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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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    Microsoft

    First Steps in R: Importing and Exporting Data

    Skills you'll gain: Data Import/Export, Microsoft Visual Studio, Microsoft Excel, R Programming, Data Processing, Data Cleansing

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Offloading Financial Mainframe Data into BigQuery and Elastic Search

    Skills you'll gain: Dashboard, Kibana, Google Cloud Platform, Cloud Computing, Data Import/Export, Financial Data, Mainframe Computing, Dataflow, Big Data, Exploratory Data Analysis, SQL, Data Analysis

    Beginner · Project · Less Than 2 Hours

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    SkillUp

    Prep for Microsoft Azure Data Engineer Associate Cert DP-203

    Skills you'll gain: Azure Synapse Analytics, Data Security, Databricks, Data Store, Data Quality, Microsoft Azure, Data Storage Technologies, Data Storage, Data Transformation, Database Management, Data Processing, Data Cleansing, Query Languages, Performance Tuning, Data Integration, Extract, Transform, Load, Data Pipelines, Apache Spark, Data Analysis

    4.2
    Rating, 4.2 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Sort and Filter Data in SQL using MySQL Workbench

    Skills you'll gain: MySQL, MySQL Workbench, SQL, Data Manipulation, Database Management, Query Languages

    Intermediate · Guided Project · Less Than 2 Hours

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    Google Cloud

    De-identifying DICOM Data with the Healthcare API

    Skills you'll gain: Cloud API, Google Cloud Platform, Data Store, Medical Privacy, Application Programming Interface (API), Health Informatics, Health Information Management, Data Import/Export, Cloud Computing, Data Security, Medical Imaging

    4.3
    Rating, 4.3 out of 5 stars
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    6 reviews

    Intermediate · Project · Less Than 2 Hours

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    Duke University

    Web Applications and Command-Line Tools for Data Engineering

    Skills you'll gain: Jupyter, Microservices, AWS SageMaker, Cloud Engineering, Command-Line Interface, Data Pipelines, CI/CD, Package and Software Management, Containerization, Applied Machine Learning, Python Programming, Test Automation, Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    41 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Data Engineering on Google Cloud - Español

    Skills you'll gain: Metadata Management, Data Pipelines, Data Processing, Google Cloud Platform, Data Migration, Cloud Storage, Apache Airflow, Data Lakes, Data Storage, Big Data, Data Infrastructure, Extract, Transform, Load, Apache Spark, IT Automation, Data Management, Data Transformation, Serverless Computing, SQL

    Beginner · Course · 1 - 3 Months

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    University of Illinois at Urbana-Champaign

    Master of Computer Science (feat. Data Science Track)

    Earn a degree

    Degree · 1 - 4 Years

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    University of Michigan

    Politics and Ethics of Data Analytics in the Public Sector

    Skills you'll gain: Data Ethics, Policy Analysis, Case Studies, Political Sciences, Data Analysis, Responsible AI, Public Policies, Analytics, Model Evaluation, Data Presentation, Data-Driven Decision-Making, Ethical Standards And Conduct, R Programming, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Kafka for Developers - Data Contracts Using Schema Registry

    Skills you'll gain: Apache Kafka, Real Time Data, Data Pipelines, JSON, Java, Docker (Software), Software Versioning

    Intermediate · Course · 3 - 6 Months

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    Whizlabs

    Exam Prep (DEA-C01): AWS Certified Data Engineer - Associate

    Skills you'll gain: AWS SageMaker, AWS CloudFormation, Amazon S3, Serverless Computing, Amazon DynamoDB, Amazon CloudWatch, Cloud Security, Data Security, Amazon Redshift, AWS Kinesis, Data Integration, Cloud Storage, Amazon Web Services, Data Lakes, Data Storage, Databases, Apache Airflow, Cloud Computing Architecture, Infrastructure as Code (IaC), Virtual Networking

    4.6
    Rating, 4.6 out of 5 stars
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    23 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Google Cloud

    Reconciling Account Data with Cloud Spanner Change Streams

    Skills you'll gain: Reconciliation, Dataflow, Google Cloud Platform, Big Data, Financial Data, Data Pipelines, Data Integration, Event Monitoring

    Intermediate · Project · Less Than 2 Hours

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

  • First Steps in R: Importing and Exporting Data: Microsoft
  • Offloading Financial Mainframe Data into BigQuery and Elastic Search: Google Cloud
  • Prep for Microsoft Azure Data Engineer Associate Cert DP-203: SkillUp
  • Sort and Filter Data in SQL using MySQL Workbench: Coursera
  • De-identifying DICOM Data with the Healthcare API: Google Cloud
  • Web Applications and Command-Line Tools for Data Engineering: Duke University
  • Introduction to Data Engineering on Google Cloud - Español: Google Cloud
  • Master of Computer Science (feat. Data Science Track): University of Illinois at Urbana-Champaign
  • Politics and Ethics of Data Analytics in the Public Sector: University of Michigan
  • Kafka for Developers - Data Contracts Using Schema Registry: Packt

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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