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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


  • G

    Google Cloud

    Confluent: Clickstream Data Analysis Pipeline Using ksqlDB

    Skills you'll gain: Grafana, Apache Kafka, Real Time Data, Data Pipelines, Dashboard, Dashboard Creation, Data Synthesis, Data Visualization, Data Visualization Software, Data Analysis

    Intermediate · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Market Analysis and Trend Forecasting with Data

    Skills you'll gain: Trend Analysis, Market Data, Market Share, Market Trend, Market Opportunities, Forecasting, Market Analysis, Competitive Analysis, Market Research, Market Intelligence, Go To Market Strategy, Time Series Analysis and Forecasting, Growth Strategies, Data Analysis, Data Visualization, Data-Driven Decision-Making, Data Presentation, Data Storytelling, Quantitative Research, Descriptive Analytics

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Azure Data Fundamentals DP-900 Exam Prep

    Skills you'll gain: Azure Synapse Analytics, Microsoft Azure, Power BI, Databricks, Data Processing, Database Administration, Microsoft SQL Servers, Data Warehousing, Database Theory, Databases, Cloud Services, Data Architecture, NoSQL, Apache Spark, Relational Databases, Database Systems, Cloud Storage, Database Management Systems, MySQL, Data Store

    4.6
    Rating, 4.6 out of 5 stars
    ·
    908 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Perform basic data analysis tasks using Java streams

    Skills you'll gain: Data Import/Export, Data Wrangling, Data Analysis, Exploratory Data Analysis, Java, Data Processing, Data Manipulation, Java Programming, Statistical Methods, Statistics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    6 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Mastering Data Analysis with Pandas: Learning Path Part 2

    Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Data Access, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    29 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    P

    Packt

    The Complete Guide to Data Preparation for Analysis

    Skills you'll gain: Data Cleansing, Data Wrangling, Surveys, Survey Creation, Data Transformation, Data Collection, Data Quality, Data Preprocessing, Data Integrity, ChatGPT, Cloud Technologies, Statistical Analysis, Real Time Data

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Coding and Automation for Data Analysis with Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, Data Pipelines, Responsible AI, Data Processing, AI Workflows, Data Analysis, AI Integrations, Automation, SQL, Data Cleansing, Debugging

    4.6
    Rating, 4.6 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Sales Analysis with Claude: Data Driven Sales Analytics

    Skills you'll gain: Anthropic Claude, Business Intelligence, Data Presentation, Data Visualization, Data Storytelling, Trend Analysis, Sales Presentations, Sales, Business Analytics, Sales Strategy, Data-Driven Decision-Making, Data Analysis, Business Strategies, Business Strategy, Business Analysis, LLM Application

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Harnessing the Power of Data with Power BI

    Skills you'll gain: Power BI, Data Analysis, Extract, Transform, Load, Business Intelligence, Data Analysis Software, Business Intelligence Software, Data Integrity, Data Cleansing, Analytics, Data-Driven Decision-Making, Data Transformation, Data Collection

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.9K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Clustering Analysis

    Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Machine Learning, Data Mining, Model Evaluation, Machine Learning Algorithms, Exploratory Data Analysis, Data Analysis, Anomaly Detection, Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Market Research Data Analysis and Governance with R

    Skills you'll gain: Tidyverse (R Package), Rmarkdown, Predictive Modeling, Model Evaluation, File Management, R (Software), Data Governance, Responsible AI, Data Manipulation, R Programming, Research Reports, Metadata Management, Data Quality, Predictive Analytics, Data Wrangling, Data Ethics, Business Research, Statistical Reporting, Market Research, Statistical Analysis

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    K

    Knowledge Accelerators

    Microsoft Copilot in Excel: Smarter Data Analysis Made Easy

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, Dashboard Creation, Excel Macros, Microsoft 365, Data Visualization, Pivot Tables And Charts, Spreadsheet Software, Productivity, AI literacy, Productivity Software, Data Analysis, Data-Driven Decision-Making, Workflow Management, Generative AI Agents, Artificial Intelligence, Customer Data Management, Generative AI, Data Management, Leadership Development

    4.9
    Rating, 4.9 out of 5 stars
    ·
    21 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Confluent: Clickstream Data Analysis Pipeline Using ksqlDB: Google Cloud
  • Market Analysis and Trend Forecasting with Data: Coursera
  • Microsoft Azure Data Fundamentals DP-900 Exam Prep: Microsoft
  • Perform basic data analysis tasks using Java streams: Coursera
  • Mastering Data Analysis with Pandas: Learning Path Part 2: Coursera
  • The Complete Guide to Data Preparation for Analysis: Packt
  • Coding and Automation for Data Analysis with Generative AI: Microsoft
  • Sales Analysis with Claude: Data Driven Sales Analytics: Coursera
  • Harnessing the Power of Data with Power BI: Microsoft
  • Clustering Analysis: University of Colorado Boulder

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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