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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


  • C

    Coursera

    Smart Data Cleaning with Generative AI

    Skills you'll gain: Data Quality, Responsible AI, Data Cleansing, Generative AI, Data Preprocessing, Data Validation, Automation, Data Transformation, Tensorflow, OpenAI, Artificial Intelligence, Alteryx

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Microsoft Big Data Management and Analytics

    Skills you'll gain: Scalability, Azure Synapse Analytics, Data Pipelines, Databases, Microsoft Azure, Data Governance, Extract, Transform, Load, Data Lakes, Databricks, NoSQL, SQL Server Integration Services (SSIS), Data Processing, Cloud Management, Performance Tuning, Big Data, Apache Spark, Distributed Computing, MLOps (Machine Learning Operations), Large Language Modeling, Keras (Neural Network Library)

    Intermediate · Professional Certificate · 3 - 6 Months

  • M

    Microsoft

    Data for Business Analysts Using Microsoft Excel

    Skills you'll gain: Excel Formulas, Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Data Analysis, Data Presentation, Business Metrics, Data Cleansing, Data Manipulation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    335 reviews

    Beginner · Course · 1 - 3 Months

  • K

    Knowledge Accelerators

    Data-Driven Decisions with Power BI

    Skills you'll gain: Power BI, Data Import/Export, Business Intelligence, Data Transformation, Microsoft Power Platform, Data Visualization, Dashboard, Data Visualization Software, Data Presentation, Microsoft Excel, Interactive Data Visualization, Data Cleansing, Microsoft Teams, Business Analytics, Data Analysis, Management Reporting, Microsoft 365, Data Modeling, Microsoft Office, Data Science

    4.3
    Rating, 4.3 out of 5 stars
    ·
    267 reviews

    Beginner · Course · 1 - 3 Months

  • G

    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
    ·
    21 reviews

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    Data Privacy and Protection Standards

    Skills you'll gain: Information Privacy, General Data Protection Regulation (GDPR), Personally Identifiable Information, Data Security, Data Governance, Data Ethics, Data Loss Prevention, Security Controls, Regulatory Compliance, Compliance Management, Compliance Training, Data Integrity, Security Strategy, Regulatory Requirements, Employee Training

    4.8
    Rating, 4.8 out of 5 stars
    ·
    36 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Weather Data in BigQuery

    Skills you'll gain: Big Data, Analytics, Query Languages, Google Cloud Platform, Data Processing, Data Analysis, Data Integration, Time Series Analysis and Forecasting

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    How to Use The IFE-EFE Matrix for Strategic Analysis

    Skills you'll gain: Competitive Analysis, Strategic Thinking, Business Strategy, Strategic Decision-Making, Organizational Strategy, Key Performance Indicators (KPIs), Performance Analysis, Analysis, Internal Auditing, Market Analysis, External Auditing, Market Opportunities, Entrepreneurship, Leadership

    Intermediate · Guided Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Integral Calculus through Data and Modeling

    Skills you'll gain: Calculus, Integral Calculus, Numerical Analysis, Advanced Mathematics, Mathematical Theory & Analysis, Data Integration, Mathematical Modeling, Data Analysis, Vector Databases, Probability, Geometry, Applied Mathematics, Mechanics, Engineering Calculations, Spatial Data Analysis, Derivatives, Physics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    141 reviews

    Intermediate · Specialization · 3 - 6 Months

  • D

    Duke University

    Spark, Hadoop, and Snowflake for Data Engineering

    Skills you'll gain: PySpark, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, Database Architecture and Administration, DevOps, Distributed Computing, Data Transformation, SQL, Python Programming

    3.9
    Rating, 3.9 out of 5 stars
    ·
    64 reviews

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Data Privacy, Ethics, and Responsible AI

    Skills you'll gain: Information Privacy, General Data Protection Regulation (GDPR), AI Security, Responsible AI, Personally Identifiable Information, Legal Technology, Data Security, Data Ethics, Large Language Modeling, Business Ethics, Data Governance, Prompt Engineering, Cyber Security Strategy, Data Loss Prevention, Ethical Standards And Conduct, Generative AI, Regulatory Compliance, Cybersecurity, Risk Analysis, Governance

    4.5
    Rating, 4.5 out of 5 stars
    ·
    111 reviews

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Data Warehousing, Recurrent Neural Networks (RNNs), Regression Analysis, Performance Testing, Bash (Scripting Language), Data Science

    Credit offered

    Graduate Certificate · 6 - 12 Months

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1…116117118…834

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

  • Smart Data Cleaning with Generative AI: Coursera
  • Microsoft Big Data Management and Analytics: Microsoft
  • Data for Business Analysts Using Microsoft Excel: Microsoft
  • Data-Driven Decisions with Power BI: Knowledge Accelerators
  • Explore and Create Reports with Data Studio: Google Cloud
  • Data Privacy and Protection Standards: Coursera
  • Weather Data in BigQuery: Google Cloud
  • How to Use The IFE-EFE Matrix for Strategic Analysis: Coursera
  • Integral Calculus through Data and Modeling: Johns Hopkins University
  • Spark, Hadoop, and Snowflake for Data Engineering: Duke University

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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