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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 Window Functions for Analytics

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

    4.6 stars, 42 reviews, Advanced, Guided Project, Less Than 2 Hours

    ★ 4.6 (42) · Advanced · Guided Project · Less Than 2 Hours

  • U

    University of Michigan

    Generative AI: Fundamentals, Applications, and Challenges

    Skills you'll gain: Generative AI, Responsible AI, AI literacy, Risking, AI Security, Social Impact, Intellectual Property, Leadership and Management, Data Quality

    4.7 stars, 214 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • G

    Google

    Loops and Strings

    Skills you'll gain: Computational Logic

    5 stars, 21 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 5 (21) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Advanced Statistical Modeling Using SPSS

    Skills you'll gain: Descriptive Analytics, SPSS, Logistic Regression, SPSS (Software), Regression Analysis, Analytics, Advanced Analytics, Correlation Analysis, Data Analysis, Statistical Reporting, Descriptive Statistics, Statistical Modeling, Exploratory Data Analysis, Data Storytelling, Statistical Analysis, Predictive Modeling, Data Presentation, Predictive Analytics, Statistical Visualization, Scatter Plots

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Classification Trees in Python, From Start To Finish

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Data Preprocessing, Data Transformation, Supervised Learning, Predictive Modeling, Feature Engineering, Scikit Learn (Machine Learning Library), Classification Algorithms, Applied Machine Learning, Model Evaluation, Model Training

    4.6 stars, 233 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (233) · Intermediate · Guided Project · Less Than 2 Hours

  • G

    Google

    Automate Cybersecurity Tasks with Python

    Skills you'll gain: Debugging, Python Programming, Cybersecurity, Programming Principles, File I/O, IT Automation, Data Import/Export, Algorithms, Automation, Program Development, Computer Programming, File Management, Maintainability

    4.8 stars, 3.6K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (3.6K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Content Marketing

    Skills you'll gain: Content Marketing, Content Performance Analysis, Content Optimization, Marketing Strategy and Techniques, Goal Setting, Key Performance Indicators (KPIs), Search Engine Optimization, Brand Strategy, Content Scheduling, Strategic Marketing, Content Creation, Marketing Channel, Customer Insights, Writing and Editing, Writing, Selling Techniques, Performance Analysis, Marketing Analytics, Web Analytics and SEO, Social Media Campaigns

    4.5 stars, 5.4K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (5.4K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Introduction to Cloud Computing

    Skills you'll gain: Cloud Infrastructure, Cloud Platforms, Cloud Computing, Cloud Computing Architecture, Cloud Services, Cloud Development, Cloud Deployment, Cloud Security, Cloud Technologies, Software Development, Data Storage, Infrastructure Architecture, Data Storage Technologies, Cloud Engineering, Docker (Software), Public Cloud, Containerization, Cloud-Native Computing, Cloud Standards, DevOps

    4.6 stars, 7.8K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (7.8K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Programming Foundations with JavaScript, HTML and CSS

    Skills you'll gain: UI Components, Computational Thinking, HTML and CSS, User Interface (UI) Design, Web Design and Development, Interactive Design, Hypertext Markup Language (HTML), Web Development, Programming Principles, Web Design, Javascript, Event-Driven Programming, Computer Programming, Algorithms, Image Analysis, Web Applications, Cascading Style Sheets (CSS)

    4.6 stars, 15K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (15K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Detecting COVID-19 with Chest X-Ray using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Model Training, Convolutional Neural Networks, Transfer Learning, Image Analysis, Predictive Modeling, Deep Learning, Radiology, Medical Imaging, Computer Vision, Machine Learning, Data Preprocessing, Data Transformation

    4.5 stars, 340 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (340) · Intermediate · Guided Project · Less Than 2 Hours

  • E

    Edureka

    Power BI Developer

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Dashboard, Business Intelligence, Data Modeling, Data Storytelling, Extract, Transform, Load, Data Transformation, Data Visualization, Snowflake Schema, Business Analytics, Data Lakes, Data-Driven Decision-Making, Key Performance Indicators (KPIs), Data Analysis, Data Governance, Python Programming, Generative AI, Artificial Intelligence, Data Security

    3.9 stars, 9 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 3.9 (9) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Generative AI with Large Language Models

    Skills you'll gain: Generative AI, Large Language Modeling, Generative Model Architectures, Fine-tuning, LLM Application, Model Training, Model Deployment, Python Programming, Scalability, Model Optimization, Machine Learning, Model Evaluation, Reinforcement Learning

    4.8 stars, 3.6K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (3.6K) · Intermediate · Course · 1 - 4 Weeks

    Category: Top AI program
    Top AI program
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In summary, here are 10 of our most popular exploratory data analysis courses

  • SQL Window Functions for Analytics: Coursera
  • Generative AI: Fundamentals, Applications, and Challenges: University of Michigan
  • Loops and Strings: Google
  • Apply Advanced Statistical Modeling Using SPSS: EDUCBA
  • Classification Trees in Python, From Start To Finish: Coursera
  • Automate Cybersecurity Tasks with Python: Google
  • Content Marketing: University of California, Davis
  • Introduction to Cloud Computing: IBM
  • Programming Foundations with JavaScript, HTML and CSS: Duke University
  • Detecting COVID-19 with Chest X-Ray using PyTorch: 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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