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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 Cloud

    Fraud Detection on Financial Transactions with Machine Learning on Google Cloud

    Skills you'll gain: Fraud detection, Feature Engineering, Big Data, Anomaly Detection, Google Cloud Platform, Unsupervised Learning, Model Evaluation, Data Manipulation, Applied Machine Learning, Decision Tree Learning, Logistic Regression, Supervised Learning, Predictive Modeling, Machine Learning, Data Preprocessing

    4
    Rating, 4 out of 5 stars
    ·
    26 reviews

    Intermediate · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Measure ML Impact & Business Value

    Skills you'll gain: Experimentation, Business Metrics, Data Storytelling, Return On Investment, Model Evaluation, Dashboard, Performance Measurement, Business Valuation, Key Performance Indicators (KPIs), A/B Testing, Performance Analysis, Analysis, Product Management, Machine Learning, Financial Analysis, Business, Stakeholder Communications, Sample Size Determination, Power Electronics

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Washington

    머신 러닝 기초: 사례 연구 접근 방식

    Skills you'll gain: Model Evaluation, Regression Analysis, Applied Machine Learning, Machine Learning, Deep Learning, Jupyter, Supervised Learning, Predictive Analytics, Classification Algorithms, Image Analysis, Unsupervised Learning, Computer Vision, Text Mining, Natural Language Processing, Python Programming

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Field Sales Agents: Local Market Insights

    Skills you'll gain: Sales Territory Management, Sales Strategy, Customer Engagement, Sales Process, Lead Generation, Sales, Market Intelligence, Sales Enablement, Sales Training, Real Time Data, Personalized Service, AI Enablement, Market Analysis, Ethical Standards And Conduct, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Getting started with Azure IOT Hub

    Skills you'll gain: Microsoft Azure, Data Visualization, Microsoft Excel, Internet Of Things, Cloud Storage, Data Storage Technologies, Data Import/Export, Data Pipelines

    4.5
    Rating, 4.5 out of 5 stars
    ·
    86 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    A

    Automatic Data Processing, Inc. (ADP)

    Diversity, Equity & Inclusion

    Skills you'll gain: Diversity Training, Organizational Change, Diversity Equity and Inclusion Initiatives, Cognitive flexibility, Adaptability, Workplace inclusivity, Diversity and Inclusion, Open Mindset, Cultural Responsiveness, Cultural Diversity, Diversity Awareness, Cultural Sensitivity, Employee Training, Safety Culture, Self-Awareness

    4.5
    Rating, 4.5 out of 5 stars
    ·
    48 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    ESCP Business School

    Doing Business in Europe

    Skills you'll gain: Cultural Diversity, Intercultural Competence, Supply Chain Management, Business Strategy, Retail Store Operations, Business Development, Sustainable Business, Global Marketing, Market Dynamics, Innovation, Negotiation, Investments, Digital Marketing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    139 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Evaluating User Interfaces

    Skills you'll gain: Usability Testing, User Interface (UI), Usability, User Research, UI/UX Research, Human Computer Interaction, User Experience Design, User Centered Design, Test Planning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    273 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    N

    Nanjing University

    计算机操作系统

    Skills you'll gain: Operating Systems, Computer Systems, File Systems, OS Process Management, Software Systems, System Design and Implementation, Data Storage, Computer Hardware, Virtualization, Virtual Machines, Algorithms, Human Computer Interaction

    4.5
    Rating, 4.5 out of 5 stars
    ·
    143 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    I

    Illinois Tech

    Industrial Psychology

    Skills you'll gain: Industrial and Organizational Psychology, Job Analysis, Talent Management, Team Building, Leadership, Human Resources, Human Resources Management and Planning, Diversity and Inclusion, Occupational Safety And Health, Employee Performance Management, Organizational Development, Employee Engagement, Stress First Aid, Performance Management, Research, Social Justice, Scientific Methods, Employee Training, Psychological Evaluations, Cultural Diversity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    U

    University of Washington

    U101: Understanding College and College Life

    Skills you'll gain: Higher Education, Learning Strategies, Student Support and Services, Academic Advising, Time Management, Lifelong Learning, Personal Development, Planning, Collaboration, Resourcefulness, Decision Making, Adaptability, Relationship Building

    4.6
    Rating, 4.6 out of 5 stars
    ·
    507 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universidad de los Andes

    Objetivos de desarrollo sostenible para América Latina y el Caribe

    Skills you'll gain: Sustainable Development, Socioeconomics, Social Studies, Environment, Community Development, Economics, Policy, and Social Studies, Environmental Science, Analysis, World History, Climate Change Adaptation, Public Policies

    4.9
    Rating, 4.9 out of 5 stars
    ·
    772 reviews

    Beginner · Course · 1 - 3 Months

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

  • Fraud Detection on Financial Transactions with Machine Learning on Google Cloud: Google Cloud
  • Measure ML Impact & Business Value: Coursera
  • 머신 러닝 기초: 사례 연구 접근 방식: University of Washington
  • GenAI for Field Sales Agents: Local Market Insights: Coursera
  • Getting started with Azure IOT Hub: Coursera
  • Diversity, Equity & Inclusion: Automatic Data Processing, Inc. (ADP)
  • Doing Business in Europe: ESCP Business School
  • Evaluating User Interfaces: University of Minnesota
  • 计算机操作系统: Nanjing University
  • Industrial Psychology: Illinois Tech

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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