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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

    Support Vector Machines in Python, From Start to Finish

    Skills you'll gain: Scikit Learn (Machine Learning Library), Predictive Modeling, Tensorflow, Cloud Computing, Statistical Machine Learning, Machine Learning Software, Classification Algorithms, Applied Machine Learning, Machine Learning Methods, Python Programming, Model Training, Data Preprocessing, Data Science, Machine Learning, Model Evaluation, Model Optimization, Scientific Visualization

    ★ 4.6 (162) · Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Analyze Web Logs with Kibana & Elasticsearch

    Skills you'll gain: Dashboard Creation, Kibana, Dashboard, Interactive Data Visualization, Data Presentation, Data Visualization, Web Analytics, Data Visualization Software, Exploratory Data Analysis, Data Analysis, Business Intelligence, Data Wrangling, Data Analysis Software, Analysis, Business Analysis, Data Import/Export, Project Implementation, Business Software, Communication

    ★ 5 (12) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Virginia

    Business Strategy

    Skills you'll gain: Growth Strategies, Business Strategy, Strategic Thinking, Plan Execution, Strategic Planning, Mergers & Acquisitions, Competitive Analysis, Organizational Strategy, Business Ethics, Peer Review, Data-Driven Decision-Making, Business Planning, Corporate Strategy, Strategic Leadership, Strategic Decision-Making, Governance, Stakeholder Management, New Business Development, Business Research, Analysis

    ★ 4.8 (4.9K) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Financial Analytics in RStudio: Identify Profit Drivers

    Skills you'll gain: Operational Analysis, Operational Performance Management, Performance Measurement, Performance Analysis, Performance Metric, Performance Improvement, Operating Cost, Data Import/Export, Variance Analysis, Exploratory Data Analysis, Data Analysis, Financial Analysis, Profit and Loss (P&L) Management, Corrective and Preventive Action (CAPA), Operations Management, Plot (Graphics), Waterfall Methodology

    Intermediate · Guided Project · Less Than 2 Hours

  • I

    Illinois Tech

    Introduction to Time Series

    Skills you'll gain: Time Series Analysis and Forecasting, R (Software), R Programming, Statistical Analysis, Statistical Software, Forecasting, Statistical Modeling, Data Analysis, Statistical Methods, Statistical Reporting, Predictive Modeling, Correlation Analysis, Statistical Visualization, Data Presentation, Probability & Statistics, Model Evaluation, Statistical Hypothesis Testing, Numerical Analysis, Data Transformation

    ★ 4.2 (9) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Harnessing LLMs: Strategy, Fine-Tuning & Evaluation

    Skills you'll gain: Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, Responsible AI, Model Evaluation, Fine-tuning, Model Deployment, Feature Engineering, LangChain, Model Optimization, Large Language Modeling, Generative Model Architectures, Generative AI, LLM Application, MLOps (Machine Learning Operations), Model Training, OpenAI API, Generative Adversarial Networks (GANs), Business Strategy, Python Programming

    ★ 4.1 (96) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • N

    Northeastern University

    Healthcare Information Design and Visualizations

    Skills you'll gain: Data Storytelling, Exploratory Data Analysis, Data Visualization, Data Visualization Software, Data Presentation, Tableau Software, Dashboard, Data Analysis Software, Data Analysis, Data-Driven Decision-Making, Data Ethics, Trend Analysis, Technical Communication, Business Analytics, Storytelling, Peer Review, Data Collection, Design Elements And Principles

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Virginia

    Entrepreneurship: Growing Your Business

    Skills you'll gain: Financial Statements, Financial Accounting, Balance Sheet, Financial Reporting, Financial Statement Analysis, Design Thinking, Accounting, Innovation, Journey Mapping, Process Design, Entrepreneurship, Philanthropy, Courage, Leadership Development, Corporate Sustainability, Stakeholder Engagement, Professional Development, Business Ethics, Finance, HR Tech

    ★ 4.8 (7.8K) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Detecting COVID-19 with Chest X-Ray using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Model Training, Convolutional Neural Networks, Transfer Learning, Image Analysis, Predictive Modeling, Deep Learning, Radiology, Medical Imaging, Computer Vision, Machine Learning, Data Preprocessing, Data Transformation

    ★ 4.5 (340) · Intermediate · Guided Project · Less Than 2 Hours

  • D

    DeepLearning.AI

    LangChain for LLM Application Development

    Skills you'll gain: LangChain, LLM Application, Large Language Modeling, Retrieval-Augmented Generation, Generative AI Agents, Prompt Engineering, Prompt Patterns, Generative Model Architectures, AI Workflows

    ★ 4.7 (332) · Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Coursera

    SQL Window Functions for Analytics

    Skills you'll gain: SQL, PostgreSQL, Query Languages, Database Management, Database Systems, Data Manipulation

    ★ 4.6 (42) · Advanced · Guided Project · Less Than 2 Hours

  • F

    Fractal Analytics

    Model Context Protocol (MCP) Mastery

    Skills you'll gain: Model Context Protocol, AI Security, AI Integrations, Tool Calling, Generative AI Agents, Security Engineering, Context Management, Interoperability, Agentic systems, Generative AI

    ★ 4.6 (58) · 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

  • Support Vector Machines in Python, From Start to Finish: Coursera
  • Analyze Web Logs with Kibana & Elasticsearch: EDUCBA
  • Business Strategy: University of Virginia
  • Financial Analytics in RStudio: Identify Profit Drivers: Coursera
  • Introduction to Time Series: Illinois Tech
  • Harnessing LLMs: Strategy, Fine-Tuning & Evaluation: Coursera
  • Healthcare Information Design and Visualizations: Northeastern University
  • Entrepreneurship: Growing Your Business: University of Virginia
  • Detecting COVID-19 with Chest X-Ray using PyTorch: Coursera
  • LangChain for LLM Application Development: DeepLearning.AI

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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