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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


  • U

    University of Zurich

    An Intuitive Introduction to Probability

    Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Statistics, Descriptive Statistics, Statistical Methods, Applied Mathematics, Risk Management, Finance, Correlation Analysis, Decision Making

    4.8 stars, 1.9K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (1.9K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • V

    Vanderbilt University

    Honors AI Foundations for High School Students

    Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Patterns, Prompt Engineering Tools, LLM Application, Gemini, ChatGPT, Google Gemini, AI literacy, Anthropic Claude, Large Language Modeling, AI Enablement, Artificial Intelligence, AI powered creativity, Generative AI, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Complex Problem Solving

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Simplilearn

    Orchestrating Agent Teams with CrewAI Training for Beginners

    Skills you'll gain: Agentic Workflows, Agentic systems, Generative AI Agents, LLM Application, Application Development, AI Integrations, Automation, Tool Calling, Build Tools, Software Development Tools, Development Environment

    Beginner · Course · 1 - 4 Weeks

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

    DeepLearning.AI

    Natural Language Processing in TensorFlow

    Skills you'll gain: Tensorflow, Recurrent Neural Networks (RNNs), Natural Language Processing, Embeddings, Artificial Neural Networks, Model Training, Applied Machine Learning, Data Preprocessing, Machine Learning, Data Processing

    4.6 stars, 6.5K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (6.5K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    American Psychological Association

    Statistics in Psychological Research

    Skills you'll gain: Descriptive Statistics, Data Literacy, Graphing, Statistical Visualization, Statistical Hypothesis Testing, Probability & Statistics, Statistical Inference, Quantitative Research, Statistics, Statistical Analysis, Statistical Methods, Descriptive Analytics, Sample Size Determination, Data Analysis, Sampling (Statistics), Exploratory Data Analysis, Science and Research, Psychology, Bayesian Statistics, Research Design

    4.6 stars, 67 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (67) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Database systems

    Skills you'll gain: NoSQL, Data Warehousing, Database Systems, Database Theory, Relational Databases, Database Management, Extract, Transform, Load, SQL, Databases, Data Mining, Database Development, Business Intelligence, Database Application, Database Management Systems, Big Data, Information Systems, Database Design, MongoDB, Scalability, Database Software

    4.3 stars, 702 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (702) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI for Business Intelligence (BI) Analysts

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Interactive Data Visualization, Business Intelligence, ChatGPT, Business Intelligence Software, Data Presentation, Infographics, Dashboard Creation, LLM Application, AI literacy, Model Evaluation, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Responsible AI, Augmented and Virtual Reality (AR/VR), Data Analysis, Data Visualization

    4.7 stars, 12K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (12K) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Business Intelligence Concepts, Tools, and Applications

    Skills you'll gain: Business Intelligence, Business Intelligence Software, Decision Support Systems, Performance Measurement, Data Visualization, Business Analytics, Dashboard, Data Warehousing, MicroStrategy, Dashboard Creation, Performance Analysis, Key Performance Indicators (KPIs), Data-Driven Decision-Making, Performance Reporting, Quality Improvement, Performance Improvement, Interactive Data Visualization, Business Reporting, Lean Six Sigma, Data Analysis

    4.5 stars, 655 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (655) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edge Impulse

    Edge AI for Microcontrollers

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Applied Machine Learning, Embedded Software, Model Training, Embedded Systems, Machine Learning Software, MLOps (Machine Learning Operations), Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Responsible AI, Predictive Modeling, Artificial Intelligence, AI literacy, Machine Learning Methods, Anomaly Detection, AI Product Strategy, Prototyping, Product Development

    4.8 stars, 914 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.8 (914) · Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • L

    LearnQuest

    Managing AI Systems: Development, Deployment, and Governance

    Skills you'll gain: Responsible AI, Key Performance Indicators (KPIs), Cross-Functional Collaboration, Performance Measurement, Cross-Functional Team Leadership, Operational Risk, Compliance Management, Dashboard, Accountability, Continuous Monitoring, Dashboard Creation, Data Ethics, Performance Metric, Governance Risk Management and Compliance, Regulatory Compliance, Governance, Risk Control, Accountability Frameworks, Compliance Auditing, MLOps (Machine Learning Operations)

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    MATLAB Programming for Engineers and Scientists

    Skills you'll gain: Prompt Engineering, Image Analysis, Data Visualization Software, Object Oriented Programming (OOP), Algorithms, Matlab, Machine Learning Methods, Applied Machine Learning, Object Oriented Design, ChatGPT, File I/O, LLM Application, Large Language Modeling, Dimensionality Reduction, Software Engineering, Program Development, Programming Principles, Functional Design, Computer Programming, Data Analysis

    4.8 stars, 18K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (18K) · Beginner · Specialization · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    AI for Medical Prognosis

    Skills you'll gain: Classification And Regression Tree (CART), Risk Modeling, Decision Tree Learning, Predictive Modeling, Feature Engineering, Applied Machine Learning, Random Forest Algorithm, Model Evaluation, Biostatistics, Predictive Analytics, Data Preprocessing, Statistical Modeling, Risk Analysis, Machine Learning, Statistical Methods, Statistical Analysis, Probability & Statistics, Deep Learning

    4.7 stars, 800 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (800) · Intermediate · Course · 1 - 4 Weeks

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

  • An Intuitive Introduction to Probability: University of Zurich
  • Honors AI Foundations for High School Students: Vanderbilt University
  • Orchestrating Agent Teams with CrewAI Training for Beginners: Simplilearn
  • Natural Language Processing in TensorFlow: DeepLearning.AI
  • Statistics in Psychological Research: American Psychological Association
  • Database systems: Universidad Nacional Autónoma de México
  • Generative AI for Business Intelligence (BI) Analysts: IBM
  • Business Intelligence Concepts, Tools, and Applications: University of Colorado System
  • Edge AI for Microcontrollers: Edge Impulse
  • Managing AI Systems: Development, Deployment, and Governance: LearnQuest

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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