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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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    Northeastern University

    Statistical Learning for Engineering Part 2

    Skills you'll gain: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Getting Started with Jira

    Skills you'll gain: Jira (Software), Sprint Planning, Work Breakdown Structure, Dashboard, Sprint Retrospectives, User Story, Verification And Validation, Quality Assurance, Issue Tracking, Software Testing, Data Visualization, Test Planning, Workflow Management, Project Management, Capacity Planning, Data-Driven Decision-Making, Kanban Principles, Continuous Improvement Process, Agile Methodology, Root Cause Analysis

    Intermediate · Specialization · 3 - 6 Months

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    Simplilearn

    Introduction to Linear Regression Training

    Skills you'll gain: Predictive Analytics, Regression Analysis, Predictive Modeling, Machine Learning, Supervised Learning, Forecasting, Case Studies, Business Analytics, Statistical Modeling

    Beginner · Course · 1 - 4 Weeks

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    Meta

    Programming with JavaScript

    Skills you'll gain: Jest (JavaScript Testing Framework), Web Development Tools, Javascript, Unit Testing, Web Applications, Object Oriented Programming (OOP), Node.JS, JSON, Computer Programming, Data Structures, Debugging, Package and Software Management, Program Development, Front-End Web Development, Functional Design

    4.7
    Rating, 4.7 out of 5 stars
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    4.9K reviews

    Beginner · Course · 1 - 3 Months

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    IBM

    IBM Project Manager

    Skills you'll gain: Stakeholder Engagement, Agile Software Development, Scrum (Software Development), Project Management Life Cycle, Resource Management, Risk Management, Peer Review, Earned Value Management, Stakeholder Management, Agile Methodology, Project Risk Management, Team Motivation, Kanban Principles, Project Management, IT Management, Interviewing Skills, Professional Networking, Leadership, Project Coordination, Communication

    4.8
    Rating, 4.8 out of 5 stars
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    5.5K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Michigan State University

    Photography Basics and Beyond: From Smartphone to DSLR

    Skills you'll gain: Design Elements And Principles, Photography, Photo Editing, Peer Review, Creative Design, Graphic and Visual Design, Photo/Video Production and Technology, Image Quality, File Management, Creativity, Storytelling, Digital Publishing, Social Media, Content Creation, Copywriting, Information Privacy, Writing, Web Design and Development

    4.7
    Rating, 4.7 out of 5 stars
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    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Export and Highlight Project Tasks Fast

    Skills you'll gain: Google Sheets, Data Import/Export, Stakeholder Communications, Management Reporting, Spreadsheet Software, Dashboard, Business Reporting, Timelines, Project Documentation, Project Management Software, Prioritization

    Beginner · Course · 1 - 4 Weeks

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    Logical Operations

    Microsoft Access for Office 365: Part 2

    Skills you'll gain: Microsoft Access, Relational Databases, Database Design, Database Management, Data Integrity, Databases, Data Validation, Database Software, Query Languages, Microsoft 365, Data Management, Microsoft Office, Data Presentation, Productivity Software, User Interface (UI), User Interface (UI) Design

    Mixed · Course · 1 - 3 Months

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    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving

    Skills you'll gain: Excel Macros, Visual Basic (Programming Language), Programming Principles, Data Import/Export, Microsoft Excel, Problem Solving, Computer Programming, Spreadsheet Software, Simulations, Code Review, Algorithms, UI Components, Debugging, Data Management, User Interface (UI), File I/O, Data Cleansing, Automation, Data Validation

    4.8
    Rating, 4.8 out of 5 stars
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    Beginner · Specialization · 3 - 6 Months

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    Microsoft

    Microsoft R Programming for Everyone

    Skills you'll gain: Rmarkdown, Version Control, Web Scraping, Regression Analysis, Knitr, Exploratory Data Analysis, Statistical Analysis, Data Manipulation, Dimensionality Reduction, Ggplot2, Geospatial Information and Technology, Time Series Analysis and Forecasting, Plotly, Microsoft Azure, Data Cleansing, Data Visualization, Software Documentation, R Programming, Data Quality, Microsoft Copilot

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    Rating, 4.5 out of 5 stars
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    Beginner · Professional Certificate · 3 - 6 Months

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    Coursera

    Automate Cloud Workflows with Python Scripting

    Skills you'll gain: Infrastructure as Code (IaC), Scripting, Cloud Deployment, Data Persistence, Python Programming, Command-Line Interface, Virtual Machines, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

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    Creo Incubator

    مجموعة أدوات ريادة الأعمال

    Skills you'll gain: Go To Market Strategy, Growth Strategies, Ideation, Entrepreneurial Finance, Entrepreneurship, Market Analysis, User Experience, Fundraising, Lean Methodologies, Target Market, Cash Flow Forecasting, Creative Thinking, Business Valuation, Financial Analysis, Sales Strategy, Brand Strategy, Product Design, A/B Testing, Strategic Thinking, Critical Thinking and Problem Solving

    Beginner · Specialization · 3 - 6 Months

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

  • Statistical Learning for Engineering Part 2: Northeastern University
  • Getting Started with Jira: Coursera
  • Introduction to Linear Regression Training : Simplilearn
  • Programming with JavaScript: Meta
  • IBM Project Manager: IBM
  • Photography Basics and Beyond: From Smartphone to DSLR: Michigan State University
  • Export and Highlight Project Tasks Fast: Coursera
  • Microsoft Access for Office 365: Part 2: Logical Operations
  • Excel/VBA for Creative Problem Solving: University of Colorado Boulder
  • Microsoft R Programming for Everyone: Microsoft

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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