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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: Free Trial
    Free Trial
    R

    Rice University

    Principles of Economics: Microeconomics - Down to Business

    Skills you'll gain: Business Economics, Game Theory, Market Dynamics, Economics, Market Analysis, Supply And Demand, Operating Cost, Economics, Policy, and Social Studies, Cost Benefit Analysis, Public Policies, Cost Accounting, Consumer Behaviour, Policy Analysis, Research, and Development, Competitive Analysis, Environmental Issue, Production Process, Resource Allocation, Budgeting, Decision Making

    4.9
    Rating, 4.9 out of 5 stars
    ·
    38 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Automate R scripts with GitHub Actions: Deploy a model

    Skills you'll gain: Model Deployment, Analytics, R Programming, Scripting, Google Sheets, Email Automation, Tidyverse (R Package), Predictive Modeling, Automation, Data Manipulation, Health Technology, GitHub, Gmail, Git (Version Control System), Command-Line Interface

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    T

    Tecnológico de Monterrey

    4.- El Cálculo - Otros Modelos

    Skills you'll gain: Advanced Mathematics, Calculus, Applied Mathematics, Mathematical Software, Mathematics Education, Numerical Analysis, Mathematical Modeling, Mathematical Theory & Analysis, Digital pedagogy, Model Optimization, Algebra, Graphing, Derivatives, Graphical Tools

    4.7
    Rating, 4.7 out of 5 stars
    ·
    210 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Saïd Business School, University of Oxford

    Foundations of Sustainability and ESG

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Stakeholder Engagement, Sustainable Business, Governance, Business Metrics, Sustainable Development, Sustainability Reporting, Business Reporting, Stakeholder Management, Sustainability Standards, Environmental Issue, Stakeholder Analysis, Business Ethics, Corporate Strategy, Investment Management, Environment and Resource Management, Investments, Economic Development, Diversity and Inclusion

    4.7
    Rating, 4.7 out of 5 stars
    ·
    86 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    E-Marketing

    Skills you'll gain: Pay Per Click Advertising, Search Engine Marketing, Customer Retention, Persona Development, Digital Marketing, Marketing Analytics, Paid media, Search Engine Optimization, Online Advertising, Key Performance Indicators (KPIs), Marketing Strategies, Digital Brand Strategy, Digital Media Strategy, Target Audience, Marketing Planning, Data-Driven Marketing, Keyword Research, Social Media Strategy, Marketing Effectiveness, Social Media

    4.7
    Rating, 4.7 out of 5 stars
    ·
    414 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Virginia

    Design Thinking: Discovery Tools

    Skills you'll gain: Design Thinking, Stakeholder Analysis, Journey Mapping, Human Centered Design, Stakeholder Engagement, Design Research, Persona Development, Value Engineering, User Research, Customer experience improvement, Qualitative Research, Strategic Thinking, Job Analysis, Consumer Behaviour, Innovation, Interviewing Skills

    4.7
    Rating, 4.7 out of 5 stars
    ·
    43 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Introduction to Transformer Models for NLP: Unit 3

    Skills you'll gain: Vision Transformer (ViT), Model Deployment, Transfer Learning, Hugging Face, MLOps (Machine Learning Operations), Cloud Deployment, Large Language Modeling, Fine-tuning, Computer Vision, Image Analysis, Generative Model Architectures, Natural Language Processing, Application Deployment

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Codio

    C++ Basic Structures: Vectors, Pointers, Strings, and Files

    Skills you'll gain: File I/O, Data Import/Export, C++ (Programming Language), C and C++, Programming Principles, Data Structures, File Management, Computer Programming, Data Store, Memory Management, Computer Science, Development Environment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    243 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Leading Oneself with Self-Knowledge

    Skills you'll gain: Self-Awareness, Personal Development, Engineering Management, Leadership Development, Curiosity, Leadership, Cognitive flexibility, Growth Mindedness, Decision Making, Social Skills, Time Management, Prioritization

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    78 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Feedback and Coaching For Everyone

    Skills you'll gain: Rapport Building, Growth Mindedness, Recognizing Others, Empathy, Companionship, Relationship Building, Relationship Management, Constructive Feedback, Team Building, Interpersonal Communications, Social Skills, Pedagogy, Friendliness, Leadership, Compassion, Open Mindset, Decision Making, Independent Thinking, Conflict Management, Accountability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    179 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Basic Cryptography and Programming with Crypto API

    Skills you'll gain: Cryptography, Data Encryption Standard, Encryption, Advanced Encryption Standard (AES), Cryptographic Protocols, Application Security, Key Management, Public Key Cryptography Standards (PKCS), Secure Coding, Web Development, Email Security, PHP (Scripting Language), Authentications, Intrusion Detection and Prevention, Data Integrity, Algorithms, Command-Line Interface

    4.5
    Rating, 4.5 out of 5 stars
    ·
    101 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Cape Town

    How Entrepreneurs in Emerging Markets can master the Blockchain Technology

    Skills you'll gain: Blockchain, Cryptography, FinTech, Cryptographic Protocols, Emerging Technologies, Machine Learning Methods, Encryption, Ledgers (Accounting), Bookkeeping, Machine Learning, Financial Data, AI Enablement, Machine Learning Algorithms, Applied Machine Learning, Artificial Intelligence, Financial Systems, Supervised Learning, Data Structures, Information Privacy, Entrepreneurship

    4.7
    Rating, 4.7 out of 5 stars
    ·
    48 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Principles of Economics: Microeconomics - Down to Business: Rice University
  • Automate R scripts with GitHub Actions: Deploy a model: Coursera
  • 4.- El Cálculo - Otros Modelos: Tecnológico de Monterrey
  • Foundations of Sustainability and ESG: Saïd Business School, University of Oxford
  • E-Marketing: University of California, Irvine
  • Design Thinking: Discovery Tools: University of Virginia
  • Introduction to Transformer Models for NLP: Unit 3: Pearson
  • C++ Basic Structures: Vectors, Pointers, Strings, and Files: Codio
  • Leading Oneself with Self-Knowledge: University of Colorado Boulder
  • Feedback and Coaching For Everyone: Arizona State 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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