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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


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    Talend

    Talend Data Integration Certification Preparation training

    Skills you'll gain: Metadata Management, Data Manipulation, Data Integration, Extract, Transform, Load, Database Management Systems, Data Transformation, Data Access, Context Management, Data Migration, Data Pipelines, Dataflow, Data Validation, Version Control

    4.6
    Rating, 4.6 out of 5 stars
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    68 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Starweaver

    IIBA® Certification of Capability in Business Analysis™ (CCBA®) Exam Prep

    Skills you'll gain: Stakeholder Communications, Stakeholder Management, Business Analysis, Requirements Management, Stakeholder Engagement, Business Requirements, Change Requests, Solution Delivery, Systems Analysis, Business Process, Process Analysis, Business Strategies, Project Management, Communication Planning, Training and Development, Stakeholder Analysis, Strategic Planning, Problem Solving, Enterprise Architecture, Root Cause Analysis

    4.2
    Rating, 4.2 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Google Data Studio - Création de Tableaux de Bords Interactifs

    Skills you'll gain: Data Visualization, Dashboard, Interactive Data Visualization, Data Presentation, Data Visualization Software, Collaborative Software, Data Sharing, Data Science, Data Analysis, Business Intelligence, Data Integration, Data Modeling, Data Import/Export

    4.4
    Rating, 4.4 out of 5 stars
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    112 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    SQL in Action: Querying, Aggregating, and Joining Data

    Skills you'll gain: SQL, Database Management, Query Languages, Data Analysis, Performance Tuning, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Microsoft

    Data Warehousing & Pipeline Development in Microsoft Fabric

    Skills you'll gain: Star Schema, Snowflake Schema, Data Warehousing, CI/CD, Database Design, Transact-SQL, Data Pipelines, Extract, Transform, Load, Data Architecture, Data Modeling, Data Transformation, Data Integration, Microsoft Azure, Dataflow, Business Logic, Performance Tuning, Scalability

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Stanford University

    Graph Search, Shortest Paths, and Data Structures

    Skills you'll gain: Data Structures, Graph Theory, Algorithms, Network Model, Programming Principles, Social Network Analysis, Network Analysis, Theoretical Computer Science, Network Routing, Computational Logic

    4.8
    Rating, 4.8 out of 5 stars
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    2K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Apache Hive: Design, Query & Optimize Big Data

    Skills you'll gain: Apache Hive, Apache Hadoop, Data Warehousing, SQL, Performance Tuning, Databases, Query Languages, Database Management, Extensible Markup Language (XML), Data Processing, Data Transformation, Data Manipulation

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Oracle DBA Mastery: Backup, Recovery & Data Movement

    Skills you'll gain: Oracle Databases, Oracle SQL Developer, Performance Tuning, Database Management, Database Architecture and Administration, Database Administration, PL/SQL, Relational Databases, Patch Management, Data Integrity, SQL, Data Import/Export, Data Storage Technologies, User Accounts, Disaster Recovery

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Software Architecture Patterns for Big Data

    Skills you'll gain: Performance Testing, Scalability, Data Architecture, Software Architecture, Distributed Computing, Predictive Modeling, Performance Tuning, Microservices, Big Data, Software Engineering, Database Systems, Data Store, Model Evaluation

    Build toward a degree

    3.6
    Rating, 3.6 out of 5 stars
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    30 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Johns Hopkins University

    Calculus through Data & Modeling: Precalculus Review

    Skills you'll gain: Data Modeling, Graphing, Mathematical Modeling, Algebra, Trigonometry, Linear Algebra, Calculus, Graphical Tools, Mathematical Software, Applied Mathematics, Geometry

    4.8
    Rating, 4.8 out of 5 stars
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    119 reviews

    Beginner · Course · 1 - 3 Months

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    Howard University

    Linear Algebra for Data Science Using Python

    Skills you'll gain: Data Wrangling, Linear Algebra, Regression Analysis, NumPy, Predictive Modeling, Dimensionality Reduction, Data Science, Data Visualization, Applied Mathematics, Data Preprocessing, Statistical Modeling, Jupyter, Data Analysis, Machine Learning Methods, Mathematical Modeling, Algebra, Exploratory Data Analysis, Python Programming, Model Evaluation, Statistical Analysis

    4.3
    Rating, 4.3 out of 5 stars
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    32 reviews

    Beginner · Specialization · 3 - 6 Months

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    Google Cloud

    Exploring Dataset Metadata Between Projects with Data Catalog

    Skills you'll gain: Data Management, Cloud Computing, Metadata Management, Data Lakes, Google Cloud Platform, Big Data, Personally Identifiable Information

    Beginner · Project · Less Than 2 Hours

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

  • Talend Data Integration Certification Preparation training: Talend
  • IIBA® Certification of Capability in Business Analysis™ (CCBA®) Exam Prep: Starweaver
  • Google Data Studio - Création de Tableaux de Bords Interactifs: Coursera
  • SQL in Action: Querying, Aggregating, and Joining Data: Coursera
  • Data Warehousing & Pipeline Development in Microsoft Fabric: Microsoft
  • Graph Search, Shortest Paths, and Data Structures: Stanford University
  • Apache Hive: Design, Query & Optimize Big Data: EDUCBA
  • Oracle DBA Mastery: Backup, Recovery & Data Movement: EDUCBA
  • Software Architecture Patterns for Big Data: University of Colorado Boulder
  • Calculus through Data & Modeling: Precalculus Review: Johns Hopkins University

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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