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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


  • G

    Google

    Using Python to Interact with the Operating System

    Skills you'll gain: Bash (Scripting Language), Test Automation, Unit Testing, Scripting, Software Testing, Linux Commands, Test Driven Development (TDD), Unix Commands, Development Environment, Operating Systems, Command-Line Interface, File Management, OS Process Management, File Systems, Automation, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6.6K reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Instructional Design Foundations and Applications

    Skills you'll gain: Instructional and Curriculum Design, Needs Assessment, Instructional Design, Learning Theory, Diversity and Inclusion, Training and Development, Education and Training, Curriculum Development, Analysis

    4.1
    Rating, 4.1 out of 5 stars
    ·
    861 reviews

    Mixed · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Maestría en Ingeniería de Software

    Skills you'll gain: Supervised Learning, User Story, Unsupervised Learning, User Research, Data Presentation, LangChain, Process Analysis, Extract, Transform, Load, Project Closure, Cloud-Native Computing, Continuous Deployment, Organizational Strategy, Classification Algorithms, Deep Learning, Game Design, Technology Strategies, Infrastructure As A Service (IaaS), API Design, Internet Of Things, Software Architecture

    Earn a degree

    Degree · 1 - 4 Years

  • P

    Packt

    Microsoft Azure AI Fundamentals AI-900 Exam Guide

    Skills you'll gain: Responsible AI, Image Analysis, Generative AI, Machine Learning, Computer Vision, Microsoft Azure, Artificial Intelligence, Data Preprocessing, Natural Language Processing, OpenAI, Regression Analysis, AI Workflows, Model Deployment, Model Evaluation, Classification Algorithms

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Social Media Analytics and Sentiment Insights

    Skills you'll gain: Social Media Marketing, Social Media Management, Social Media Campaigns, Social Media Content, Social Media Strategy, Digital Marketing, Calendar Management, Performance Analysis, Customer Relationship Management (CRM) Software, Customer Relationship Management, Content Development and Management, Customer Insights, Web Analytics, Content Strategy, Scheduling, Target Audience, Marketing Communications, Persona Development, Analytics, Market Data

    Beginner · Course · 1 - 3 Months

  • K

    Kennesaw State University

    Growing Your Core Business with Jagdish Sheth

    Skills you'll gain: Market Opportunities, Growth Strategies, Corporate Strategy, Business Development, Business Strategy, Strategic Marketing, Market Analysis, New Product Development, Portfolio Management, Case Studies, Cash Flows, Financial Analysis

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Design and Implement Advanced Puppet Architectures

    Skills you'll gain: Scripting Languages

    Intermediate · Course · 1 - 4 Weeks

  • B

    Birla Institute of Technology & Science, Pilani

    Linear Algebra for Machine Learning & AI

    Skills you'll gain: Linear Algebra, Numerical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, Data Analysis, Geometry, Machine Learning Algorithms, Machine Learning, Dimensionality Reduction, Artificial Neural Networks, Data Manipulation

    Beginner · Course · 1 - 3 Months

  • Q

    Queen Mary University of London

    Market Research

    Skills you'll gain: Qualitative Research, Proposal Development, Market Research, Research Reports, Data Collection, Research Design, Research Methodologies, Analytics, Data Analysis, Statistical Hypothesis Testing, Survey Creation, Statistical Analysis, Surveys, Correlation Analysis, Business Research, Quantitative Research, Research, Science and Research, Market Analysis, Focus Group

    4.7
    Rating, 4.7 out of 5 stars
    ·
    912 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Budgeting: Apply Inflation & Approaches

    Skills you'll gain: Budget Management, Budgeting, Operating Budget, Cost Management, Cost Estimation, Financial Data, Spreadsheet Software, Expense Management, Operating Expense, Financial Planning, Forecasting

    Intermediate · Course · 1 - 4 Weeks

  • I

    Imperial College London

    Mathematics for Machine Learning: Multivariate Calculus

    Skills you'll gain: Regression Analysis, Calculus, Advanced Mathematics, Machine Learning Algorithms, Linear Algebra, Artificial Neural Networks, Mathematical Modeling, Python Programming, Derivatives

    4.7
    Rating, 4.7 out of 5 stars
    ·
    5.8K reviews

    Beginner · Course · 1 - 3 Months

  • H

    Harvard Business Review

    Succeed with Customers

    Skills you'll gain: Marketing Planning, Customer experience strategy (CX), Customer Engagement, Value Propositions, Customer Relationship Building, Marketing Strategies, Target Market, Marketing Strategy and Techniques, Customer Insights, Team Building, Marketing Communications, Market Research, Customer Support, Global Marketing, Consumer Behaviour

    Intermediate · Course · 1 - 4 Weeks

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

  • Using Python to Interact with the Operating System: Google
  • Instructional Design Foundations and Applications: University of Illinois Urbana-Champaign
  • Maestría en Ingeniería de Software: Universidad de los Andes
  • Microsoft Azure AI Fundamentals AI-900 Exam Guide: Packt
  • Social Media Analytics and Sentiment Insights: Coursera
  • Growing Your Core Business with Jagdish Sheth: Kennesaw State University
  • Design and Implement Advanced Puppet Architectures: EDUCBA
  • Linear Algebra for Machine Learning & AI: Birla Institute of Technology & Science, Pilani
  • Market Research: Queen Mary University of London
  • Budgeting: Apply Inflation & Approaches: 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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