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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
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    Packt

    Blender to Unreal Engine - Become a Dungeon Prop Artist

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphic Techniques, Visualization (Computer Graphics), Computer Graphics, Graphical Tools, Video Game Development, Animation and Game Design, Model Optimization, File Management, Virtual Environment, Game Design, Data Import/Export, User Interface (UI), Image Quality

    4.4
    Rating, 4.4 out of 5 stars
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    40 reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    R: Design & Evaluate Random Forests for Attrition

    Skills you'll gain: Model Evaluation, Data Preprocessing, Model Optimization, People Analytics, Model Training, Random Forest Algorithm, R Programming, Workforce Management, Predictive Analytics, Decision Tree Learning, R (Software), Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Coursera

    Analyzing and Underwriting Corporate Credit in India

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Business Risk Management, Credit Risk, Financial Analysis, Lending and Underwriting, Commercial Lending, Risk Mitigation, Risk Analysis, Financial Acumen, Underwriting, Financial Data, Corporate Finance, Operational Risk, Analysis, Income Statement, Balance Sheet, Cash Flows, Small Data, Case Studies

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    Climate Change Leadership for Community Resilience

    Skills you'll gain: Community Organizing, Climate Change Programs, Community Development, Climate Change Adaptation, Social Sciences, Ethical Standards And Conduct, Community and Social Work, Community Outreach, Leadership, Social Impact, Sustainable Development, Environmental Policy, Sustainable Systems, Collaboration, Governance, Professional Development, Innovation, Environmental Science, Personal Development, Data Collection

    4.9
    Rating, 4.9 out of 5 stars
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    33 reviews

    Beginner · Specialization · 1 - 3 Months

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    Google Cloud

    Getting Started with Terraform for Google Cloud

    Skills you'll gain: Infrastructure as Code (IaC), Terraform, Google Cloud Platform, Cloud Infrastructure, Cloud Management, Cloud Storage, Command-Line Interface, Code Reusability, Configuration Management, Dependency Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    60 reviews

    Beginner · Course · 1 - 3 Months

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    Illinois Tech

    Business Economics and Game Theory for Decision Making

    Skills you'll gain: Game Theory, Market Dynamics, Business Economics, Strategic Decision-Making, Strategic Thinking, Business Strategy, Supply And Demand, Revenue Management, Economics, Customer Analysis, Market Analysis, Competitive Analysis, Consumer Behaviour, Profit and Loss (P&L) Management, Policy Analysis

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    51 reviews

    Intermediate · Course · 1 - 3 Months

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    Whizlabs

    AWS: Storage

    Skills you'll gain: Amazon S3, Amazon Web Services, Cloud Storage, Data Storage, Data Storage Technologies, Amazon Elastic Compute Cloud, AWS Identity and Access Management (IAM), Cloud Security, Security Controls, File Management, File Systems, Key Management, Encryption

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Fine-tune Multimodal Models with Transfer Learning

    Skills you'll gain: Model Optimization, Fine-tuning, Multimodal Prompts, Generative Model Architectures, PyTorch (Machine Learning Library), Model Training, Data Processing, Tensorflow, Knowledge Transfer, Keras (Neural Network Library), Deep Learning, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Validate and Explain Your ML Models

    Skills you'll gain: Verification And Validation, Sampling (Statistics), Statistical Machine Learning, Test Data, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Advanced Credit Risk & Banking Analytics

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Credit Risk, Financial Analysis, Bank Regulations, Banking, Risk Modeling, Income Statement, Risk Management Framework, Operational Risk, Balance Sheet, Cash Flows, Lending and Underwriting, Portfolio Risk, Financial Modeling, Legal Risk, Risk Management, Commercial Banking, Compliance Management, Financial Regulation

    4.8
    Rating, 4.8 out of 5 stars
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    92 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Coursera

    Document and Evaluate LLM Prompting Success

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Token Optimization, LLM Application, MLOps (Machine Learning Operations), Retrieval-Augmented Generation, Technical Documentation, Performance Tuning, Large Language Modeling, Technical Writing, Model Optimization, Configuration Management, Performance Testing, Data Maintenance, Benchmarking, Requirements Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Edureka

    Power BI Capstone Project

    Skills you'll gain: Inventory and Warehousing, Database Design, Data-Driven Decision-Making, Analytics, Cloud Storage, Dashboard, Spreadsheet Software, Dashboard Creation, Data Management

    4.8
    Rating, 4.8 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Blender to Unreal Engine - Become a Dungeon Prop Artist: Packt
  • R: Design & Evaluate Random Forests for Attrition: EDUCBA
  • Analyzing and Underwriting Corporate Credit in India: Coursera
  • Climate Change Leadership for Community Resilience: Duke University
  • Getting Started with Terraform for Google Cloud: Google Cloud
  • Business Economics and Game Theory for Decision Making: Illinois Tech
  • AWS: Storage: Whizlabs
  • Fine-tune Multimodal Models with Transfer Learning: Coursera
  • Validate and Explain Your ML Models: Coursera
  • Advanced Credit Risk & Banking Analytics: EDUCBA

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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