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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


  • E

    Edge Impulse

    Introduction to Embedded Machine Learning

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Embedded Software, Model Training, Data Preprocessing, Embedded Systems, Data Processing, Machine Learning Software, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Data Literacy, Deep Learning, Responsible AI, Model Deployment, Convolutional Neural Networks, Predictive Modeling, Computer Programming

    4.8 stars, 766 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (766) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Machine Learning Foundations for Product Managers

    Skills you'll gain: Deep Learning, Model Evaluation, Unsupervised Learning, Machine Learning Methods, Classification And Regression Tree (CART), Machine Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Artificial Neural Networks, Decision Tree Learning, Model Training, Computer Vision, Logistic Regression, Supervised Learning, Machine Learning Algorithms, Natural Language Processing, Predictive Modeling, Data Science, Predictive Analytics

    4.7 stars, 860 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (860) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    BiteSize Stats: Hypothesis Testing for Single Samples

    Skills you'll gain: Statistical Hypothesis Testing, Sample Size Determination, Statistical Inference, Sampling (Statistics), Statistics, Statistical Methods, Business Analytics, Quantitative Research, Probability & Statistics, Statistical Analysis, Estimation, Decision Making, Probability Distribution, Case Studies, Benchmarking

    Mixed · Course · 1 - 3 Months

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

    University of Alberta

    Fundamentals of Reinforcement Learning

    Skills you'll gain: Reinforcement Learning, Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Agentic systems, Markov Model, Decision Intelligence, Algorithms

    4.8 stars, 2.9K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (2.9K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Build Anything with AI: No Code Required

    Skills you'll gain: Prompt Engineering, ChatGPT, Claude Code, Prompt Patterns, No-Code Development, Generative AI Agents, Engineering Software, AI Enablement, AI Orchestration, AI powered creativity, LLM Application, AI Product Strategy, Anthropic Claude, AI literacy, Agentic Workflows, AI Workflows, Decision Intelligence, Dashboard Creation, Artificial Intelligence, Large Language Modeling

    4.8 stars, 8.1K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (8.1K) · Beginner · Specialization · 3 - 6 Months

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

    Packt

    Practical Machine Learning on Databricks

    Skills you'll gain: Model Deployment, Databricks, MLOps (Machine Learning Operations), Cloud Deployment, Feature Engineering, Apache Spark, Model Training, AI Workflows, Machine Learning Software, Data Lakes, CI/CD, Model Evaluation, Applied Machine Learning, Data Store, Machine Learning, Development Environment, Statistical Machine Learning, Data Science, Machine Learning Algorithms, Python Programming

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • K

    KodeKloud

    AWS AI Practitioner (AIF-C01): Exam Walkthrough & Mock Exam

    Skills you'll gain: Amazon Bedrock, Retrieval-Augmented Generation, AWS SageMaker, Amazon Web Services, AWS Identity and Access Management (IAM), Model Evaluation, AI Enablement, Decision Intelligence, Prompt Engineering, AWS Kinesis, Large Language Modeling, AWS CloudFormation, Artificial Intelligence and Machine Learning (AI/ML), Fine-tuning, Data Processing, Cloud Computing, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • J

    John Wiley & Sons

    Biochemistry For Dummies

    Skills you'll gain: Biochemistry, Molecular Biology, Molecular, Cellular, and Microbiology, Cell Biology, Physiology, Chemistry, Life Sciences, Biotechnology, Biology, Bioinformatics, Endocrinology, Nutrition and Diet, Diagnostic Tests

    Beginner · Course · 3 - 6 Months

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Washington

    Practical Predictive Analytics: Models and Methods

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Data Science, Machine Learning Methods, Predictive Analytics, Applied Machine Learning, Analytics, Data Analysis, R Programming, Model Optimization, Statistical Methods, Decision Tree Learning, Statistical Inference, Statistical Analysis, Machine Learning, Statistics, Graph Theory, Classification Algorithms, Network Analysis, Big Data

    4.1 stars, 325 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.1 (325) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • Y

    Yale University

    The Science of Well-Being

    Skills you'll gain: Mindfulness, Meditation & Breathwork, Habit Formation, Positivity, Self-Awareness, Resilience, Behavioral Health, Compassion, Goal Setting, Mental Health, Psychology, Productivity, Time Management, Prioritization, Action Oriented, Decision Making

    4.9 stars, 40K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (40K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    Alteryx for Beginners

    Skills you'll gain: Alteryx, Spatial Data Analysis, Spatial Analysis, Data Cleansing, Data Import/Export, Data Manipulation, Geographic Information Systems, Data Wrangling, Data Processing, Data Preprocessing, Data Integration, Data Transformation, Data Presentation, Document Management, Data Analysis Software, Spreadsheet Software, Data Analysis, Microsoft Excel, Text Mining, Data Visualization Software

    4.3 stars, 31 reviews, Beginner, Course, 3 - 6 Months

    ★ 4.3 (31) · Beginner · Course · 3 - 6 Months

  • J

    Johns Hopkins University

    Foundational Mathematics for AI

    Skills you'll gain: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Bayesian Statistics, Artificial Intelligence, Probability, Regression Analysis, Calculus, Mathematical Software, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Model Optimization, Integral Calculus, Algebra, Machine Learning Algorithms, Dimensionality Reduction

    4.9 stars, 11 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (11) · Beginner · Course · 1 - 3 Months

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

  • Introduction to Embedded Machine Learning: Edge Impulse
  • Machine Learning Foundations for Product Managers: Duke University
  • BiteSize Stats: Hypothesis Testing for Single Samples: University of Colorado Boulder
  • Fundamentals of Reinforcement Learning: University of Alberta
  • Build Anything with AI: No Code Required: Vanderbilt University
  • Practical Machine Learning on Databricks: Packt
  • AWS AI Practitioner (AIF-C01): Exam Walkthrough & Mock Exam: KodeKloud
  • Biochemistry For Dummies: John Wiley & Sons
  • Practical Predictive Analytics: Models and Methods: University of Washington
  • The Science of Well-Being: Yale 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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