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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


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    Coursera

    Estimate Agile Work with Story Points

    Skills you'll gain: Sprint Planning, User Story, Project Estimation, Scrum (Software Development), Agile Project Management, Agile Methodology, Forecasting, Jira (Software), Project Management Software, Stakeholder Communications

    Beginner · Course · 1 - 4 Weeks

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    Columbia University

    Economics of Money and Banking

    Skills you'll gain: International Finance, Derivatives, Financial Systems, Balance Sheet, Financial Market, Payment Systems, Banking, Capital Markets, Economics, Market Liquidity, Financial Regulation, Finance, Market Dynamics

    4.9
    Rating, 4.9 out of 5 stars
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    1.7K reviews

    Mixed · Course · 3 - 6 Months

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    Google Cloud

    ML Pipelines on Google Cloud en Español

    Skills you'll gain: CI/CD, MLOps (Machine Learning Operations), Data Pipelines, Google Cloud Platform, Model Deployment, Tensorflow, Metadata Management, Model Evaluation, Containerization, Distributed Computing

    Advanced · Course · 1 - 3 Months

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    Dartmouth College

    Machine Learning with Neural Networks

    Skills you'll gain: Bayesian Network, Artificial Neural Networks, Convolutional Neural Networks, Deep Learning, Tensorflow, Machine Learning, Model Evaluation, Network Architecture, Algorithms, Probability Distribution

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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    DeepLearning.AI

    الذكاء الاصطناعي للجميع

    Skills you'll gain: Artificial Intelligence, AI Product Strategy, Artificial Neural Networks, Deep Learning, Business Analytics, Responsible AI, Data Ethics, Machine Learning, Digital Transformation, Data Science

    4.8
    Rating, 4.8 out of 5 stars
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    961 reviews

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Java Programming: Principles of Software Design

    Skills you'll gain: Object Oriented Programming (OOP), Java, Java Programming, Software Engineering, Programming Principles, Computer Programming, Software Design, Predictive Modeling, Algorithms, Data Structures, Performance Testing, File I/O, Debugging, Application Programming Interface (API)

    4.6
    Rating, 4.6 out of 5 stars
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    1.5K reviews

    Beginner · Course · 1 - 3 Months

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    University of Pennsylvania

    Decision-Making and Scenarios

    Skills you'll gain: Data-Driven Decision-Making, Forecasting, Financial Modeling, Financial Statements, Decision Making, Capital Budgeting, Financial Analysis, Return On Investment, Cash Flows, New Business Development, Risk Analysis, Income Statement, Balance Sheet, Spreadsheet Software

    4.6
    Rating, 4.6 out of 5 stars
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    1.7K reviews

    Mixed · Course · 1 - 4 Weeks

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    Università Bocconi

    Startup Calling: dall'idea all'impatto

    Skills you'll gain: Entrepreneurship, Go To Market Strategy, Business Modeling, Market Analysis, Competitive Analysis, Fundraising, Problem Management, New Product Development, User Research, Innovation, Customer Insights, Value Propositions, Presentations, Lean Methodologies, Interviewing Skills

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    CHRO Excellence: Transforming HR Teams

    Skills you'll gain: Culture Transformation, Human Resource Strategy, Human Capital, Organizational Change, Diversity and Inclusion, Strategic Leadership, Talent Management, Business Transformation, Change Management, Workforce Planning, Organizational Effectiveness, Data-Driven Decision-Making, Predictive Analytics, Strategic Partnership

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Algorithms and Problem-Solving in JavaScript

    Skills you'll gain: Algorithms, Pseudocode, Javascript, Data Structures, Computational Thinking, Performance Tuning, Computer Programming, Solution Design, Object Oriented Programming (OOP), Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Python for Google App Engine

    Skills you'll gain: Google App Engine, Cloud Applications, Restful API, Google Cloud Platform, Cloud Computing Architecture, OAuth, Cloud Computing, Cloud Services, Application Deployment, Platform As A Service (PaaS), Python Programming, Cloud Storage, Application Performance Management, Authentications, Web Applications, Data Store, MySQL, Scalability

    Beginner · Course · 1 - 3 Months

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    Coursera

    Build Project Timelines with Confidence

    Skills you'll gain: Timelines, Project Schedules, Project Management, Milestones (Project Management), Project Coordination, Scheduling, Project Scoping, Project Management Software, Project Planning, Dependency Analysis, Stakeholder Communications

    Beginner · Course · 1 - 4 Weeks

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

  • Estimate Agile Work with Story Points: Coursera
  • Economics of Money and Banking: Columbia University
  • ML Pipelines on Google Cloud en Español: Google Cloud
  • Machine Learning with Neural Networks: Dartmouth College
  • الذكاء الاصطناعي للجميع: DeepLearning.AI
  • Java Programming: Principles of Software Design: Duke University
  • Decision-Making and Scenarios: University of Pennsylvania
  • Startup Calling: dall'idea all'impatto: Università Bocconi
  • CHRO Excellence: Transforming HR Teams: Coursera
  • Algorithms and Problem-Solving in JavaScript: Packt

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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