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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 Glasgow

    Advanced Machine Learning and its Applications

    Skills you'll gain: Generative AI, Data Preprocessing, Model Evaluation, Generative Model Architectures, Dimensionality Reduction, Applied Machine Learning, Feature Engineering, Image Analysis, Tensorflow, Generative Adversarial Networks (GANs), Computer Vision, LLM Application, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Convolutional Neural Networks, Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Large Language Modeling, Data Cleansing, Autoencoders

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Board Infinity

    Generative AI: Prompt Engineering Basics

    Skills you'll gain: Prompt Engineering Tools, Prompt Patterns, Responsible AI, Generative Model Architectures, Google Gemini, AI literacy, LLM Application, Model Evaluation, Debugging

    4.7 stars, 82 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • E

    EDUCBA

    Secure Infrastructure & Virtualization

    Skills you'll gain: Incident Response, Incident Management, Data Centers, Computer Security Incident Management, vSphere Networking and Storage, DevSecOps, Continuous Monitoring, Threat Detection, Infrastructure Security, VMware ESX Servers, Virtual Networking, System Monitoring, Data Security, Virtualization, Network Monitoring, Enterprise Security, Event Monitoring, Network Security, Encryption, Dashboard

    4.9 stars, 55 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.9 (55) · Beginner · Specialization · 3 - 6 Months

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

    Universidad de los Andes

    Modelos predictivos con aprendizaje automático

    Skills you'll gain: Data Ethics, Predictive Modeling, Classification And Regression Tree (CART), Statistical Machine Learning, Supervised Learning, Machine Learning Methods, Regression Analysis, Model Training, Applied Machine Learning, Predictive Analytics, Model Evaluation, Machine Learning Software, Scikit Learn (Machine Learning Library), Machine Learning, Machine Learning Algorithms, Classification Algorithms, Decision Tree Learning, Responsible AI, Model Optimization, Python Programming

    4.7 stars, 79 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Applied Anomaly Detection with Machine Learning

    Skills you'll gain: Anomaly Detection, Feature Engineering, Fraud detection, Unsupervised Learning, Continuous Monitoring, Autoencoders, MLOps (Machine Learning Operations), Machine Learning Methods, Statistical Machine Learning, Model Training, Time Series Analysis and Forecasting, System Monitoring, Applied Machine Learning, Model Deployment, Statistical Analysis, Taxonomy

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Pixels, Waveforms & Words: Engineering Multimodal AI Systems

    Skills you'll gain: Model Optimization, Image Analysis, Transfer Learning, Risking, Fine-tuning, Multimodal Prompts, Model Evaluation, Technical Documentation, Data Preprocessing, Debugging, Computer Vision, PyTorch (Machine Learning Library), Feature Engineering, Tensorflow, Model Training, Embeddings, Systems Design, Ethical Standards And Conduct, Root Cause Analysis, Deep Learning

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Cybersecurity Architecture

    Skills you'll gain: DevSecOps, Infrastructure Security, Cyber Governance, Zero Trust Network Access, Threat Detection, Security Engineering, IT Security Architecture, Threat Modeling, Endpoint Detection and Response, Security Information and Event Management (SIEM), Cyber Threat Hunting, Enterprise Architecture, Cloud Infrastructure, Application Security, Network Security, Identity and Access Management, Cyber Security Policies, Governance Risk Management and Compliance, Risk Analysis, Role-Based Access Control (RBAC)

    Advanced · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google

    Gestión de Proyectos de Google

    Skills you'll gain: Project Closure, Cost Management, Quality Management, Project Planning, Project Management Life Cycle, Communication Planning, Sprint Retrospectives, Backlogs, Agile Methodology, Leadership Studies, Agile Project Management, Issue Tracking, Stakeholder Analysis, Budget Management, Project Scoping, Project Documentation, Scope Management, Stakeholder Management, Project Management, Change Management

    4.9 stars, 11K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.9 (11K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Team Effectiveness

    Skills you'll gain: Constructive Feedback, Customer Service, Service Level, Team Performance Management, Service Management, Team Oriented, Customer Support, Management Reporting, Customer experience improvement, Service Improvement, Team Building, Performance Reporting, Business Reporting, Team Management, Customer Success Management, Employee Onboarding, Peer Review, Drive Engagement, Data Analysis, Business Communication

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • N

    New York University

    Introduction to Cyber Security

    Skills you'll gain: Security Engineering, Authentications, Threat Modeling, Network Security, Public Key Infrastructure, Distributed Denial-Of-Service (DDoS) Attacks, Cryptographic Protocols, Public Key Cryptography Standards (PKCS), Firewall, Cyber Attacks, Cryptography, Infrastructure Security, Cybersecurity, Data Encryption Standard, Threat Management, Cyber Risk, IT Security Architecture, Mobile Security, Enterprise Security, Cyber Security Assessment

    4.7 stars, 3.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (3.7K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • W

    Whizlabs

    Microsoft Entra Identity Protection, Governance & Compliance

    Skills you'll gain: Microsoft Azure, Microsoft 365, Cloud Security, Azure Active Directory, Cloud Management, User Provisioning, Data Governance, Data Security, Role-Based Access Control (RBAC), Identity and Access Management, Data Loss Prevention, Governance Risk Management and Compliance, Zero Trust Network Access, Data Management, File Management, Cloud Services, Security Controls, User Accounts, Cyber Security Policies, Threat Detection

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Responsible AI - Principles and Ethical Considerations

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Artificial Intelligence, Ethical Standards And Conduct, Information Privacy, Data Governance, Data Security, Governance, Diversity Awareness, Continuous Monitoring, Algorithms, Complex Problem Solving, Critical Thinking

    4.4 stars, 29 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (29) · Intermediate · Course · 1 - 3 Months

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

  • Advanced Machine Learning and its Applications: University of Glasgow
  • Generative AI: Prompt Engineering Basics: Board Infinity
  • Secure Infrastructure & Virtualization: EDUCBA
  • Modelos predictivos con aprendizaje automático: Universidad de los Andes
  • Applied Anomaly Detection with Machine Learning: Board Infinity
  • Pixels, Waveforms & Words: Engineering Multimodal AI Systems: Coursera
  • Microsoft Cybersecurity Architecture: Microsoft
  • Gestión de Proyectos de Google: Google
  • Team Effectiveness: Microsoft
  • Introduction to Cyber Security: New York 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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