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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


  • Status: Free Trial
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    The University of Sydney

    Academic Skills for University Success: Capstone

    Skills you'll gain: Critical Thinking, Research, Problem Solving, Ethical Standards And Conduct, Research Methodologies, Verbal Communication Skills, Writing, Creative Problem-Solving, Brainstorming, Complex Problem Solving, Planning

    4.9
    Rating, 4.9 out of 5 stars
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    1.9K reviews

    Mixed · Course · 1 - 3 Months

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    Rice University

    Engineering Project Management: Scope, Time and Cost Management

    Skills you'll gain: Project Scoping, Cost Management, Scope Management, Project Estimation, Project Schedules, Earned Value Management, Scheduling, Work Breakdown Structure, Requirements Management, Timelines, Change Management, Budget Management, Project Management, Planning, Project Documentation

    4.8
    Rating, 4.8 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    Coursera

    GenAI for Contract Managers: Automating CLM

    Skills you'll gain: Contract Management, Performance Analysis, Legal Technology, Contract Review, Generative AI, Analysis, Workflow Management, Compliance Management, Document Management, Supplier Management, Business Process Automation, Vendor Management, Automation, Process Optimization, Operational Efficiency, Risk Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    The University of Edinburgh

    Understanding Obesity

    Skills you'll gain: Scientific Methods, Research, Nutrition and Diet, Behavioral Health, Physiology, Psychology, Stress Management, Peer Review, Health Policy, Discussion Facilitation

    4.6
    Rating, 4.6 out of 5 stars
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    889 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    National Taiwan University

    Operations Research

    Skills you'll gain: Operations Research, Mathematical Modeling, Process Optimization, Report Writing, Network Model, Applied Mathematics, Process Improvement and Optimization, Business Modeling, Industrial Engineering, Linear Algebra, Numerical Analysis, Operations Management, Applied Machine Learning, Resource Allocation, Case Studies, Engineering Calculations, Algorithms, Feasibility Studies, Project Design, Business Analytics

    4.8
    Rating, 4.8 out of 5 stars
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    722 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Google Cloud

    Organizational Change and Culture for Adopting Google Cloud

    Skills you'll gain: Business Transformation, Site Reliability Engineering, Innovation, Digital Transformation, Serverless Computing, Application Programming Interface (API), Technology Strategies, Hybrid Cloud Computing, Safety Culture, Data Strategy, Organizational Change, Change Management, Cloud Infrastructure, Cloud Computing, Cloud Solutions, Culture Transformation, People Management, Management Training And Development, CI/CD, Service Level

    4.7
    Rating, 4.7 out of 5 stars
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    2.6K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Python 101: Develop Your First Python Program

    Skills you'll gain: Game Design, Python Programming, Programming Principles, Computer Programming, Scripting, Data Validation, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    283 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free
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    DeepLearning.AI

    Understanding and Applying Text Embeddings

    Skills you'll gain: Embeddings, LLM Application, Anomaly Detection, Generative AI, Google Cloud Platform, Natural Language Processing, Vector Databases, Semantic Web, Unsupervised Learning, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    67 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
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    University of Colorado System

    Advanced System Security Design

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Intrusion Detection and Prevention, Role-Based Access Control (RBAC), AWS Identity and Access Management (IAM), Amazon Web Services, Amazon Elastic Compute Cloud, Cloud Computing, Malware Protection, Threat Modeling, Cloud Security, Load Balancing, Security Engineering, User Accounts, Authorization (Computing), Identity and Access Management, Network Security, Information Systems Security, Cybersecurity, Encryption, Geographic Information Systems

    4.5
    Rating, 4.5 out of 5 stars
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    658 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Build Image Quality Inspection using AWS Lookout for Vision

    Skills you'll gain: Model Evaluation, Image Analysis, Amazon Web Services, Image Quality, Computer Vision, Model Deployment, Data Import/Export, Anomaly Detection, Data Science, Machine Learning, Cloud Computing

    4.8
    Rating, 4.8 out of 5 stars
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    20 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Coursera

    GenAI for Dynamic Advertising and Media Buying

    Skills you'll gain: Performance marketing, Google Ads, Media Buying, Content Performance Analysis, Advertising, Generative AI, Data Ethics, Campaign Management, Paid media, AI Personalization, Automation, Content Creation, Analytics

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Intro to NumPy

    Skills you'll gain: NumPy, Scientific Visualization, Data Visualization, Jupyter, Time Series Analysis and Forecasting, Graphing, Data Structures, Python Programming, Numerical Analysis, Data Manipulation, Mathematical Software, Data Analysis

    Beginner · Course · 1 - 4 Weeks

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

  • Academic Skills for University Success: Capstone: The University of Sydney
  • Engineering Project Management: Scope, Time and Cost Management: Rice University
  • GenAI for Contract Managers: Automating CLM: Coursera
  • Understanding Obesity: The University of Edinburgh
  • Operations Research: National Taiwan University
  • Organizational Change and Culture for Adopting Google Cloud: Google Cloud
  • Python 101: Develop Your First Python Program: Coursera
  • Understanding and Applying Text Embeddings: DeepLearning.AI
  • Advanced System Security Design: University of Colorado System
  • Build Image Quality Inspection using AWS Lookout for Vision: Coursera

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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