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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


  • U

    University of California, Santa Cruz

    Bayesian Statistics: Mixture Models

    Skills you'll gain: R Programming, Statistical Modeling, Bayesian Statistics, Statistical Software, Markov Model, Mathematical Modeling, Statistical Methods, Probability & Statistics, Unsupervised Learning, Machine Learning Methods, Probability Distribution, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    ·
    62 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Automate Jira: Sync and Prove ROI

    Skills you'll gain: Report Writing, Return On Investment, Business Process Automation, Business Writing, Persuasive Communication, Cost Estimation, Cost Benefit Analysis, Automation, Operational Efficiency, Workflow Management, AI Enablement, Business Analysis, Business Metrics, Stakeholder Communications, Excel Formulas, Forecasting, Data Integration

    Beginner · Course · 1 - 4 Weeks

  • R

    Rice University

    Introduction à l'analyse de données à l'aide d'Excel

    Skills you'll gain: Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Excel Formulas, Data Visualization Software, Graphing, Data Analysis, Scatter Plots, Histogram, Data Manipulation, Data Import/Export

    4.5
    Rating, 4.5 out of 5 stars
    ·
    20 reviews

    Mixed · Course · 1 - 4 Weeks

  • S

    Starweaver

    Financial Modeling Fundamentals

    Skills you'll gain: Financial Modeling, Microsoft Excel, Financial Statement Analysis, Financial Forecasting, Excel Formulas, Revenue Forecasting, Financial Analysis, Business Modeling, Financial Statements, Risk Analysis, Cash Flow Forecasting, Balance Sheet, Forecasting, Accounting, Working Capital, Operational Excellence

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Davis

    Computational Social Science Capstone Project

    Skills you'll gain: Social Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Databases, Data Processing, Social Sciences, Trend Analysis, Data Collection, Unstructured Data, Simulations, Big Data, Machine Learning, Computational Thinking, Artificial Intelligence and Machine Learning (AI/ML)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    41 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    TensorFlow Prediction: Identify Penguin Species

    Skills you'll gain: Model Evaluation, Data Preprocessing, Tensorflow, Applied Machine Learning, Feature Engineering, Data Cleansing, Classification And Regression Tree (CART), Machine Learning, Random Forest Algorithm, Pandas (Python Package), Data Analysis, Exploratory Data Analysis

    Intermediate · Guided Project · Less Than 2 Hours

  • S

    Scrimba

    Intro to AI Engineering

    Skills you'll gain: Prompt Engineering, Responsible AI, OpenAI API, Generative AI, Data Ethics, AI Security, ChatGPT, Artificial Intelligence, Application Programming Interface (API), Computer Programming, Key Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    121 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Budgeting & Visualize Financial Variances

    Skills you'll gain: Variance Analysis, Dashboard, Budget Management, Data Storytelling, Financial Reporting, Business Metrics, Financial Analysis, Budgeting, Data Presentation, Financial Data, Microsoft Excel, Data Visualization, Financial Forecasting, Excel Formulas, Business Communication, Strategic Decision-Making

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Build a Machine Learning Web App with Streamlit and Python

    Skills you'll gain: Machine Learning Algorithms, Data Visualization, Dashboard, Classification Algorithms, Interactive Data Visualization, Data Visualization Software, Model Evaluation, Machine Learning, Scikit Learn (Machine Learning Library), Plot (Graphics), Web Applications, Logistic Regression, Predictive Modeling, Data Science, Python Programming, Pandas (Python Package)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    417 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Machine Learning - Anomaly Detection via PyCaret

    Skills you'll gain: Model Deployment, Anomaly Detection, Jupyter, Exploratory Data Analysis, Unsupervised Learning, Model Evaluation, Data Visualization, Applied Machine Learning, Machine Learning Methods, Data Preprocessing, Machine Learning

    3.8
    Rating, 3.8 out of 5 stars
    ·
    18 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Financial Statements: Analyze and Apply Key Ratios

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Analysis, Balance Sheet, Financial Data, Spreadsheet Software, Income Statement, Gross Profit, Case Studies, Business Metrics, Performance Analysis, Cash Flows, Annual Reports, Key Performance Indicators (KPIs), Benchmarking

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Virginia

    Digital Product Management

    Skills you'll gain: Usability Testing, Agile Product Development, New Product Development, Continuous Delivery, Agile Software Development, User Story, Product Management, Agile Methodology, Product Testing, Agile Project Management, Team Performance Management, Team Management, Design Thinking, Team Building, Team Leadership, DevOps, Customer Analysis, Innovation, Analytics, Business Analytics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9.8K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Bayesian Statistics: Mixture Models: University of California, Santa Cruz
  • Automate Jira: Sync and Prove ROI: Coursera
  • Introduction à l'analyse de données à l'aide d'Excel: Rice University
  • Financial Modeling Fundamentals: Starweaver
  • Computational Social Science Capstone Project: University of California, Davis
  • TensorFlow Prediction: Identify Penguin Species: Coursera
  • Intro to AI Engineering: Scrimba
  • Budgeting & Visualize Financial Variances: Coursera
  • Build a Machine Learning Web App with Streamlit and Python: Coursera
  • Machine Learning - Anomaly Detection via PyCaret: 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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