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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

    SQL CASE Statements

    Skills you'll gain: PostgreSQL, SQL, Query Languages, Data Transformation, Data Manipulation, Database Software, Data Management

    4.5 stars, 31 reviews, Advanced, Guided Project, Less Than 2 Hours

    ★ 4.5 (31) · Advanced · Guided Project · Less Than 2 Hours

  • I

    IBM

    Introduction to Cybersecurity Essentials

    Skills you'll gain: Email Security, Cybersecurity, Hardening, Authorization (Computing), Cyber Attacks, Security Awareness, Security Controls, Threat Management, Encryption, Data Security, Identity and Access Management, Authentications, Application Security, Endpoint Security, Threat Detection, Cryptography, Malware Protection, Patch Management, Multi-Factor Authentication

    4.9 stars, 2K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (2K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Stanford Online

    Understanding Einstein: The Special Theory of Relativity

    Skills you'll gain: Physics, European History, Verification And Validation, Scientific Methods, electromagnetics, Research, Experimentation, Mechanics, Global Positioning Systems

    4.9 stars, 3.2K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (3.2K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Microsoft

    Culture, Inclusion and Engagement

    Skills you'll gain: People Analytics, Dashboard, Culture Transformation, Data Literacy, Experimentation, Dashboard Creation, Power BI, Analytics, Microsoft Copilot, Heat Maps, Employee Engagement, Employee Surveys, Culture, Performance Metric, Workplace inclusivity, Microsoft Power Platform, Business, Leadership and Management, Business Strategy, Leadership

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Virginia

    Financial Accounting Fundamentals

    Skills you'll gain: Financial Statements, Financial Accounting, Balance Sheet, Financial Reporting, Financial Statement Analysis, Accounting, Annual Reports, General Accounting, Accruals, Accrual Accounting, Income Statement, Financial Analysis, General Ledger, Generally Accepted Accounting Principles (GAAP), Bookkeeping, Accounting Records, Cash Flows

    4.8 stars, 2.9K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (2.9K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Deep Learning with Real-World Projects

    Skills you'll gain: Recurrent Neural Networks (RNNs), Artificial Neural Networks, Deep Learning, Matplotlib, Convolutional Neural Networks, Linear Algebra, Image Analysis, Plot (Graphics), Data Visualization, NumPy, Scientific Visualization, Machine Learning Algorithms, Keras (Neural Network Library), Statistical Visualization, Pandas (Python Package), Model Training, Applied Machine Learning, Data Science, Artificial Intelligence, Machine Learning

    4.3 stars, 7 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.3 (7) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    Illinois Tech

    Statistical Learning

    Skills you'll gain: Statistical Analysis, Data Analysis, Data Science, Statistical Programming, Statistical Methods, Statistical Machine Learning, Statistical Modeling, Applied Machine Learning, Model Evaluation, Regression Analysis, Statistics, Machine Learning Methods, Machine Learning Algorithms, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning, Unsupervised Learning, Predictive Modeling, Logistic Regression

    4.6 stars, 9 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (9) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • M

    Microsoft

    Microsoft Fabric Analytics Engineer

    Skills you'll gain: Data Lakes, Data Analysis Expressions (DAX), Data Warehousing, Data Pipelines, Data Architecture, Microsoft Azure, Azure DevOps, Star Schema, Dataflow, Interviewing Skills, Extract, Transform, Load, Azure DevOps Pipelines, Professional Development, Dependency Analysis, Power BI, Transaction Processing, Microsoft Power Platform, Transact-SQL, PySpark, Web Presence

    Advanced · Professional Certificate · 3 - 6 Months

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

    Multiple educators

    Digital Content Pro: Writing, Strategy & AI

    Skills you'll gain: Content Marketing, Content Performance Analysis, Content Scheduling, Content Strategy, Marketing Strategy and Techniques, Content Development and Management, Campaign Planning, Social Media Campaigns, Search Engine Optimization, Social Media Marketing, Large Language Modeling, Content Optimization, Copywriting, Digital Marketing Campaigns, ChatGPT, Marketing Analytics, Competitive Analysis, Generative AI, Relationship Building, Drive Engagement

    4.5 stars, 6.6K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (6.6K) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Oracle PL/SQL 21c: Programming & Triggers

    Skills you'll gain: Oracle SQL Developer, Oracle Databases, Data Integrity, Business Logic, Stored Procedure, SQL, Business Process Automation, Data Persistence, Database Design, Database Development, Performance Tuning, Relational Databases, Dependency Analysis, Database Management, Database Management Systems, Computational Thinking, Database Application, Web Services, Automation, Programming Principles

    4.8 stars, 58 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (58) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Case Western Reserve University

    Mathematical Thinking for Advanced Mathematics

    Skills you'll gain: Computational Thinking, Mathematical Theory & Analysis, Mathematics and Mathematical Modeling, Advanced Mathematics, Mathematical Modeling, Logical Reasoning, Deductive Reasoning, Critical Thinking, Applied Mathematics, Theoretical Computer Science, General Mathematics, Problem Solving, Mathematics Education, Analytical Skills, Numerical Analysis, Algebra, Geometry, Quantitative Research, Estimation, Verification And Validation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Glasgow

    Informed Clinical Decision Making using Deep Learning

    Skills you'll gain: Model Evaluation, Deep Learning, Descriptive Analytics, Data Ethics, Data Preprocessing, ICD Coding (ICD-9/ICD-10), Federated Learning, Autoencoders, Health Informatics, Clinical Data Management, Medical Records, Data Mining, Medical Coding, Electronic Medical Record System, Responsible AI, AI Security, Electronic Medical Record, Predictive Modeling, Patient Flow, Machine Learning

    4.4 stars, 36 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (36) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular exploratory data analysis courses

  • SQL CASE Statements: Coursera
  • Introduction to Cybersecurity Essentials: IBM
  • Understanding Einstein: The Special Theory of Relativity: Stanford Online
  • Culture, Inclusion and Engagement: Microsoft
  • Financial Accounting Fundamentals: University of Virginia
  • Deep Learning with Real-World Projects: Packt
  • Statistical Learning: Illinois Tech
  • Microsoft Fabric Analytics Engineer: Microsoft
  • Digital Content Pro: Writing, Strategy & AI: University of California, Davis
  • Oracle PL/SQL 21c: Programming & Triggers: EDUCBA

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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