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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: Preview
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    N

    Northeastern University

    Machine Learning and Data Analytics Part 1

    Skills you'll gain: Classification Algorithms, Exploratory Data Analysis, Data Mining, Model Evaluation, Dimensionality Reduction, Regression Analysis, Machine Learning Algorithms, Data Analysis, Analytics, Machine Learning Methods, Predictive Modeling, Data Science, Statistical Modeling, Data Processing, Statistical Analysis, Performance Analysis, Data Preprocessing, Case Studies, Performance Measurement, Applied Machine Learning

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Evaluate Storage for Data Warehousing Success

    Skills you'll gain: Data Warehousing, Data Architecture, Star Schema, Apache Hive, Snowflake Schema, Amazon Redshift, Data Storage, Performance Tuning, Data Storage Technologies, Performance Testing, Data Processing, Analysis, Analytics, Query Languages

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    SQL for Data Science (and Version Control with GitHub)

    Skills you'll gain: SQL, Database Design, Database Management, Data Analysis, Relational Databases, Data Cleansing, Data Transformation, Version Control, Data Manipulation, Query Languages, AI Integrations, Analytics, GitHub, Analysis, Software Versioning, Git (Version Control System), Performance Tuning, Data Integrity

    3.9
    Rating, 3.9 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Data Warehousing & Pipeline Development in Microsoft Fabric

    Skills you'll gain: Star Schema, Snowflake Schema, Data Warehousing, CI/CD, Database Design, Continuous Integration, Transact-SQL, Data Pipelines, Extract, Transform, Load, Data Architecture, Data Modeling, DevOps, Data Transformation, Data Integration, Dataflow, Git (Version Control System), Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Microsoft Access Table Design & Data Integrity

    Skills you'll gain: Database Design, Microsoft Access, Database Systems, Databases, Relational Databases, Data Integrity, Data Validation, Database Management, Data Entry, Performance Tuning

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    Madecraft

    Protect Your Data: An Introduction to Blockchain Security

    Skills you'll gain: Threat Modeling, Application Security, Security Engineering, Blockchain, Security Controls, Security Requirements Analysis, IT Security Architecture, Security Testing, Security Architecture Review, Data Security, Identity and Access Management, Vulnerability Assessments, Cryptographic Protocols, Cryptography, Threat Detection, Distributed Denial-Of-Service (DDoS) Attacks, Information Assurance, Public Key Infrastructure, Risk Analysis, Penetration Testing

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Data and Business Process Modeling with Microsoft Visio

    Skills you'll gain: Process Flow Diagrams, Business Process Modeling, Data Modeling, Process Modeling, Microsoft Visio, Diagram Design, Business Process, Business Modeling, Business Analysis, Data Flow Diagrams (DFDs), Business Analysis Tools, Database Design, Data Visualization

    4.3
    Rating, 4.3 out of 5 stars
    ·
    140 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
    Free Trial
    P

    Packt

    Data Structures & Algorithms in JavaScript

    Skills you'll gain: Graph Theory, Computational Thinking, Data Structures, Algorithms, Problem Solving, Programming Principles, Computer Programming, Theoretical Computer Science, Javascript, Solution Design, Performance Tuning, Memory Management

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    R

    Real Madrid Graduate School Universidad Europea

    Future of data and technology in football

    Skills you'll gain: Large Language Modeling, Image Analysis, Web Scraping, Data Capture, Computer Vision, LLM Application, Data Collection, Reinforcement Learning, Analytics, Real Time Data, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, People Analytics, Analysis, Automation, Data Presentation, Supervised Learning, Natural Language Processing, Innovation

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    M

    Microsoft

    Mastering Data Wrangling with dplyr

    Skills you'll gain: Data Manipulation, Data Transformation, Tidyverse (R Package), Data Wrangling, R Programming, R (Software), Data Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply Advanced Tableau Analytics to Real-World Data

    Skills you'll gain: Data Storytelling, Dashboard Creation, Tableau Software, Dashboard, Market Data, Data-Driven Decision-Making, Data Presentation, Feature Engineering, Analytical Skills, Data Ethics, Exploratory Data Analysis, Data Visualization Software, Case Studies, Business Intelligence, Business Analytics, Financial Market, Interactive Data Visualization, Data Analysis, Financial Data, Financial Analysis

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Real-time data visualization dashboard using Node-red

    Skills you'll gain: Dashboard Creation, Dashboard, Data Preprocessing, Interactive Data Visualization, Data Visualization Software, Real Time Data, Data Analysis, Application Programming Interface (API), No-Code Development, JSON, Javascript

    4.3
    Rating, 4.3 out of 5 stars
    ·
    18 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Machine Learning and Data Analytics Part 1: Northeastern University
  • Evaluate Storage for Data Warehousing Success: Coursera
  • SQL for Data Science (and Version Control with GitHub): Coursera
  • Data Warehousing & Pipeline Development in Microsoft Fabric: Microsoft
  • Microsoft Access Table Design & Data Integrity: EDUCBA
  • Protect Your Data: An Introduction to Blockchain Security: Madecraft
  • Data and Business Process Modeling with Microsoft Visio: Microsoft
  • Data Structures & Algorithms in JavaScript: Packt
  • Future of data and technology in football: Real Madrid Graduate School Universidad Europea
  • Mastering Data Wrangling with dplyr: Microsoft

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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