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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
    M

    Microsoft

    Foundations of AI and Machine Learning

    Skills you'll gain: Model Deployment, Data Management, Artificial Intelligence and Machine Learning (AI/ML), Infrastructure Architecture, Data Infrastructure, AI Integrations, MLOps (Machine Learning Operations), Application Deployment, AI Workflows, Model Evaluation, Data Cleansing, Artificial Intelligence, Data Security, Application Frameworks, Machine Learning, Data Preprocessing, Data Pipelines, Scalability

    4.5
    Rating, 4.5 out of 5 stars
    ·
    279 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    The University of Hong Kong

    Implant Dentistry

    Skills you'll gain: Dental Procedures, Dentistry, Treatment Planning, Surgical Suturing, Oral and Dental Care, Patient Evaluation, Dental Care, Patient Treatment, Surgery, Oral Health, Medical Equipment and Technology, Biology, Radiology, Risk Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.7K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    Get Started with Microsoft Forms

    Skills you'll gain: Surveys, Employee Surveys, User Feedback, Microsoft Office, Microsoft 365

    4.3
    Rating, 4.3 out of 5 stars
    ·
    26 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Interpretable Machine Learning

    Skills you'll gain: Responsible AI, Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Artificial Intelligence, Machine Learning, Applied Machine Learning, Statistical Modeling, Python Programming, Embeddings, Deep Learning, Machine Learning Algorithms, Artificial Neural Networks

    4.6
    Rating, 4.6 out of 5 stars
    ·
    30 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Professional Audio Editing and Sound Production

    Skills you'll gain: Adobe Premiere, Podcasting, Post-Production, Media Production, Video Editing, Writing and Editing, Digital Signal Processing, Adobe After Effects, Editing, Data Import/Export, LESS, Automation, Design, System Configuration

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Employee Attrition Prediction Using Machine Learning

    Skills you'll gain: Data Preprocessing, Data Visualization, Logistic Regression, Feature Engineering, Statistical Visualization, Data Processing, Data Cleansing, Data Wrangling, People Analytics, Predictive Modeling, Scikit Learn (Machine Learning Library), Data Science, Applied Machine Learning, Model Training, Statistical Modeling, Statistical Machine Learning, Regression Analysis, Supervised Learning, Model Evaluation, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    15 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    M

    Microsoft

    Microsoft Power Platform Fundamentals

    Skills you'll gain: Microsoft Power Platform, Power BI, Power Platform Architecture & Technical Design, Microsoft Power Automate/Flow, Microsoft 365, Workflow Management, Dashboard, Business Intelligence, Data Analysis, No-Code Development, Process Design, Business Workflow Analysis, Dashboard Creation, Application Development, Data Visualization, Application Design, Data Modeling, Business Process, Data Store, Generative AI Agents

    4.3
    Rating, 4.3 out of 5 stars
    ·
    162 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Supply Chain Planning

    Skills you'll gain: Supply Chain Planning, Demand Planning, Customer Demand Planning, Supply Chain Management, Supply Chain, Capacity Planning, Materials Management, Forecasting, Material Requirements Planning, Performance Measurement, Microsoft Excel, Communication Planning, Excel Formulas, Performance Metric, Capacity Management, Data-Driven Decision-Making, Statistical Methods, Key Performance Indicators (KPIs), Data Analysis, Meeting Facilitation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    352 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Analyze Users & Optimize Product Retention

    Skills you'll gain: Data Storytelling, Data Presentation, Customer Analysis, Customer Retention, Customer Insights, Strategic Decision-Making, Product Strategy, Data Analysis, Knowledge Transfer, Data-Driven Decision-Making, Advanced Analytics, Unsupervised Learning, Applied Machine Learning, Technical Documentation, Performance Measurement, Machine Learning Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Virginia

    Cost and Economics in Pricing Strategy

    Skills you'll gain: Market Dynamics, Revenue Management, Cost Accounting, Supply And Demand, Economics, Demand Planning, Cost Benefit Analysis, Consumer Behaviour, Marketing Channel, Regression Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    696 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Sage Publications

    Core Practices and Contemporary HR Management

    Skills you'll gain: Human Resources, Human Resources Management and Planning, Human Resource Strategy, Employee Relations, Human Capital, Labor Relations, Workforce Development, Human Resources Information System (HRIS), HR Tech, Human Resource Policies, Human Resources Software, Recruitment Strategies, Performance Appraisal, Talent Recruitment, Employee Performance Management, Talent Management, Diversity Equity and Inclusion Initiatives, Employee Engagement, Organizational Strategy, Strategic Leadership

    Beginner · Course · 3 - 6 Months

  • Status: New
    New
    Status: Preview
    Preview
    E

    Edureka

    C# Programming Foundations

    Skills you'll gain: File I/O, C# (Programming Language), Object Oriented Design, Object Oriented Programming (OOP), Data Persistence, .NET Framework, Integrated Development Environments, Code Reusability, Programming Principles, Debugging, Program Development, Development Environment, Software Development, Mobile Development, Unit Testing, Git (Version Control System), Version Control, GitHub, Web Development, Problem Solving

    Beginner · Course · 1 - 4 Weeks

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

  • Foundations of AI and Machine Learning: Microsoft
  • Implant Dentistry: The University of Hong Kong
  • Get Started with Microsoft Forms: Coursera
  • Interpretable Machine Learning: Duke University
  • Professional Audio Editing and Sound Production: EDUCBA
  • Employee Attrition Prediction Using Machine Learning: Coursera
  • Microsoft Power Platform Fundamentals: Microsoft
  • Supply Chain Planning: University of California, Irvine
  • Analyze Users & Optimize Product Retention: Coursera
  • Cost and Economics in Pricing Strategy: University of Virginia

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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