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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


  • L

    Logical Operations

    SQL Querying: Fundamentals

    Skills you'll gain: Microsoft SQL Servers, SQL, Query Languages, Database Software, Database Design, Data Import/Export, Database Management, Databases, Relational Databases, Data Access, Data Manipulation, Extensible Markup Language (XML), Data Analysis Expressions (DAX), Data Management

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    Apply MySQL Skills Through a Real-World Database Project

    Skills you'll gain: Database Architecture and Administration, Query Languages, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Forecast bikeshare demand using time series models in R

    Skills you'll gain: R Programming, R (Software), Data Visualization, Time Series Analysis and Forecasting, Interactive Data Visualization, Tidyverse (R Package), Data-Driven Decision-Making, Trend Analysis, Rmarkdown, Data Analysis, Predictive Modeling, Data Cleansing, Data Manipulation, Forecasting, Business Strategy, Demand Planning, Data Preprocessing, Model Evaluation, Machine Learning

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • I

    IESE Business School

    Foundations of Management

    Skills you'll gain: Value Propositions, Brand Management, Financial Statements, Marketing, Financial Statement Analysis, Leadership Development, Business Analytics, Marketing Strategies, Income Statement, Business Analysis, Strategic Marketing, Intercultural Competence, Financial Analysis, Accounting, Conflict Management, Financial Management, Financial Acumen, Financial Data, Leadership, Finance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    5.5K reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Analyze and Optimize Marketing Channel Performance

    Skills you'll gain: Marketing Budgets, Marketing Effectiveness, Budget Management, Google Analytics, Marketing Analytics, Marketing Strategies, Marketing Channel, Data Validation, Web Analytics, Real Time Data, Performance Analysis, Strategic Decision-Making, Event Monitoring, Data Capture, System Configuration

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Jira Automation and App Selection

    Skills you'll gain: Due Diligence, Backlogs, Postman API Platform, Strategic Decision-Making, Data Integrity, Data Maintenance, Needs Assessment, Product Knowledge, Technical Management, Stakeholder Communications, Data Manipulation, Requirements Analysis, Process Analysis, Automation, Restful API, Application Programming Interface (API), Business Requirements, Vendor Management

    Beginner · Course · 1 - 4 Weeks

  • S

    SAS

    Predictive Modeling with Logistic Regression using SAS

    Skills you'll gain: SAS (Software), Model Evaluation, Logistic Regression, Predictive Modeling, Classification And Regression Tree (CART), Big Data, Regression Analysis, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Data Preprocessing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    63 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Automate, Analyze, and Evaluate Accounting with AI

    Skills you'll gain: Fraud detection, Accounting Software, Financial Auditing, Data-Driven Decision-Making, Reconciliation, Business Workflow Analysis, Operational Analysis, Artificial Intelligence, Transaction Processing, Process Analysis

    Beginner · Course · 1 - 4 Weeks

  • D

    Duke University

    Rust Fundamentals

    Skills you'll gain: Rust (Programming Language), Test Case, Software Testing, Data Structures, Debugging, GitHub, Programming Principles, Package and Software Management, Development Environment, System Programming, Software Documentation

    4
    Rating, 4 out of 5 stars
    ·
    225 reviews

    Beginner · Course · 1 - 4 Weeks

  • T

    The Hong Kong University of Science and Technology

    Discrete Math for Computer Science - Counting & Probability

    Skills you'll gain: Bayesian Statistics, Mathematical Theory & Analysis, Arithmetic, Advanced Mathematics, Deductive Reasoning

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Generative AI Language Modeling with Transformers

    Skills you'll gain: Generative AI, Large Language Modeling, PyTorch (Machine Learning Library), Transfer Learning, Embeddings, Natural Language Processing, Text Mining, Applied Machine Learning, Performance Tuning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    140 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze Costing Methods for Managerial Decision Making

    Skills you'll gain: Cost Benefit Analysis, Business Planning, Performance Measurement, Financial Analysis, Analysis

    Beginner · Course · 1 - 3 Months

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

  • SQL Querying: Fundamentals: Logical Operations
  • Apply MySQL Skills Through a Real-World Database Project: EDUCBA
  • Forecast bikeshare demand using time series models in R: Coursera
  • Foundations of Management: IESE Business School
  • Analyze and Optimize Marketing Channel Performance: Coursera
  • Jira Automation and App Selection: Coursera
  • Predictive Modeling with Logistic Regression using SAS : SAS
  • Automate, Analyze, and Evaluate Accounting with AI: Coursera
  • Rust Fundamentals: Duke University
  • Discrete Math for Computer Science - Counting & Probability: The Hong Kong University of Science and Technology

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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