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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


  • C

    Coursera

    AWS AutoGluon for Machine Learning Classification

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Model Optimization, Classification Algorithms, Amazon Web Services, Model Training, Machine Learning Methods, Machine Learning Software, Predictive Modeling, Machine Learning, Python Programming

    Intermediate · Guided Project · Less Than 2 Hours

  • N

    National Taiwan University

    中國古代歷史與人物:秦始皇(Qin Shi Huang)

    Skills you'll gain: Ancient History, World History, Art History, Public History, Case Studies, Liberal Arts, Policy Analysis, Culture, Governance

    ★ 4.9 (229) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • F

    Fred Hutchinson Cancer Center

    Wrangling Computing Environments: Using Docker for Research

    Skills you'll gain: CI/CD, Continuous Integration, Containerization, Docker (Software), Development Environment, Application Deployment, Continuous Deployment, Bioinformatics, Software Development, Debugging, Package and Software Management, Code Reusability, Software Installation

    Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Optimize AI: Build Robust Ensemble Models

    Skills you'll gain: Model Deployment, Decision Intelligence, Model Evaluation, Model Optimization, Data-Driven Decision-Making, Applied Machine Learning, A/B Testing, Statistical Machine Learning, Machine Learning Methods, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Machine Learning Algorithms, Performance Analysis, Statistical Analysis, Regulatory Requirements

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    DeepSeek R1 AI: 25 Real World Projects in AI for Beginners

    Skills you'll gain: Email Automation, Analytics, LLM Application, Customer Analysis, Job Analysis, Deepseek, Grammar, Customer Support, Debugging

    Beginner · Course · 1 - 3 Months

  • P

    Pontificia Universidad Católica de Chile

    Introducción a los modelos de demanda de transporte

    Skills you'll gain: Data Collection, Transportation Operations, Surveys, Statistical Modeling, Quantitative Research, Mathematical Modeling, Sampling (Statistics), Predictive Modeling, Statistical Methods, Regression Analysis, Network Model, Model Evaluation, Logistic Regression, Probability Distribution, Probability

    ★ 4.7 (466) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • L

    LearnKartS

    CompTIA Security+ Certification Preparation

    Skills you'll gain: Computer Security Incident Management, Vulnerability Management, Cyber Security Strategy, Cyber Governance, Incident Response, Cyber Operations, Cyber Threat Intelligence, Encryption, Cyber Attacks, Security Management, Governance Risk Management and Compliance, Incident Management, Cryptographic Protocols, Threat Detection, Security Strategy, Mobile Security, Vulnerability, Security Awareness, Vulnerability Assessments, Vulnerability Scanning

    ★ 4.7 (56) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • T

    The University of Edinburgh

    Climate Change: Carbon Capture and Storage

    Skills you'll gain: Climate Change Mitigation, Energy and Utilities, Pollution Prevention, Economics, Policy, and Social Studies, Oil and Gas, Mitigation, Policy Analysis, Economics, Sustainable Technologies, Petroleum Industry, Environmental Policy, Sustainable Systems, Environment and Resource Management, Environmental Engineering, Environmental Science

    ★ 4.7 (98) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    US GAAP Accounting & Financial Reporting Mastery

    Skills you'll gain: Generally Accepted Accounting Principles (GAAP), Financial Reporting, Financial Statements, Revenue Recognition, Financial Statement Analysis, Non-Profit Accounting, Technical Accounting, Balance Sheet, Fund Accounting, Income Statement, Cash Flows, Mergers & Acquisitions, Contract Accounting, Financial Accounting, Standard Accounting Practices, Inventory Accounting, Intercompany Accounting, General Accounting, Financial Data, Accounting

    ★ 4.7 (61) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • A

    Amazon Web Services

    AI Fundamentals and the Cloud

    Skills you'll gain: Responsible AI, Amazon Bedrock, Data Ethics, AWS SageMaker, Amazon Web Services, MLOps (Machine Learning Operations), Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, LLM Application, Large Language Modeling, AI Workflows, Machine Learning, No-Code Development

    ★ 4.4 (89) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • N

    National Taiwan University

    用 Python 做商管程式設計(三)(Programming for Business Computing in Python (3))

    Skills you'll gain: Plot (Graphics), Web Scraping, Machine Learning, Machine Learning Algorithms, User Interface (UI), Operational Analysis, Business Analytics, Programming Principles, Python Programming, User Interface (UI) Design, Computational Thinking, UI Components, Object Oriented Programming (OOP), Numerical Analysis

    ★ 4.9 (163) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Machine Learning Operations (MLOps): Getting Started - Français

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Cloud Management, DevOps, Model Training, Application Lifecycle Management, AI Workflows, Applied Machine Learning, Cloud Deployment, Automation, Cloud Platforms

    Intermediate · Course · 1 - 4 Weeks

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

  • AWS AutoGluon for Machine Learning Classification: Coursera
  • 中國古代歷史與人物:秦始皇(Qin Shi Huang): National Taiwan University
  • Wrangling Computing Environments: Using Docker for Research: Fred Hutchinson Cancer Center
  • Optimize AI: Build Robust Ensemble Models: Coursera
  • DeepSeek R1 AI: 25 Real World Projects in AI for Beginners: Packt
  • Introducción a los modelos de demanda de transporte: Pontificia Universidad Católica de Chile
  • CompTIA Security+ Certification Preparation: LearnKartS
  • Climate Change: Carbon Capture and Storage: The University of Edinburgh
  • US GAAP Accounting & Financial Reporting Mastery: EDUCBA
  • AI Fundamentals and the Cloud: Amazon Web Services

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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