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    • Exploratory Data Analysis

    Exploratory Data Analysis Courses Online

    Learn exploratory data analysis (EDA) for uncovering patterns and insights. Understand data visualization, summary statistics, and hypothesis testing.

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    Explore the Exploratory Data Analysis Course Catalog

    • C

      Coursera Project Network

      Performing Data Aggregation using SQL Aggregate Functions

      Skills you'll gain: SQL, MySQL, Data Manipulation, Data Access, PostgreSQL, Data Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      79 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Increasing Real Estate Management Profits: Harnessing Data Analytics

      Skills you'll gain: Data Visualization Software, Tableau Software, Financial Modeling, Business Process, Peer Review, Presentations, Property Management, Data Analysis, MySQL, Risk Analysis, Real Estate, Financial Analysis, Microsoft Excel, SQL

      4.7
      Rating, 4.7 out of 5 stars
      ·
      242 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Preview
      Preview
      C

      Coursera Instructor Network

      Data Ingestion, Exploration & Visualization in Qlik Sense

      Skills you'll gain: Data Visualization Software, Data Modeling, Dashboard, Data Literacy, Interactive Data Visualization, Data Storytelling, Data Manipulation, Data Transformation, Data Cleansing, Data Import/Export, Data Analysis, Data Quality, Key Performance Indicators (KPIs)

      4.9
      Rating, 4.9 out of 5 stars
      ·
      12 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Spark, Hadoop, and Snowflake for Data Engineering

      Skills you'll gain: PySpark, Snowflake Schema, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, DevOps, Data Transformation, SQL, Python Programming

      3.8
      Rating, 3.8 out of 5 stars
      ·
      53 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      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), Apple Xcode, Mobile Development, Application Development, Data Modeling, Authentications, Data Management, Data Storage, Network Protocols

      4
      Rating, 4 out of 5 stars
      ·
      49 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      M

      Microsoft

      Data Manipulation and Transactions in SQL Server

      Skills you'll gain: Transaction Processing, Database Management, Microsoft SQL Servers, Operational Databases, SQL, Data Manipulation, Relational Databases, Data Integrity, Generative AI, Performance Tuning

      4.2
      Rating, 4.2 out of 5 stars
      ·
      17 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      T

      Tsinghua University

      Data Structures and Algorithms (I)

      Skills you'll gain: Data Structures, Algorithms, Programming Principles, Computational Thinking, Computer Science, Computer Programming

      3.1
      Rating, 3.1 out of 5 stars
      ·
      33 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Data Visualization and Reporting with Generative AI

      Skills you'll gain: Data Storytelling, Data Presentation, Dashboard, Interactive Data Visualization, Data Visualization, Infographics, Data Visualization Software, Business Reporting, Data Ethics, Storytelling, Data-Driven Decision-Making, Generative AI, Web Content Accessibility Guidelines, Artificial Intelligence

      4.7
      Rating, 4.7 out of 5 stars
      ·
      12 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      M

      Microsoft

      Generative AI for Data Science

      Skills you'll gain: Generative AI, Large Language Modeling, Data Ethics, Prompt Engineering, Feature Engineering, Operational Efficiency, Advertising, Marketing, Artificial Intelligence, Application Deployment, Anomaly Detection, Data Synthesis, Information Privacy

      4.6
      Rating, 4.6 out of 5 stars
      ·
      20 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      Advanced Machine Learning, Big Data, and Deep Learning

      Skills you'll gain: Apache Spark, Keras (Neural Network Library), Deep Learning, Tensorflow, A/B Testing, Big Data, Data Ethics, Data Processing, Artificial Neural Networks, Machine Learning Algorithms, Data Cleansing, Machine Learning, Predictive Modeling, MLOps (Machine Learning Operations), Artificial Intelligence, Supervised Learning, Statistical Hypothesis Testing, Dimensionality Reduction, Reinforcement Learning

      Advanced · Course · 1 - 3 Months

    • Status: Preview
      Preview
      K

      Knowledge Accelerators

      From Excel to Power BI

      Skills you'll gain: Data Modeling, Data Visualization, Power BI, Data Visualization Software, Dashboard, Data Presentation, Interactive Data Visualization, Data Import/Export, Data Analysis, Microsoft Excel, Business Intelligence, Data Transformation, Data Sharing, Business Analytics

      4.5
      Rating, 4.5 out of 5 stars
      ·
      1.6K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Serverless Data Processing with Dataflow

      Skills you'll gain: Dataflow, Data Pipelines, Serverless Computing, Identity and Access Management, Google Cloud Platform, Cloud Security, Performance Tuning, Data Security, CI/CD, Data Processing, Debugging, Real Time Data, System Monitoring, Data Storage Technologies, Unit Testing, Containerization, Disaster Recovery, Data Transformation, Jupyter, Development Environment

      4.1
      Rating, 4.1 out of 5 stars
      ·
      124 reviews

      Intermediate · Specialization · 3 - 6 Months

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

    • Performing Data Aggregation using SQL Aggregate Functions: Coursera Project Network
    • Increasing Real Estate Management Profits: Harnessing Data Analytics: Duke University
    • Data Ingestion, Exploration & Visualization in Qlik Sense: Coursera Instructor Network
    • Spark, Hadoop, and Snowflake for Data Engineering: Duke University
    • Working with Data in iOS: Meta
    • Data Manipulation and Transactions in SQL Server: Microsoft
    • Data Structures and Algorithms (I): Tsinghua University
    • Data Visualization and Reporting with Generative AI: Microsoft
    • Generative AI for Data Science: Microsoft
    • Advanced Machine Learning, Big Data, and Deep Learning: 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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