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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


  • J

    Johns Hopkins University

    Essential Epidemiologic Tools for Public Health Practice

    Skills you'll gain: Epidemiology, Public Health, Public Health and Disease Prevention, Geographic Information Systems, Statistical Visualization, Data Visualization Software, GIS Software, Geospatial Information and Technology, Datamaps, Geospatial Mapping, Community Health, Health Policy, Graphing, Risk Analysis, Estimation, Statistical Methods

    4.7 stars, 3.1K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (3.1K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Customer Service Excellence Capstone

    Skills you'll gain: Responsible AI, Customer Service, AI Personalization, AI Enablement, AI Integrations, Customer experience improvement, Customer Communications Management, Service Level, Interpersonal Communications, Service Design, Personalized Service, Customer Support, Customer experience strategy (CX), Decision Intelligence, Customer Engagement, Service Level Agreement, Decision Making, Workflow Management, Problem Solving, Data Analysis

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    IBM Systems and Solutions Architect

    Skills you'll gain: Process Modeling, Process Mapping, Business Process Modeling, Business Analysis, Cloud-Native Computing, Data Migration, Software Architecture, Stakeholder Analysis, Network Security, Systems Design, Extract, Transform, Load, Systems Architecture, Communication Planning, Stakeholder Management, Data Integration, Test Planning, Cybersecurity, Enterprise Architecture, Software Testing, Project Management

    4.7 stars, 363 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (363) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    Infosec

    Information Privacy Essentials

    Skills you'll gain: Federal Information Security Management Act, Medical Privacy, Information Privacy, General Data Protection Regulation (GDPR), Health Insurance Portability And Accountability Act (HIPAA) Compliance, NIST 800-53, Personally Identifiable Information, Health Information Management, Law, Regulation, and Compliance, Data Governance, Cyber Governance, Health Care Procedure and Regulation, Compliance Management, Regulatory Compliance, Data Security, Information Systems Security, ISO/IEC 27001, Payment Card Industry (PCI) Data Security Standards, Health Information Management and Medical Records, Credit/Debit Card Processing

    Beginner · Specialization · 3 - 6 Months

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

    University of Washington

    Machine Teaching for Autonomous AI

    Skills you'll gain: Decision Intelligence, Data Storytelling, Model Training, Automation, Decision Support Systems, AI Product Strategy, Artificial Intelligence, Machine Learning, Innovation, Algorithms, Analysis

    4.7 stars, 47 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (47) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • J

    John Wiley & Sons

    CompTIA DataX Study Guide

    Skills you'll gain: Supervised Learning, Statistical Methods, Exploratory Data Analysis, Data Preprocessing, Model Evaluation, Data Processing, Data Quality, Model Deployment, Data Transformation, Machine Learning Methods, Image Analysis, Statistics, Statistical Machine Learning, Data Analysis, Data Science, MLOps (Machine Learning Operations), Applied Machine Learning, Unsupervised Learning, Computer Vision, Machine Learning Algorithms

    Beginner · Specialization · 1 - 3 Months

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

    Princeton University

    Algorithms, Part II

    Skills you'll gain: Graph Theory, Data Structures, Algorithms, Theoretical Computer Science, Computer Programming, Java Programming, Java

    4.9 stars, 2.1K reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.9 (2.1K) · Intermediate · Course · 3 - 6 Months

    Category: Free
    Free
  • C

    Coursera

    Semantic Segmentation with Amazon Sagemaker

    Skills you'll gain: AWS SageMaker, Amazon Web Services, Model Deployment, Image Analysis, Applied Machine Learning, Model Training, Machine Learning Algorithms, Data Preprocessing, Computer Vision, Deep Learning, Machine Learning

    4.5 stars, 95 reviews, Advanced, Guided Project, Less Than 2 Hours

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

    Category: Free
    Free
  • K

    KodeKloud

    Amazon S3: Storage, Security and Management on AWS

    Skills you'll gain: Amazon S3, Amazon Web Services, AWS Identity and Access Management (IAM), Data Management, Identity and Access Management, Data Access, Authorization (Computing), Data Maintenance, Role-Based Access Control (RBAC), Data Storage Technologies, Information Management, Cloud Storage, IT General Controls (ITGC), Disaster Recovery, File Management, Security Controls, Cloud Hosting, Cloud Security, Data Storage, Software Architecture

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • D

    Duke University

    Entrepreneurial Finance: Strategy and Innovation

    Skills you'll gain: Financial Modeling, Blockchain, FinTech, Risk Modeling, Portfolio Risk, Entrepreneurial Finance, Financial Market, Business Valuation, Risk Management, Excel Formulas, Market Data, Emerging Technologies, Cryptography, Risk Analysis, Fundraising and Crowdsourcing, Law, Regulation, and Compliance, Financial Analysis, Entrepreneurship, Finance, Microsoft Excel

    4.5 stars, 1.5K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (1.5K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Amazon Supply Chain Specialist

    Skills you'll gain: Supply Chain Systems, Reverse Logistics, Supply Chain Management, Transportation, Supply Chain, and Logistics, Supply Chain, Business Intelligence, Data Literacy, Warehouse Operations, Supply Chain Planning, Operations Management, Inventory and Warehousing, Operations, Order Delivery, Transportation Operations, Forecasting, Demand Planning, Data Analysis, Dashboard, Customer Demand Planning, Decision Intelligence

    Beginner · Professional Certificate · 3 - 6 Months

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

    Coursera

    Social Media Marketing

    Skills you'll gain: Social Media Analytics, Content Performance Analysis, Canva (Software), Brand Management, Instagram, Video Editing, Content Scheduling, Meta Ads Manager, Prompt Engineering, Facebook, Content Creation, Social Media, Social Media Marketing, Marketing Automation, Copywriting, Generative AI, Social Media Content, Video Production, Campaign Management, Digital Marketing

    4.5 stars, 3.8K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.5 (3.8K) · Beginner · Professional Certificate · 3 - 6 Months

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

  • Essential Epidemiologic Tools for Public Health Practice: Johns Hopkins University
  • Customer Service Excellence Capstone: Microsoft
  • IBM Systems and Solutions Architect: IBM
  • Information Privacy Essentials: Infosec
  • Machine Teaching for Autonomous AI: University of Washington
  • CompTIA DataX Study Guide: John Wiley & Sons
  • Algorithms, Part II: Princeton University
  • Semantic Segmentation with Amazon Sagemaker: Coursera
  • Amazon S3: Storage, Security and Management on AWS: KodeKloud
  • Entrepreneurial Finance: Strategy and Innovation: Duke University

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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