virtual Reality, Internet Of Things, Artificial Intelligence

    ★ 4.8 (481) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • A

    Amazon Web Services

    AWS Generative AI Applications

    Skills you'll gain: Responsible AI, Generative AI, Generative AI Agents, Prompt Engineering, Amazon Bedrock, Data Ethics, AWS SageMaker, AI Workflows, Agentic systems, AI Product Strategy, Agentic Workflows, Amazon Web Services, AI Integrations, LLM Application, AI Orchestration, MLOps (Machine Learning Operations), Application Programming Interface (API), Application Development, Solution Architecture, Data Management

    ★ 4.5 (126) · Beginner · Professional Certificate · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: AI skills
    AI skills
  • U

    University of Michigan

    Building Database Applications in PHP

    Skills you'll gain: PHP (Scripting Language), MySQL, Database Application, Database Development, Object Oriented Programming (OOP), Database Management, Secure Coding, Authentications, Web Applications, SQL, Network Protocols

    ★ 4.8 (1.1K) · Intermediate · Course · 1 - 3 Months

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

  • ML Production Systems: Coursera
  • Oracle Primavera P6 – Project Setup and Basic Management: Packt
  • Number Theory and Cryptography: University of California San Diego
  • Regression & Logistic Models in Excel & Minitab: EDUCBA
  • Ferramentas para Ciência de Dados: Introdução ao R: Fundação Instituto de Administração
  • Agile Planning for Software Products: University of Alberta
  • Generative AI in Marketing: University of Virginia Darden School Foundation
  • Introduction to ESG: Corporate Finance Institute
  • Forecasting Financial Statements & Valuation for Accountants: University of Illinois Urbana-Champaign
  • Innovation and emerging technology: Be disruptive: Macquarie University

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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