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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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    É

    École Polytechnique Fédérale de Lausanne

    Initiation à la programmation (en Java)

    Skills you'll gain: Programming Principles, Java Programming, Java, Computer Programming, Data Structures, Development Environment, Problem Solving, Algorithms, Eclipse (Software), Debugging

    4.8
    Rating, 4.8 out of 5 stars
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    435 reviews

    Beginner · Course · 1 - 3 Months

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    CertNexus

    Train Machine Learning Models

    Skills you'll gain: Jupyter, Unsupervised Learning, Model Evaluation, Classification Algorithms, Applied Machine Learning, Predictive Modeling, Regression Analysis, Data Preprocessing, Machine Learning, Supervised Learning, Feature Engineering, Performance Tuning, Algorithms

    Intermediate · Course · 1 - 3 Months

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    LearnQuest

    Build AI Agents with Practical App Design

    Skills you'll gain: AI Workflows, Technical Communication, AI Enablement, Model Deployment, Generative AI Agents, Data Integration, AI Orchestration, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Responsible AI, Artificial Intelligence, Cloud Computing, Deep Learning, Data Visualization, Python Programming, Machine Learning, Data Engineering, Anomaly Detection, Statistical Analysis

    Beginner · Specialization · 1 - 3 Months

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    Packt

    Modern Natural Language Processing

    Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Embeddings, Hugging Face, Deep Learning, Large Language Modeling, Transfer Learning, Convolutional Neural Networks, Text Mining, Semantic Web, Tensorflow, PyTorch (Machine Learning Library), Artificial Neural Networks, Python Programming, Cryptography, Classification Algorithms, Probability Distribution, Machine Learning Algorithms, Data Processing, Algorithms

    Intermediate · Specialization · 3 - 6 Months

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    U

    University of London

    Business Sustainability in the Circular Economy

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Reverse Logistics, Sustainable Development, Business Ethics, Sustainability Reporting, Environmental Laws, Environmental Issue, Business Management, Waste Minimization, Environmental Regulations, Logistics Management, Logistics, Business Strategies, Climate Change Mitigation

    4.6
    Rating, 4.6 out of 5 stars
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    287 reviews

    Beginner · Course · 1 - 4 Weeks

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    IBM

    Fundamentals of Building AI Agents

    Skills you'll gain: LangChain, Tool Calling, LLM Application, AI Workflows, Agentic systems, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Application Development, Software Development

    4.7
    Rating, 4.7 out of 5 stars
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    97 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Leeds

    Fundamental Skills in Engineering Design

    Skills you'll gain: Engineering Design Process, Engineering Management, Requirements Elicitation, Product Lifecycle Management, Problem Solving, Product Design, Product Development, Engineering Practices, New Product Development, Product Requirements, Conceptual Design

    4.7
    Rating, 4.7 out of 5 stars
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    229 reviews

    Beginner · Course · 1 - 4 Weeks

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    Kennesaw State University

    Cybersecurity and the Internet of Things

    Skills you'll gain: Internet Of Things, Cybersecurity, Cyber Security Strategy, Cyber Security Policies, Security Awareness, Wireless Networks, Information Privacy, General Networking, Data Security, Emerging Technologies, Cyber Security Assessment, Vulnerability Assessments

    4.6
    Rating, 4.6 out of 5 stars
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    2.2K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Master in Microsoft Power BI Desktop and Service

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Transformation, Business Intelligence, Data Modeling, Interactive Data Visualization, Data Manipulation, Dashboard, Data Visualization Software, Microsoft Excel, SQL Server Reporting Services, Data Warehousing, Data Sharing, Data Integration

    Intermediate · Course · 1 - 3 Months

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    Macquarie University

    Management and financial accounting: Know your numbers 1

    Skills you'll gain: Governance, Management Accounting, Budgeting, Financial Modeling, Financial Data, Accounting, Financial Analysis, Forecasting, Financial Acumen, Financial Statement Analysis, Financial Accounting, Financial Statements, Business Acumen, Business Metrics, Business Management, Organizational Strategy, Strategic Decision-Making, Cash Flows

    4.7
    Rating, 4.7 out of 5 stars
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    322 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Creating a Budget with Microsoft Excel

    Skills you'll gain: Budgeting, Microsoft Excel, Budget Management, Operating Budget, Excel Formulas, Spreadsheet Software, Financial Data, Microsoft Office

    4.5
    Rating, 4.5 out of 5 stars
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    632 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    J

    Johns Hopkins University

    Advanced Methods in Machine Learning Applications

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Applied Machine Learning, Dimensionality Reduction, Reinforcement Learning, Regression Analysis, Machine Learning, Data Mining, Machine Learning Algorithms, Random Forest Algorithm, Decision Tree Learning, Supervised Learning, Logistic Regression, Classification Algorithms

    Intermediate · Course · 1 - 3 Months

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

  • Initiation à la programmation (en Java): École Polytechnique Fédérale de Lausanne
  • Train Machine Learning Models: CertNexus
  • Build AI Agents with Practical App Design: LearnQuest
  • Modern Natural Language Processing: Packt
  • Business Sustainability in the Circular Economy: University of London
  • Fundamentals of Building AI Agents: IBM
  • Fundamental Skills in Engineering Design: University of Leeds
  • Cybersecurity and the Internet of Things: Kennesaw State University
  • Master in Microsoft Power BI Desktop and Service: Packt
  • Management and financial accounting: Know your numbers 1: 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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