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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


  • G

    Google

    Automating Real-World Tasks with Python

    Skills you'll gain: Web Services, Email Automation, Scripting, Automation, Python Programming, Restful API, Application Programming Interface (API), JSON, System Monitoring, Image Analysis, Debugging

    4.8
    Rating, 4.8 out of 5 stars
    ·
    3K reviews

    Beginner · Course · 1 - 3 Months

  • M

    Meta

    Introduction to Databases

    Skills you'll gain: Database Design, Database Management Systems, SQL, Relational Databases, Databases, MySQL, Database Administration, Data Integrity, Query Languages, Data Manipulation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.4K reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Deep Learning for Real Estate Price Prediction

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Data Preprocessing, Deep Learning, Artificial Neural Networks, Tensorflow, Applied Machine Learning, Feature Engineering, Property and Real Estate, Predictive Modeling, Data Cleansing, Data Manipulation, Machine Learning, Real Estate, Regression Analysis, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    23 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Colorado System

    Identifying Patient Populations

    Skills you'll gain: Data Manipulation, Bioinformatics, Informatics, Data Processing, Clinical Informatics, Data Science, Health Informatics, Clinical Data Management, Classification Algorithms, Analytics, Patient Evaluation, Model Evaluation, Machine Learning Algorithms, Data Validation, Performance Testing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    40 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Fraud Detection and Compliance

    Skills you'll gain: Fraud detection, Generative AI, Responsible AI, Regulatory Requirements, Compliance Management, Governance, Risk Management, Data Ethics, Anomaly Detection, Artificial Intelligence, AI Enablement, Model Evaluation, Forecasting

    4.3
    Rating, 4.3 out of 5 stars
    ·
    40 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Optimize AI: Build Fast Efficient Pipelines

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Orchestrate, Analyze, and Evaluate ML Pipelines

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Mastering Customer Success

    Skills you'll gain: Customer Success Management, Crisis Management, Customer Relationship Building, Customer Retention, Customer Relationship Management (CRM) Software, Customer Engagement, Customer Relationship Management, Customer Data Management, Employee Onboarding, Customer experience improvement, Company, Product, and Service Knowledge, Performance Metric, Business Metrics, Key Performance Indicators (KPIs), Account Management, Stakeholder Engagement, Operational Excellence, Product Knowledge, Customer Insights, Smart Goals

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Apply Modern OpenGL Vertex Buffers and Shaders

    Skills you'll gain: Integrated Development Environments, Data Flow Diagrams (DFDs)

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Intermediate C# Concepts and 2D Game Development

    Skills you'll gain: Android Development, User Interface (UI) Design, Animation and Game Design, Mobile Development, Linear Algebra, Computer Graphics

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Financial Statements, Ratios, and Month-End Close Essentials

    Skills you'll gain: Month End Closing, General Ledger, Financial Statements, Business Metrics, Bookkeeping, Accounting, Financial Analysis, Financial Accounting, QuickBooks (Accounting Software), Balance Sheet, Excel Formulas, Financial Reporting, Income Statement, Variance Analysis, Accounting Records, Expense Management, Reconciliation, Financial Forecasting, Financial Management

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Analyze Asset & Fund Management Strategies

    Skills you'll gain: Investment Management, Portfolio Risk, Risk Management, Wealth Management, Return On Investment, Regulatory Compliance, Market Dynamics

    Beginner · Course · 1 - 4 Weeks

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

  • Automating Real-World Tasks with Python: Google
  • Introduction to Databases: Meta
  • Deep Learning for Real Estate Price Prediction: Coursera
  • Identifying Patient Populations: University of Colorado System
  • GenAI for Fraud Detection and Compliance: Coursera
  • Optimize AI: Build Fast Efficient Pipelines: Coursera
  • Orchestrate, Analyze, and Evaluate ML Pipelines: Coursera
  • Mastering Customer Success: Packt
  • Apply Modern OpenGL Vertex Buffers and Shaders: EDUCBA
  • Intermediate C# Concepts and 2D Game Development: Packt

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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