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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


  • P

    Packt

    AWS Data Collection and Storage

    Skills you'll gain: AWS Kinesis, Amazon DynamoDB, Amazon S3, Amazon Web Services, Data Pipelines, Amazon CloudWatch, Cloud Storage, Database Development, Real Time Data, Data Storage, Data Management, Cloud Security, Encryption, Scalability

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master Financial Systems & Data Analytics

    Skills you'll gain: Financial Data, Big Data, Data Governance, Analytics, Accounting Systems, Enterprise Resource Planning, Data Mining, Governance Risk Management and Compliance, Advanced Analytics, Digital Analysis, Interactive Data Visualization, Governance, Data Visualization, Predictive Analytics, Statistical Visualization, Control Objectives for Information and Related Technology (COBIT), Financial Systems, Data-Driven Decision-Making, Financial Analysis, Business Systems

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    PySpark & Python: Hands-On Guide to Data Processing

    4.4 stars, 42 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (42) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Build Streaming Data Pipelines on Google Cloud

    Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Apache Kafka, Real Time Data, Extract, Transform, Load, Data Integration, Data Processing, Data Import/Export, Time Series Analysis and Forecasting, Analysis, Data Transformation, Data Storage, Managed Services

    4.6 stars, 1.3K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (1.3K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • W

    Whizlabs

    Getting Started with Azure Data Solutions

    Skills you'll gain: Azure Synapse Analytics, Microsoft Azure, Data Lakes, Databricks, Data Pipelines, Data Architecture, Database Design, Apache Spark, Data Storage Technologies, Big Data, Cloud Storage, Security Controls, Data Storage, Data Processing, Microsoft SQL Servers, Data Integration, Event-Driven Programming, Extract, Transform, Load, Data Security, Real Time Data

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Data Pipelines and SQL for Product Analytics

    Skills you'll gain: Data Pipelines, SQL, Apache Airflow, Extract, Transform, Load, JSON, Pandas (Python Package), Data Manipulation, Data Warehousing, Database Design, Star Schema, Query Languages, Data Transformation, Performance Tuning, Real Time Data, Big Data, Data Validation, Performance Analysis, Data Quality, Verification And Validation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Building Transformations and Preparing Data with Wrangler in Cloud Data Fusion

    Skills you'll gain: Data Wrangling, Command-Line Interface, Data Transformation, Data Processing, Data Pipelines, Extract, Transform, Load, Google Cloud Platform, Data Integration, Data Management, Database Administration

    Beginner · Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Software Architecture Patterns for Big Data

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

    3.5 stars, 31 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 3.5 (31) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • 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

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Architectural Patterns and Data Management in Modern Systems

    Skills you'll gain: Enterprise Architecture, Systems Architecture, OAuth, Enterprise Modeling, Solution Architecture, Data Architecture, Authentications, Software Architecture, Service Oriented Architecture, Process Modeling, Process Driven Development, .NET Framework, Authorization (Computing), Middleware, Single Sign-On (SSO), Systems Design, Data Management, Data Governance, API Design, Scalability

    Intermediate · Course · 1 - 3 Months

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

    Coursera

    Automate, Ingest, and Validate Event Data

    Skills you'll gain: Apache Airflow, Dataflow, Extract, Transform, Load, Data Pipelines, Apache Kafka, Real Time Data, AWS Kinesis, Data Validation, Data Warehousing, System Monitoring, Event Monitoring, Data Infrastructure, Data Collection, Data Integrity, Snowflake Schema, Continuous Monitoring, Automation, Data Quality, Data Processing

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Parse & Normalize Data for ML Pipelines

    Skills you'll gain: Data Preprocessing, Data Pipelines, AI Workflows, Java Programming, Java, Data Processing, Feature Engineering, Data Wrangling, Data Import/Export, Data Cleansing, Data Quality, Model Training, Data Transformation, Data Validation, Model Deployment, Big Data, Data Integrity, Data Access, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

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

  • AWS Data Collection and Storage: Packt
  • Master Financial Systems & Data Analytics: EDUCBA
  • PySpark & Python: Hands-On Guide to Data Processing: EDUCBA
  • Build Streaming Data Pipelines on Google Cloud: Google Cloud
  • Getting Started with Azure Data Solutions: Whizlabs
  • Data Pipelines and SQL for Product Analytics: Coursera
  • Building Transformations and Preparing Data with Wrangler in Cloud Data Fusion: Google Cloud
  • Software Architecture Patterns for Big Data: University of Colorado Boulder
  • Evaluate Storage for Data Warehousing Success: Coursera
  • Architectural Patterns and Data Management in Modern Systems: 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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