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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


  • R

    Red Hat

    Fundamentals of Containers, Kubernetes and OpenShift

    Skills you'll gain: OpenShift, Application Deployment, Kubernetes, Containerization, Cloud-Native Computing, Data Persistence, Application Performance Management, Configuration Management, Application Lifecycle Management, Package and Software Management, Command-Line Interface, Network Routing

    ★ 4.7 (52) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Artificial Intelligence in Finance and Wealth Management

    Skills you'll gain: Education Software and Technology, Responsible AI, Wealth Management, Machine Learning Methods, Supervised Learning, Machine Learning, Financial Services, Applied Machine Learning, AI Personalization, Data Ethics, Machine Learning Algorithms, Learning Management Systems, Digital pedagogy, Artificial Intelligence, Compliance Training, AI literacy, AI Enablement, Relationship Management, Rapport Building, Financial Planning

    ★ 4.4 (28) · Intermediate · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Columbia University

    Camera and Imaging

    Skills you'll gain: Image Quality, Image Analysis, Computer Vision, Photography, Color Theory, Digital Signal Processing, Semiconductors

    ★ 4.7 (162) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • I

    Intel

    An Introduction to Practical Deep Learning

    Skills you'll gain: Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Transfer Learning, Model Optimization, Recurrent Neural Networks (RNNs), Fine-tuning, Image Analysis, Generative Adversarial Networks (GANs), Model Training, Computer Vision, Natural Language Processing, Scalability, Reinforcement Learning, Distributed Computing

    ★ 4.3 (150) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Build & Evaluate Real-Time Object Detectors

    Skills you'll gain: Computer Vision, Model Optimization, Model Deployment, Performance Analysis, Performance Measurement, Data Pipelines, Quality Assessment

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of Illinois Urbana-Champaign

    Sustainable Innovation for Subsistence Marketplaces

    Skills you'll gain: Environmental Issue, Solution Design, Sustainable Development, Design Thinking, Business Planning, Human Centered Design, Sustainable Business, Innovation, Entrepreneurship, Economic Development, Needs Assessment, Business Development, Consumer Behaviour, Market Analysis, Market Research, Market Dynamics, Cultural Sensitivity

    ★ 4.1 (125) · Beginner · Course · 1 - 4 Weeks

    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Create a Database with the Modeling Tool in MySQL Workbench

    Skills you'll gain: MySQL Workbench, Database Design, MySQL, Database Development, Relational Databases, Database Management, Databases, Database Management Systems, SQL, Data Modeling, Diagram Design, Query Languages, Data Import/Export

    ★ 4.6 (62) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Crafting AI Identities: Strategies & Ethical Considerations

    Skills you'll gain: Responsible AI, AI Personalization, Data Ethics, Personally Identifiable Information, Information Privacy, Persona (User Experience), User Research, Multimodal Prompts, AI literacy, Persona Development, User Experience Design, Artificial Intelligence, Human Centered Design, Ethical Standards And Conduct, User Centered Design

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    ESSEC Business School

    Reporting extra-financier et stratégie RSE

    Skills you'll gain: Sustainability Reporting, Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Compliance Reporting, Annual Reports, Stakeholder Engagement, Performance Reporting, Financial Reporting, Stakeholder Management, Sustainable Business, Sustainable Development, Social Impact, Stakeholder Communications, Sustainability Standards, Stakeholder Analysis, Regulatory Requirements, Performance Measurement

    ★ 4.6 (426) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Visualize and Alert AI Performance KPIs

    Skills you'll gain: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Dashboard, Data Visualization, Dashboard Creation, Key Performance Indicators (KPIs), System Monitoring, Performance Reporting, Performance Measurement, Performance Analysis, Data Visualization Software, Business Intelligence, Performance Metric, Business Intelligence Software, Continuous Monitoring, Cost Containment, Issue Tracking, Budget Management, Cost Management

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • B

    Board Infinity

    Machine Learning with Implementation in Java

    Skills you'll gain: Data Preprocessing, Model Deployment, Apache Mahout, Java, Java Programming, Apache Spark, Classification Algorithms, Machine Learning Software, Machine Learning Methods, Model Training, Applied Machine Learning, Deep Learning, Data Processing, Model Evaluation, Natural Language Processing, Data Cleansing, Machine Learning, Feature Engineering, Fine-tuning, Data Transformation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • 2

    28DIGITAL

    Impact from digital transformation: A Nano course

    Skills you'll gain: Strategic Decision-Making, Digital Transformation, Business Transformation, Consumer Behaviour, Organizational Change, Leadership, Predictive Modeling, Forecasting, Market Analysis, Emerging Technologies, Business Modeling

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

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

  • Fundamentals of Containers, Kubernetes and OpenShift: Red Hat
  • Artificial Intelligence in Finance and Wealth Management: University of Illinois Urbana-Champaign
  • Camera and Imaging: Columbia University
  • An Introduction to Practical Deep Learning: Intel
  • Build & Evaluate Real-Time Object Detectors: Coursera
  • Sustainable Innovation for Subsistence Marketplaces: University of Illinois Urbana-Champaign
  • Create a Database with the Modeling Tool in MySQL Workbench: Coursera
  • Crafting AI Identities: Strategies & Ethical Considerations: Coursera
  • Reporting extra-financier et stratégie RSE: ESSEC Business School
  • Visualize and Alert AI Performance KPIs: 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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