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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.


More to explore:

Popular Exploratory Data Analysis Courses and Certifications


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    EDUCBA

    Talend Data Integration Studio: Intermediate

    Skills you'll gain: Extract, Transform, Load, Data Pipelines, Data Integration, File Management, Scalability, Data Processing, Context Management, Java, Data Transformation, Maintainability

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    BigQuery Machine Learning using Soccer Data

    Skills you'll gain: Analytics, Advanced Analytics, Google Cloud Platform, Model Evaluation, Big Data, Predictive Analytics, Applied Machine Learning, Data Analysis, Predictive Modeling, Data-Driven Decision-Making

    Intermediate · Project · Less Than 2 Hours

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    U

    University of Leeds

    Data Science: Ethical decision-making in practice

    Skills you'll gain: Data Ethics, Ethical Standards And Conduct, Data-Driven Decision-Making, Responsible AI, Risking, Data Strategy, Analytical Skills, Data Literacy, Research Methodologies

    Intermediate · Course · 1 - 4 Weeks

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    Fundação Instituto de Administração

    Marketing e Data Science

    Skills you'll gain: Strategic Marketing, Marketing Analytics, Marketing Strategies, Digital Marketing, Consumer Behaviour, Data Visualization, Sales Strategy, Performance marketing, Marketing Strategy and Techniques, Marketing Management, Marketing Operations, Data-Driven Decision-Making, Marketing, Digital Media Strategy, Data Visualization Software, Customer Analysis, Customer Engagement, Market Analysis, Key Performance Indicators (KPIs), Analytics

    4.4
    Rating, 4.4 out of 5 stars
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    8 reviews

    Beginner · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Data Catalog: Qwik Start

    Skills you'll gain: Metadata Management, Google Cloud Platform, Data Mining, Big Data, Data Management, Cloud API

    Beginner · Project · Less Than 2 Hours

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    Microsoft

    Data Management and Application Features

    Skills you'll gain: ASP.NET, Data Migration, Configuration Management, Data Validation, Database Application, Middleware, Debugging, Back-End Web Development, Object-Relational Mapping, Data Modeling, Restful API, Maintainability, Dependency Analysis, Software Design Patterns, Software Architecture

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Data Engineering, Big Data and ML on Google Cloud en Español

    Skills you'll gain: Model Deployment, Google Cloud Platform, Data Lakes, Dataflow, Data Pipelines, Tensorflow, Big Data, Data Warehousing, Apache Spark, Data Architecture, Data Management, Metadata Management, Unstructured Data, Applied Machine Learning, Apache Hadoop, Real Time Data, Extract, Transform, Load, MLOps (Machine Learning Operations), Feature Engineering, Data Processing

    4.7
    Rating, 4.7 out of 5 stars
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    814 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University at Buffalo

    Data-Driven Decision Making (DDDM)

    Skills you'll gain: Data Storytelling, Statistical Process Controls, Data Literacy, Process Mapping, Data Ethics, Data Presentation, Data-Driven Decision-Making, Data Collection, Process Improvement, Data Visualization Software, Business Process, Business Analytics, Tableau Software, Analytics, Data Analysis, Root Cause Analysis, Minitab, Lean Methodologies, Six Sigma Methodology, Process Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    476 reviews

    Beginner · Specialization · 1 - 3 Months

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    Starweaver

    Build a Data Warehouse Using BigQuery

    Skills you'll gain: SQL, Business Intelligence, Jupyter, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
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    6 reviews

    Advanced · Course · 1 - 4 Weeks

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    Google Cloud

    Explore and Create Reports with Data Studio

    Skills you'll gain: Exploratory Data Analysis, Data Visualization Software, Dashboard, Interactive Data Visualization, Data Analysis, Google Analytics, Data Integration

    4.3
    Rating, 4.3 out of 5 stars
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    21 reviews

    Beginner · Project · Less Than 2 Hours

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    Coursera

    Engineering Data Ecosystems: Pipelines, ETL, Spark

    Skills you'll gain: Extract, Transform, Load, Apache Spark, Data Pipelines, Data Integration, Big Data, Data Infrastructure, Data Processing, Data Warehousing, Data Management, Scalability

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Washington

    Data Manipulation at Scale: Systems and Algorithms

    Skills you'll gain: Big Data, Relational Databases, Database Systems, Dataflow, Databases, Data Science, Data Manipulation, Data Processing, NoSQL, Apache Spark, Distributed Computing, Apache Hadoop, SQL, Data Analysis, Query Languages, Cloud Computing, Scalability, Graph Theory, Python Programming, Algorithms

    4.3
    Rating, 4.3 out of 5 stars
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    771 reviews

    Mixed · Course · 1 - 3 Months

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

  • Talend Data Integration Studio: Intermediate: EDUCBA
  • BigQuery Machine Learning using Soccer Data: Google Cloud
  • Data Science: Ethical decision-making in practice: University of Leeds
  • Marketing e Data Science: Fundação Instituto de Administração
  • Data Catalog: Qwik Start: Google Cloud
  • Data Management and Application Features: Microsoft
  • Data Engineering, Big Data and ML on Google Cloud en Español: Google Cloud
  • Data-Driven Decision Making (DDDM): University at Buffalo
  • Build a Data Warehouse Using BigQuery: Starweaver
  • Explore and Create Reports with Data Studio: Google Cloud

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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