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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: New
    New
    P

    Packt

    Machine Learning with R

    Skills you'll gain: Model Evaluation, Classification Algorithms, R Programming, Apache Spark, Deep Learning, Applied Machine Learning, Data Wrangling, Keras (Neural Network Library), Unsupervised Learning, Model Training, Data Manipulation, Machine Learning Algorithms, R (Software), Apache Hadoop, Data Science, Machine Learning, Tidyverse (R Package), Data Analysis, Bayesian Network, Logistic Regression

    Intermediate · Course · 3 - 6 Months

  • Status: Preview
    Preview
    E

    EDUCBA

    R: Apply & Analyze K-Means Clustering for Unsupervised ML

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Google Cloud Fundamentals: Core Infrastructure en Français

    Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, Cloud Development, Identity and Access Management, Infrastructure As A Service (IaaS), Cloud Applications, Kubernetes, Prompt Engineering, Cloud Storage, Cloud Services, Virtual Machines, Generative AI Agents, Virtual Networking, Cloud Management, Cloud Computing, Cloud Deployment, Network Infrastructure, Containerization, Data Storage, Serverless Computing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    86 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Apply SOLID Design to Optimize Java ML

    Skills you'll gain: Apache Maven, Maintainability, Java Programming, Gradle, Software Design, Software Design Patterns, Software Architecture, Build Tools, Object Oriented Design, Object Oriented Programming (OOP), Machine Learning Methods, Integration Testing, Dependency Analysis, User Interface (UI) Design, Design Strategies, Design Elements And Principles, Program Evaluation, Automation

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Capstone: Creating A Sustainability Proposal

    Skills you'll gain: Proposal Development, Sustainable Development, Stakeholder Engagement, Corporate Sustainability, Sales Presentations, Sustainable Business, Proposal Writing, Social Impact, Budgeting, Budget Management, Financial Analysis, Case Studies, Cost Benefit Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    65 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Master Dart Programming: Intermediate Control Flow & OOP

    Skills you'll gain: Scalability, Code Reusability, Software Design, Flutter (Software), Computational Logic, Functional Design, Application Development, Application Design, Computer Programming, Automation

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    UBITS

    ¿Cómo tomar decisiones en tiempos de caos?

    Skills you'll gain: Strategic Decision-Making, Decisiveness, Decision Making, Dealing With Ambiguity, Leadership, Problem Solving, Ideation, Innovation, Strategic Leadership, Adaptability, Leadership Development, Creative Thinking, Collaboration, Critical Thinking and Problem Solving

    4.9
    Rating, 4.9 out of 5 stars
    ·
    48 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Learning Deep Learning: Unit 2

    Skills you'll gain: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Tensorflow, Transfer Learning, Natural Language Processing, Embeddings, Image Analysis, Deep Learning, Computer Vision, Artificial Neural Networks, Model Training, Time Series Analysis and Forecasting, Generative Model Architectures, Network Architecture

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad Austral

    Historia de las reglas del fútbol en Inglaterra y en Argentina

    Skills you'll gain: Sociology, Social Sciences, Economics, Policy, and Social Studies, Law, Regulation, and Compliance, Regulation and Legal Compliance, World History, Governance, Ancient History, Labor Law, European History, Policy Analysis, Research, and Development, Public History

    4.8
    Rating, 4.8 out of 5 stars
    ·
    112 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    API Validation with Postman

    Skills you'll gain: Postman API Platform, API Testing, Data Validation, Application Programming Interface (API), Restful API, Verification And Validation, Performance Tuning, Microservices, Performance Testing, Test Tools, Security Controls, Data Integrity, Authentications

    4.6
    Rating, 4.6 out of 5 stars
    ·
    22 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Ceramics and Composites

    Skills you'll gain: Materials science, Mechanical Engineering, Structural Analysis, Chemistry, Manufacturing Processes, Failure Analysis, Breakage Control, Chemical Engineering, Engineering Calculations

    4.4
    Rating, 4.4 out of 5 stars
    ·
    55 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Simplilearn

    Agile and Project Management Mastery for Scrum Leaders

    Skills you'll gain: Project Risk Management, User Story, Project Management, Risk Management, Kanban Principles, Project Planning, Agile Methodology, Agile Project Management, Agile Software Development, Cost Management, Project Management Office (PMO), Backlogs, Risk Mitigation, Project Management Software, Scaled Agile Framework, Project Management Life Cycle, Risk Analysis, Team Performance Management, Sprint Planning, Sprint Retrospectives

    4.7
    Rating, 4.7 out of 5 stars
    ·
    25 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Machine Learning with R: Packt
  • R: Apply & Analyze K-Means Clustering for Unsupervised ML: EDUCBA
  • Google Cloud Fundamentals: Core Infrastructure en Français: Google Cloud
  • Apply SOLID Design to Optimize Java ML: Coursera
  • Capstone: Creating A Sustainability Proposal: University of Colorado System
  • Master Dart Programming: Intermediate Control Flow & OOP: EDUCBA
  • ¿Cómo tomar decisiones en tiempos de caos?: UBITS
  • Learning Deep Learning: Unit 2: Pearson
  • Historia de las reglas del fútbol en Inglaterra y en Argentina: Universidad Austral
  • API Validation with Postman: Coursera

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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