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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


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    University of Colorado Boulder

    Engineering Foundation for Building Energy Systems

    Skills you'll gain: Building Services Engineering, Architectural Engineering, HVAC, Building Design, Energy and Utilities, Engineering, Thermal Management, Sustainable Engineering, Engineering Calculations, Engineering Analysis, Climate Change Mitigation

    Advanced · Course · 1 - 3 Months

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    LearnQuest

    Insight Selling

    Skills you'll gain: Sales Training, Inside Sales, Closing (Sales), Regional Sales, Sales Enablement, Sales Management, Sales Prospecting, Active Listening, Customer Relationship Management (CRM) Software, Meeting Facilitation, Marketing Automation, Discussion Facilitation, Customer Analysis, Virtual Teams, Stakeholder Analysis, Customer Insights, Negotiation, Needs Assessment, Data Storytelling, Emotional Intelligence

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Financial Ratios: Analyze & Apply Key Metrics

    Skills you'll gain: Variance Analysis, Accounting, Financial Statements, Business Metrics, Financial Statement Analysis, Financial Analysis, Performance Measurement, Cash Flows, Balance Sheet, Spreadsheet Software, Business, Performance Metric, Performance Analysis, Key Performance Indicators (KPIs), Analysis, Income Statement, Excel Formulas, Benchmarking

    Beginner · Course · 1 - 4 Weeks

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    Logical Operations

    Maximize Office Productivity with GenAI

    Skills you'll gain: Google Gemini, Productivity Software, Presentations, Microsoft PowerPoint, Problem Solving, Google Docs, Microsoft Copilot, Generative AI, Gemini, Spreadsheet Software, Brainstorming, Microsoft Word, Google Sheets, Prompt Engineering, Business Writing, Microsoft Excel, Excel Formulas, Microsoft 365, Artificial Intelligence, Writing

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Illinois at Urbana-Champaign

    Graduate Certificate in Taxation

    Skills you'll gain: Business Strategy, Data Visualization, Data Storytelling, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Organizational Change, Mergers & Acquisitions, Financial Statement Analysis, Project Closure, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Data Governance, Financial Auditing, Generative AI, Supply And Demand, Statistical Inference

    Credit offered

    Graduate Certificate · 6 - 12 Months

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    Council on Foreign Relations

    Global Affairs Explained: The Fundamentals

    Skills you'll gain: International Relations, World History, Political Sciences, Social Sciences, Culture, Socioeconomics, Public Policies, Policy Analysis, Strategic Decision-Making, Economics, Governance, Analysis

    Beginner · Course · 1 - 3 Months

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    Coursera

    Harden AI: Secure Your ML Pipelines

    Skills you'll gain: AI Security, Vulnerability Scanning, Hardening, DevSecOps, Vulnerability Assessments, Responsible AI, Identity and Access Management, MLOps (Machine Learning Operations), Infrastructure Security, Security Controls, Threat Modeling, Model Deployment, Model Evaluation, CI/CD, Continuous Monitoring, AI Personalization, Resilience, Compliance Management, Containerization, Engineering

    Intermediate · Course · 1 - 4 Weeks

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    Alex Genadinik

    Decision-Making And Thinking Like Leaders And CEOs

    Skills you'll gain: Decision Making, Strategic Decision-Making, Emotional Intelligence, Data-Driven Decision-Making, Critical Thinking, Business Leadership, Analytical Skills, Leadership, Behavioral Economics, Case Studies, Microsoft Excel, Entrepreneurship, Self-Awareness

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Tweet Emotion Recognition with TensorFlow

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Python Programming, Natural Language Processing, Data Preprocessing, Applied Machine Learning, Text Mining, Machine Learning Algorithms, Deep Learning, Classification Algorithms, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    174 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Reconcile Accounts: Detect Fraud & Resolve Discrepancies

    Skills you'll gain: Fraud detection, Reconciliation, Variance Analysis, Cash Control, Internal Controls, Asset Protection, Accounting Records, Financial Statement Analysis, Financial Controls, Investigation

    Beginner · Course · 1 - 4 Weeks

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    LearnQuest

    Machine Learning Models in Science

    Skills you'll gain: Data Preprocessing, Applied Machine Learning, Dimensionality Reduction, Data Cleansing, Scikit Learn (Machine Learning Library), Data Transformation, Artificial Neural Networks, Random Forest Algorithm, Machine Learning, Unsupervised Learning, Supervised Learning, Classification Algorithms, Predictive Modeling, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Master Scrum Fundamentals for PSM-I Certification Success

    Skills you'll gain: Agile Methodology, Scrum (Software Development), Agile Project Management, Sprint Retrospectives, Sprint Planning, Case Studies, Performance Improvement, Performance Analysis, Product Development, Continuous Improvement Process

    Beginner · Course · 1 - 4 Weeks

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

  • Engineering Foundation for Building Energy Systems: University of Colorado Boulder
  • Insight Selling: LearnQuest
  • Financial Ratios: Analyze & Apply Key Metrics: Coursera
  • Maximize Office Productivity with GenAI: Logical Operations
  • Graduate Certificate in Taxation: University of Illinois at Urbana-Champaign
  • Global Affairs Explained: The Fundamentals: Council on Foreign Relations
  • Harden AI: Secure Your ML Pipelines: Coursera
  • Decision-Making And Thinking Like Leaders And CEOs: Alex Genadinik
  • Tweet Emotion Recognition with TensorFlow: Coursera
  • Reconcile Accounts: Detect Fraud & Resolve Discrepancies: Coursera

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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