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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


  • P

    Packt

    8D Problem Solving Specialist

    Skills you'll gain: Eight Disciplines Problem Solving (8D), Root Cause Analysis, Team Building, Cross-Functional Collaboration, Corrective and Preventive Action (CAPA), Complex Problem Solving, Solution Design, Service Improvement, Quality Improvement, Process Validation, Continuous Improvement Process, Verification And Validation

    Intermediate · Course · 1 - 3 Months

  • U

    University of Michigan

    Python Classes and Inheritance

    Skills you'll gain: Object Oriented Programming (OOP), JSON, Object Oriented Design, Unit Testing, Python Programming, Debugging, Software Testing, Data Structures

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.7K reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build and Implement an Asset Management System in VB.NET

    Skills you'll gain: Database Design, Relational Databases, Database Development, Event-Driven Programming, Database Application, .NET Framework, Visual Basic (Programming Language), Application Development, Data Management, Business Logic, SQL, Data Validation, User Interface (UI)

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Cloud SQL for MySQL: Qwik Start

    Skills you'll gain: MySQL, Database Administration, Google Cloud Platform, Cloud Hosting, Database Management, Cloud Management, SQL

    4.4
    Rating, 4.4 out of 5 stars
    ·
    53 reviews

    Beginner · Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Mastering Software Development in R Capstone

    Skills you'll gain: Software Documentation, Leaflet (Software), Data Preprocessing, Technical Documentation, Data Cleansing, Data Visualization Software, Code Review, R Programming, GitHub, Continuous Integration, Software Testing

    4
    Rating, 4 out of 5 stars
    ·
    44 reviews

    Intermediate · Course · 1 - 3 Months

  • L

    LearnQuest

    Capstone Project: Predicting Safety Stock

    Skills you'll gain: Model Evaluation, Time Series Analysis and Forecasting, Feature Engineering, Inventory Management System, Demand Planning, Matplotlib, Inventory Control, Predictive Modeling, Forecasting, Exploratory Data Analysis, Pandas (Python Package), Data Analysis, Product Knowledge, Statistical Modeling, Data Manipulation, Machine Learning

    3.9
    Rating, 3.9 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    ML Parameters Optimization: GridSearch, Bayesian, Random

    Skills you'll gain: Model Evaluation, Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Applied Machine Learning, Machine Learning Methods, Machine Learning, Bayesian Statistics, Data Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Grow Trees & Powerful Ensembles

    Skills you'll gain: Classification And Regression Tree (CART), Model Deployment, Decision Tree Learning, Predictive Modeling, Model Evaluation, Feature Engineering, Machine Learning Methods, Random Forest Algorithm, Applied Machine Learning, Performance Tuning, Statistical Machine Learning, Scikit Learn (Machine Learning Library), Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • F

    Fractal Analytics

    Foundations of Machine Learning

    Skills you'll gain: Model Evaluation, Model Deployment, Machine Learning, Supervised Learning, Regression Analysis, Decision Tree Learning, Feature Engineering, Data Preprocessing, Unsupervised Learning, Predictive Modeling, Logistic Regression, Anomaly Detection, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Jira Issue Tracking and Quality Assurance

    Skills you'll gain: Jira (Software), Issue Tracking, Backlogs, Quality Assurance, Test Case, Verification And Validation, Generative AI Agents, Software Testing, User Story, Regression Testing, Business Reporting, Dashboard, Software Documentation, Technical Communication, Analytical Testing, Automation, Data Import/Export

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Analyze & Apply Process Costing Techniques

    Skills you'll gain: Specialized Accounting, Accounting Records, Cost Estimation

    Beginner · Course · 1 - 4 Weeks

  • S

    SkillsBooster Academy

    AI for Content Creation

    Skills you'll gain: Prompt Engineering, Presentations, Marketing Automation, Generative AI, Content Creation, Generative AI Agents, Marketing Design, Brand Management, Brand Strategy, Multimedia, Strategic Marketing, Data Visualization, Brand Awareness, Visual Design, Interactive Data Visualization, Artificial Intelligence and Machine Learning (AI/ML), Video Editing, Persona Development, Digital Marketing, Responsible AI

    4.6
    Rating, 4.6 out of 5 stars
    ·
    22 reviews

    Beginner · Specialization · 3 - 6 Months

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1…282283284…834

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

  • 8D Problem Solving Specialist: Packt
  • Python Classes and Inheritance: University of Michigan
  • Build and Implement an Asset Management System in VB.NET: EDUCBA
  • Cloud SQL for MySQL: Qwik Start: Google Cloud
  • Mastering Software Development in R Capstone: Johns Hopkins University
  • Capstone Project: Predicting Safety Stock : LearnQuest
  • ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera
  • Grow Trees & Powerful Ensembles: Coursera
  • Foundations of Machine Learning : Fractal Analytics
  • Jira Issue Tracking and Quality Assurance: 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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