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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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    É

    École Polytechnique Fédérale de Lausanne

    Analyse numérique pour ingénieurs

    Skills you'll gain: Numerical Analysis, Engineering Analysis, Differential Equations, Matlab, Calculus, Mathematical Modeling, Linear Algebra, Applied Mathematics, Integral Calculus, Algorithms, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
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    109 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Use Mailchimp to Build an E-mail Marketing Campaign

    Skills you'll gain: Email Marketing, Advertising Mail, Direct Marketing, Campaign Management, Marketing Materials, Marketing, Digital Marketing, Target Audience, Registration, Design, Business

    4.5
    Rating, 4.5 out of 5 stars
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    382 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    U

    University of Pennsylvania

    Social Entrepreneurship

    Skills you'll gain: Social Impact, Project Scoping, Entrepreneurship, Sustainable Development, Feasibility Studies, Customer Analysis, Target Audience, Stakeholder Management, Competitive Analysis, Business Operations, Cost Estimation, New Business Development, Business Research

    4.7
    Rating, 4.7 out of 5 stars
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    405 reviews

    Mixed · Course · 1 - 4 Weeks

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    Georgia Institute of Technology

    Introduction to High-Throughput Materials Development

    Skills you'll gain: Materials science, Experimentation, New Product Development, Laboratory Research, Product Development, Sustainable Technologies, Chemical Engineering, Process Development, Chemistry, Prototyping, Mechanical Engineering, Laboratory Techniques

    4.6
    Rating, 4.6 out of 5 stars
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    180 reviews

    Intermediate · Course · 1 - 3 Months

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    Free Trial
    E

    EDUCBA

    Project on Recommendation Engine - Advanced Book Recommender

    Skills you'll gain: Data Preprocessing, Scalability, Data Manipulation, Pandas (Python Package), Applied Machine Learning, Machine Learning Methods, Predictive Modeling, Python Programming, Machine Learning Algorithms, NumPy, Model Evaluation, Exploratory Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    25 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Free Trial
    U

    University of California, Irvine

    Emerging Trends & Technologies in the Virtual K-12 Classroom

    Skills you'll gain: Education Software and Technology, Learning Management Systems, Collaborative Software, Digital pedagogy, Teaching, Augmented Reality, Game Design, Virtual Environment, Emerging Technologies, Information Privacy, Social Media

    4.6
    Rating, 4.6 out of 5 stars
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    667 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Preparing for Your Professional Cloud Security Engineer Journey

    Skills you'll gain: Cloud Security, Identity and Access Management, User Accounts, Authorization (Computing), Payment Card Industry (PCI) Data Security Standards, Data Security, Role-Based Access Control (RBAC), Security Engineering, Cloud Standards, Security Controls, Network Security, Encryption, Firewall, Continuous Monitoring, CI/CD, Key Management, Virtual Networking

    4.7
    Rating, 4.7 out of 5 stars
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    149 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Prompt Engineering Generative AI for Marketing & Advertising

    Skills you'll gain: Prompt Engineering, Generative AI, A/B Testing, Copywriting, Advertising, Marketing, ChatGPT, Content Creation, Marketing Strategies, Marketing Analytics, Customer Insights, Social Media Content

    4.5
    Rating, 4.5 out of 5 stars
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    105 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    C

    Coursera

    Avionics and Aircraft Systems: Fundamentals

    Skills you'll gain: Wire Harnesses, Basic Electrical Systems, Maintenance, Repair, and Facility Services, System Monitoring, Control Systems, Electronic Systems, Electrical Systems, Safety Assurance, Test Equipment, Global Positioning Systems, Display Devices, Communication Systems, Engineering, Analysis, Operations

    4.7
    Rating, 4.7 out of 5 stars
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    70 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Personal Leadership Development Planning and Leading High Performing Teams

    Skills you'll gain: Smart Goals, Team Motivation, Team Management, Team Performance Management, Goal Setting, Leadership Development, Team Leadership, Professional Development, Leadership, People Development, Personal Development, Team Building, Emotional Intelligence, Self-Awareness, Gap Analysis, Prioritization

    4.7
    Rating, 4.7 out of 5 stars
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    238 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Bases de Inteligencia Artificial para Todos

    Skills you'll gain: Computer Vision, Dashboard, IBM Cloud, Responsible AI, Artificial Intelligence, Data Ethics, Image Analysis, ChatGPT, Cloud Computing, Pandas (Python Package), Business Workflow Analysis, Data Manipulation, No-Code Development, Context Management, Artificial Neural Networks, Cloud Applications, AI Workflows, Cloud Deployment, Application Programming Interface (API), WordPress

    4.7
    Rating, 4.7 out of 5 stars
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    448 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    T

    The State University of New York

    Ignite Your Everyday Creativity

    Skills you'll gain: Creative Problem-Solving, Creativity, Creative Thinking, Ingenuity, Innovation, Problem Solving, Cognitive flexibility, Curiosity, Open Mindset, Recognizing Others, Adaptability, Self-Awareness, Dealing With Ambiguity

    4.4
    Rating, 4.4 out of 5 stars
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    310 reviews

    Mixed · Course · 1 - 3 Months

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

  • Analyse numérique pour ingénieurs: École Polytechnique Fédérale de Lausanne
  • Use Mailchimp to Build an E-mail Marketing Campaign: Coursera
  • Social Entrepreneurship: University of Pennsylvania
  • Introduction to High-Throughput Materials Development: Georgia Institute of Technology
  • Project on Recommendation Engine - Advanced Book Recommender: EDUCBA
  • Emerging Trends & Technologies in the Virtual K-12 Classroom: University of California, Irvine
  • Preparing for Your Professional Cloud Security Engineer Journey: Google Cloud
  • Prompt Engineering Generative AI for Marketing & Advertising: Coursera
  • Avionics and Aircraft Systems: Fundamentals: Coursera
  • Personal Leadership Development Planning and Leading High Performing Teams: Rice 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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