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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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    Pontificia Universidad Católica de Chile

    Análisis de Sistemas de Transporte

    Skills you'll gain: Transportation Operations, Transportation Management, Network Analysis, Operations Research, Systems Analysis, Operational Analysis, Analysis, Demand Planning, Mathematical Modeling, Econometrics, Markov Model, Behavioral Economics, Economic Development, Economics, Policy, and Social Studies, Cost Benefit Analysis, Market Dynamics, Customer Demand Planning, Probability, Social Impact, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
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    781 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Introduction to Systems Engineering

    Skills you'll gain: Model Based Systems Engineering, Failure Analysis, Systems Engineering, Engineering Management, Requirements Management, Scope Management, Design Reviews, Project Scoping, Root Cause Analysis, Program Management, Requirements Analysis, User Requirements Documents, Test Engineering, Cost Management, Contract Management, Systems Design, Business Requirements, Systems Thinking, Project Risk Management, Risk Management

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    145 reviews

    Beginner · Specialization · 3 - 6 Months

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    Microsoft

    Develop Clustering Models with Azure ML Designer

    Skills you'll gain: Microsoft Azure, Unsupervised Learning, Applied Machine Learning, Predictive Analytics, Model Deployment, Data Transformation, Model Evaluation, Exploratory Data Analysis, Data Processing, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, User Accounts

    4.9
    Rating, 4.9 out of 5 stars
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    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    New
    Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Computer Vision

    Skills you'll gain: Image Analysis, Computer Vision, Autoencoders, Convolutional Neural Networks, Vision Transformer (ViT), Generative Adversarial Networks (GANs), Recurrent Neural Networks (RNNs), Deep Learning, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Visualization (Computer Graphics), Machine Learning Methods, Model Deployment, Embeddings, Artificial Intelligence, Data Ethics, Data Processing, Applied Machine Learning, Linear Algebra

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    37 reviews

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Portfolio Diversification using Correlation Matrix

    Skills you'll gain: Portfolio Risk, Portfolio Management, Risk Management, Financial Market, Financial Modeling, Investments, Correlation Analysis, Market Data, Return On Investment, Analysis, Statistics

    4.5
    Rating, 4.5 out of 5 stars
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    290 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Saïd Business School, University of Oxford

    AI in Financial Services: Foundations through future trends

    Skills you'll gain: FinTech, Financial Inclusion, Financial Services, Responsible AI, Data Ethics, Artificial Intelligence, Mobile Banking, Banking Services, Data Sharing, Financial Systems, Data Governance, Application Programming Interface (API), Financial Data, Financial Regulation, Finance, Artificial Intelligence and Machine Learning (AI/ML), Business Ethics, Innovation, General Data Protection Regulation (GDPR), Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
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    70 reviews

    Beginner · Specialization · 3 - 6 Months

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    Free Trial
    U

    University of Illinois Urbana-Champaign

    Infonomics II: Business Information Management and Measurement

    Skills you'll gain: Asset Management, Intellectual Property, Data Quality, Information Management, Digital Assets, Business Valuation, Information Systems, Management Information Systems, Data Governance, Enterprise Modeling, Business Metrics, Accounting, Organizational Structure, Innovation, Data Analysis, Big Data

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    33 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Generative AI for Software Development

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Database Design, LLM Application, Software Documentation, Software Design Patterns, Collaborative Software, Software Testing, OpenAI API, Application Design, Generative AI, Database Management, AI Enablement, Code Review, Software Architecture, System Design and Implementation, Dependency Analysis, Software Engineering, Software Development, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    746 reviews

    Beginner · Professional Certificate · 1 - 3 Months

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    Sciences Po

    International migrations: a global issue

    Skills you'll gain: International Relations, Immigration Law, World History, European History, Cultural Diversity, Social Sciences, Demography, Environmental Issue, Sociology, Social Justice, Political Sciences, Policty Analysis, Research, and Development, Governance, Public Policies, Economics

    4.7
    Rating, 4.7 out of 5 stars
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    560 reviews

    Beginner · Course · 1 - 3 Months

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    U

    Universidad de Chile

    Competencias Laborales: Perfiles, Evaluación y Capacitación.

    Skills you'll gain: Job Analysis, Developing Training Materials, Performance Appraisal, Job Evaluation, Training and Development, Employee Performance Management, Program Evaluation, Case Studies, Employee Surveys, Process Mapping

    4.4
    Rating, 4.4 out of 5 stars
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    428 reviews

    Intermediate · Course · 1 - 3 Months

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    Free Trial
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    Splunk Inc.

    Splunk Knowledge Manager

    Skills you'll gain: Splunk, Data Modeling, Dashboard, Pivot Tables And Charts, Interactive Data Visualization, Data Management, Database Management, Visualization (Computer Graphics), Data Mapping, Incident Management, Query Languages, Data Integration, Information Management, Event Monitoring, Performance Tuning, Frontend Performance, Big Data, Business Intelligence, Data Analysis, Business Analytics

    4.7
    Rating, 4.7 out of 5 stars
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    32 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    University of Colorado Boulder

    Concepts, Strategies, and Analytics in Performance Marketing and Digital Advertising

    Skills you'll gain: Google Ads, Digital Advertising, Online Advertising, Advertising, Contextual Advertising, Pay Per Click Advertising, Advertising Campaigns, Paid media, Social Media, Search Engine Marketing, Performance marketing, Marketing, Keyword Research, Search Engine Optimization, Social Media Marketing, Digital Marketing, Social Media Strategy, Social Media Campaigns, Data Ethics, Web Analytics and SEO

    4.6
    Rating, 4.6 out of 5 stars
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    825 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Análisis de Sistemas de Transporte: Pontificia Universidad Católica de Chile
  • Introduction to Systems Engineering: University of Colorado Boulder
  • Develop Clustering Models with Azure ML Designer: Microsoft
  • Computer Vision: University of Colorado Boulder
  • Portfolio Diversification using Correlation Matrix: Coursera
  • AI in Financial Services: Foundations through future trends: Saïd Business School, University of Oxford
  • Infonomics II: Business Information Management and Measurement: University of Illinois Urbana-Champaign
  • Generative AI for Software Development: DeepLearning.AI
  • International migrations: a global issue: Sciences Po
  • Competencias Laborales: Perfiles, Evaluación y Capacitación.: Universidad de Chile

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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