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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


  • E

    EDUCBA

    Hadoop & Big Data Foundations Mastery Course

    Skills you'll gain: Apache Hive, Apache Mahout, NoSQL, Apache Hadoop, Extract, Transform, Load, Big Data, Data Warehousing, Data Pipelines, Data Infrastructure, Application Deployment, Databases, SQL, Applied Machine Learning, Database Development, Performance Tuning, Data Processing, File Systems, Real Time Data, Query Languages, Database Management

    Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Cloudera

    Managing Big Data in Clusters and Cloud Storage

    Skills you'll gain: Apache Hive, Database Management, SQL, Database Management Systems, Big Data, Database Systems, Amazon Web Services, Databases, Data Management, Amazon S3, Apache Hadoop, Data Storage, Query Languages, Data Storage Technologies, Cloud Storage, Extract, Transform, Load, Data Import/Export, Performance Tuning, File Systems, File Management

    4.7 stars, 299 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (299) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    AI Workflow: Business Priorities and Data Ingestion

    Skills you'll gain: Design Thinking, Market Opportunities, Data Integration, Data Engineering, Data Science, Analytical Skills, Data Pipelines, Data Validation, Extract, Transform, Load, Data Processing, Workflow Management, Process Modeling, Data Cleansing, Data Quality, Data Collection, Business Priorities, NumPy, Machine Learning, Python Programming

    4.4 stars, 191 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (191) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Gen AI Dev- Implement Data Security and Privacy Controls

    Skills you'll gain: Generative AI, Generative AI Agents, AWS Identity and Access Management (IAM), Role-Based Access Control (RBAC), Cloud Security, Identity and Access Management, Authorization (Computing), Security Controls, Data Security, Data Governance, Artificial Intelligence, Amazon Web Services, Prompt Engineering, Cloud Computing, Artificial Intelligence and Machine Learning (AI/ML), Cybersecurity, Governance, Machine Learning, Software Development, Natural Language Processing

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
  • M

    Meta

    Working with Data in iOS

    Skills you'll gain: Core Data (Software), Restful API, Apple iOS, iOS Development, JSON, Swift Programming, Application Programming Interface (API), Mobile Development, Application Development, Data Persistence, Data Modeling, Authentications

    4 stars, 52 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4 (52) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    AI Systems, Automation, CI/CD and Data Engineering Workflows

    Skills you'll gain: AI Orchestration, Verification And Validation, Code Review, Data Validation, Software Documentation, Dependency Analysis

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Transform, Analyze, & Healthcare Data

    Skills you'll gain: Clinical Data Management, Microsoft Excel, Patient Safety, Health Information Management, Excel Formulas, Data Cleansing, Data Analysis, Medical Records, Data Transformation, Data Wrangling, Data Quality, Analytical Skills, Spreadsheet Software, Data Manipulation, Data Mapping, Hospital Admissions, Data Integrity, Data Integration

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    Logical Operations

    Tableau for Data-Driven Decision Makers

    Skills you'll gain: Tableau Software, Report Writing, Data Visualization Software, Dashboard, Data Visualization, Data Analysis, Data-Driven Decision-Making, Dashboard Creation, Data Presentation, Ad Hoc Reporting, Interactive Data Visualization, Microsoft Excel, Data Manipulation, Data Sharing, Microsoft PowerPoint, Data Management, Decision Making, Productivity Software

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Foundations of Data Structures & Algorithms in Python

    Skills you'll gain: Data Structures, Algorithms, Python Programming, Programming Principles, Computer Programming, Computational Thinking, Data Processing, Data Analysis Expressions (DAX), Data Analysis

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Perform data science with Azure Databricks

    Skills you'll gain: PySpark, Databricks, Apache Spark, MLOps (Machine Learning Operations), Microsoft Azure, Big Data, Data Lakes, Model Training, Machine Learning Methods, Data Processing, Deep Learning, Data Transformation, Model Deployment, Data Pipelines, Data Manipulation, Model Evaluation, Machine Learning, Distributed Computing, Exploratory Data Analysis

    3.1 stars, 80 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.1 (80) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Serverless Data Processing with Dataflow:Foundations Español

    Skills you'll gain: Dataflow, Serverless Computing, Data Processing, Data Pipelines, Identity and Access Management, Google Cloud Platform, Data Access, Data Security, Containerization, Cloud Platforms, Data Transformation, Data Storage Technologies, Capacity Management

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Visualization using Microsoft Excel

    Skills you'll gain: Data Visualization, Microsoft Excel, Data Visualization Software, Data Import/Export, Business Reporting, Microsoft Office, Microsoft 365, Productivity Software

    4.5 stars, 72 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (72) · Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular exploratory data analysis courses

  • Hadoop & Big Data Foundations Mastery Course: EDUCBA
  • Managing Big Data in Clusters and Cloud Storage: Cloudera
  • AI Workflow: Business Priorities and Data Ingestion: IBM
  • Gen AI Dev- Implement Data Security and Privacy Controls: Amazon Web Services
  • Working with Data in iOS: Meta
  • AI Systems, Automation, CI/CD and Data Engineering Workflows: IBM
  • Transform, Analyze, & Healthcare Data: Coursera
  • Tableau for Data-Driven Decision Makers: Logical Operations
  • Foundations of Data Structures & Algorithms in Python: Packt
  • Perform data science with Azure Databricks: 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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