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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


  • I

    IBM

    SQL: A Practical Introduction for Querying Databases

    Skills you'll gain: SQL, Relational Databases, Microsoft SQL Servers, MySQL, Query Languages, Database Systems, Databases, Database Design, Database Management, Stored Procedure, IBM DB2, Database Development, Data Manipulation, Data Analysis, Transaction Processing

    4.7 stars, 717 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • P

    Packt

    Data Analysis with Pandas and Python

    Skills you'll gain: Pandas (Python Package), Data Import/Export, Matplotlib, Plot (Graphics), Pivot Tables And Charts, Jupyter, Data Visualization Software, Microsoft Excel, Data Analysis, Spreadsheet Software, Text Mining, Data Wrangling, Data Manipulation, Data Cleansing, Data Presentation, Data Processing, Data Integration, Programming Principles, Graphing, Time Series Analysis and Forecasting

    4.6 stars, 43 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (43) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    Logical Operations

    Excel: Statistical Analysis and Data Transformation

    Skills you'll gain: Data Transformation, Microsoft Excel, Sampling (Statistics), Data Cleansing, Data Wrangling, Statistical Visualization, Data Analysis Software, Data Analysis, Statistical Analysis, Data Integration, Microsoft 365, Productivity Software

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Time Series Data Visualization And Analysis Techniques

    Skills you'll gain: Time Series Analysis and Forecasting, Data Visualization, Statistical Visualization, Plot (Graphics), Data Preprocessing, Box Plots, Anomaly Detection, Plotly, Exploratory Data Analysis, Data Processing, Descriptive Analytics, Python Programming

    4.5 stars, 19 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (19) · Intermediate · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • K

    Knowledge Accelerators

    Excel to Power BI: Data Analysis & Business Intelligence

    Skills you'll gain: Power BI, Data Presentation, Dashboard Creation, Microsoft Excel, Dashboard, Microsoft Power Platform, Excel Formulas, Business Intelligence Software, Data Modeling, Datamaps, Data Manipulation, Business Reporting, Data Sharing, Extract, Transform, Load, Data Entry, Data Analysis, Data Storytelling, Analytics, Trend Analysis, Data Management

    4.5 stars, 1.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (1.7K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • A

    American Psychological Association

    Observational Methods and Qualitative Data Analysis

    Skills you'll gain: Qualitative Research, Case Studies, Interviewing Skills, Research Methodologies, Research, Data Collection, Culture, Psychology

    4.8 stars, 28 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (28) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Codio

    Data Analysis in R with RStudio & Tidyverse

    Skills you'll gain: Descriptive Statistics, R (Software), Statistical Hypothesis Testing, Correlation Analysis, Tidyverse (R Package), Data Analysis, Regression Analysis, Probability & Statistics, Statistical Methods, Data Analysis Software, Data Import/Export, Statistical Analysis, R Programming, Data Wrangling, Statistical Software, Statistical Programming, Data Manipulation

    4.3 stars, 19 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.3 (19) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Data Analysis and Reporting: Excel, QuickSight, and SSRS

    Skills you'll gain: SQL Server Reporting Services, Dashboard, Dashboard Creation, Interactive Data Visualization, Data Presentation, Microsoft Excel, Excel Macros, Data Visualization Software, Excel Formulas, Microsoft SQL Servers, Business Reporting, Business Intelligence, Cloud-Native Computing, SQL, Data Analysis, Analytics, Automation, Analysis, Business, Design

    4.6 stars, 13 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.6 (13) · Beginner · Specialization · 1 - 3 Months

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

    Coursera

    GenAI for Data Analysis : OpenAI Assistant API

    Skills you'll gain: OpenAI API, Prompt Engineering, Generative AI Agents, Data Analysis, Generative AI, OpenAI, Data Visualization Software, Data Manipulation, Artificial Intelligence, Python Programming

    4.9 stars, 7 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.9 (7) · Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Data Science Essentials: Analysis, Statistics, and ML

    Skills you'll gain: Plotly, Model Evaluation, NumPy, Statistical Methods, Probability & Statistics, Plot (Graphics), Dashboard, Statistics, Pandas (Python Package), Data Analysis, Database Development, Statistical Analysis, Regression Analysis, Dashboard Creation, Data Manipulation, Python Programming, Applied Machine Learning, Probability, Data Science, Performance Tuning

    4.5 stars, 32 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (32) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • W

    Whizlabs

    NVIDIA: Prompt Engineering and Data Analysis

    Skills you'll gain: Prompt Engineering, Plot (Graphics), Prompt Engineering Tools, Large Language Modeling, Text Mining, Retrieval-Augmented Generation, Model Optimization, Data Visualization Software, Fine-tuning, Unstructured Data, Data Processing, Data Analysis

    5 stars, 8 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 5 (8) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Splunk Query Language and Data Analysis

    Skills you'll gain: Splunk, Dashboard Creation, Dashboard, Data Transformation, Interactive Data Visualization, Data Manipulation, Data Analysis, Statistical Analysis, Query Languages, Data Visualization Software, Statistical Methods, Data Presentation, Ad Hoc Reporting, Continuous Monitoring

    4.9 stars, 140 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (140) · 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

  • SQL: A Practical Introduction for Querying Databases: IBM
  • Data Analysis with Pandas and Python: Packt
  • Excel: Statistical Analysis and Data Transformation: Logical Operations
  • Time Series Data Visualization And Analysis Techniques: Coursera
  • Excel to Power BI: Data Analysis & Business Intelligence: Knowledge Accelerators
  • Observational Methods and Qualitative Data Analysis: American Psychological Association
  • Data Analysis in R with RStudio & Tidyverse: Codio
  • Data Analysis and Reporting: Excel, QuickSight, and SSRS: EDUCBA
  • GenAI for Data Analysis : OpenAI Assistant API: Coursera
  • Data Science Essentials: Analysis, Statistics, and ML: 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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