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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

    Supply Chain Network Optimization Using MILP on RStudio

    Skills you'll gain: Operations Research, Supply Chain Systems, Supply Chain, Supply Chain Management, Supply Chain Planning, Operational Analysis, Process Optimization, Model Optimization, Capacity Planning, Production Planning, Data Analysis, R Programming

    4.4 stars, 14 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.4 (14) · Beginner · Guided Project · Less Than 2 Hours

  • N

    Northwestern University

    Modern Robotics: Mechanics, Planning, and Control

    Skills you'll gain: Robotics, Machine Controls, Control Systems, Mathematical Modeling, Mathematical Software, Simulation and Simulation Software, Engineering, Mechanics, Mechanical Engineering, Torque (Physics), Applied Mathematics, Numerical Analysis, Simulations, Engineering Calculations, Process Control, Engineering Analysis, Virtual Environment, Graph Theory, Matlab, Algorithms

    4.7 stars, 1.3K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (1.3K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Security, Maintenance & Integration with BI Tools

    Skills you'll gain: Data Integrity, Database Architecture and Administration, Data Integration, Power BI, Data Maintenance, Database Administration, Database Management, Microsoft SQL Servers, Data Validation, Relational Databases, Databases, Application Programming Interface (API), Dashboard Creation, Dashboard, Data Quality, Interactive Data Visualization, Business Intelligence, Data Security, Systems Integration, Role-Based Access Control (RBAC)

    4.8 stars, 25 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (25) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    People Analytics

    Skills you'll gain: Workforce Planning, People Analytics, Talent Pipelining, Workforce Management, Workforce Development, Human Resources Software, Human Resource Strategy, Gap Analysis, Demand Planning, Capacity Planning, Talent Management, Power BI, Dashboard Creation, Data Storytelling, Employee Retention, Statistical Visualization, Strategic Thinking, Strategic Decision-Making, Forecasting, Talent Acquisition

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    SQL All-in-One For Dummies

    Skills you'll gain: Database Design, Relational Databases, SQL, Database Application, Data Integrity, Database Management, Database Theory, Database Systems, Stored Procedure, Data Store, Network Model, Database Architecture and Administration, Transaction Processing, Database Management Systems, Systems Development, Microsoft SQL Servers, Query Languages, Data Access, Data Modeling, Data Management

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Pearson

    Capital Budgeting Practices

    Skills you'll gain: Capital Budgeting, Capital Expenditure, Financial Analysis, Corporate Finance, Financial Management, Project Finance, Financial Modeling, Risk Analysis, Cost Benefit Analysis, Investment Management, Return On Investment, Project Portfolio Management, Operational Analysis, Operating Cost, Cash Flows, Business Risk Management, Equities, Cash Flow Forecasting, Analysis, Cost Accounting

    Beginner · Course · 1 - 4 Weeks

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

    University of Michigan

    Interactivity with JavaScript

    Skills you'll gain: Web Development Tools, Javascript, Debugging, Web Content Accessibility Guidelines, Hypertext Markup Language (HTML), Web Design, Interactive Design, Event-Driven Programming, Web Design and Development, HTML and CSS, Web Development, Cascading Style Sheets (CSS), Data Structures

    4.7 stars, 7.4K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (7.4K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    RAG for Generative AI Applications

    Skills you'll gain: Prompt Engineering, LangChain, Retrieval-Augmented Generation, Prompt Patterns, LLM Application, Generative AI, Vector Databases, Generative AI Agents, Tool Calling, Large Language Modeling, Embeddings, AI Workflows, Model Deployment, User Interface (UI), AI Integrations, UI Components, Database Systems, Model Evaluation, Data Storage Technologies, Databases

    4.6 stars, 787 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (787) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Go-To-Market Strategy

    Skills you'll gain: Go To Market Strategy, Prompt Engineering, Marketing Analytics, Conversion Funnel Analysis, Applicant Tracking Systems, Competitive Analysis, Data-Driven Marketing, Content Performance Analysis, Marketing Effectiveness, Campaign Planning, Campaign Management, Marketing Automation, Generative AI Agents, Value Propositions, Digital Marketing Campaigns, Marketing Strategies, Strategic Marketing, Product Marketing, Prompt Engineering Tools, Marketing Operations

    Intermediate · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    AI CERTs

    Microsoft 365 Copilot for Marketing and Campaign Automation

    Skills you'll gain: Prompt Engineering, Marketing Automation, Personalized Campaigns, Microsoft Copilot, Prompt Engineering Tools, Marketing Operations, Marketing, Campaign Planning, Data-Driven Marketing, Campaign Management, AI Enablement, Market Intelligence, Marketing Analytics, Email Marketing, AI Personalization, Predictive Analytics, Data-Driven Decision-Making, Business, Power BI, Leadership Development

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • W

    Whizlabs

    Microsoft Entra Identity Protection, Governance & Compliance

    Skills you'll gain: Microsoft Azure, Microsoft 365, Cloud Security, Azure Active Directory, Cloud Management, User Provisioning, Data Governance, Data Security, Role-Based Access Control (RBAC), Identity and Access Management, Data Loss Prevention, Governance Risk Management and Compliance, Zero Trust Network Access, Data Management, File Management, Cloud Services, Security Controls, User Accounts, Cyber Security Policies, Threat Detection

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    Duke University

    Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Large Language Modeling, Data Ethics, Decision Tree Learning, Regression Analysis, Generative AI, Artificial Intelligence, AI literacy, Decision Intelligence, Applied Machine Learning, Generative Model Architectures, Statistical Modeling, Python Programming, Machine Learning, Model Evaluation, Embeddings, Image Analysis, Machine Learning Methods, Scientific Visualization, Deep Learning

    4.6 stars, 94 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (94) · Intermediate · Specialization · 1 - 3 Months

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

  • Supply Chain Network Optimization Using MILP on RStudio: Coursera
  • Modern Robotics: Mechanics, Planning, and Control: Northwestern University
  • Security, Maintenance & Integration with BI Tools: Microsoft
  • People Analytics: Microsoft
  • SQL All-in-One For Dummies: John Wiley & Sons
  • Capital Budgeting Practices: Pearson
  • Interactivity with JavaScript: University of Michigan
  • RAG for Generative AI Applications: IBM
  • Microsoft Go-To-Market Strategy: Microsoft
  • Microsoft 365 Copilot for Marketing and Campaign Automation: AI CERTs

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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