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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

    Infrastruktur AI: TPU Cloud

    Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, AI Enablement, Infrastructure Architecture, Business Workflow Analysis, AI Workflows, Performance Tuning, Interoperability, Operational Efficiency, Performance Improvement, Systems Architecture, Product Demonstration

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze and Implement Splunk Authentication Controls

    Skills you'll gain: Authentications, Role-Based Access Control (RBAC), Splunk, Security Assertion Markup Language (SAML), Single Sign-On (SSO), Identity and Access Management, Lightweight Directory Access Protocols, Authorization (Computing), Security Controls, Data Access, User Accounts, Scripting, Proxy Servers

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Minimal CMake

    Skills you'll gain: Build Tools, Continuous Integration, CI/CD, Software Configuration Management, Unit Testing, Configuration Management, Software Development Tools, Test Tools, Maintainability, Development Environment, Cross Platform Development, Package and Software Management, Command-Line Interface, Software Engineering, Software Installation, Dependency Analysis

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Enterprise Product Management Fundamentals

    Skills you'll gain: Product Development, Product Management, Product Lifecycle Management, Product Roadmaps, Market Research, Microsoft 365, Product Requirements, AI Product Strategy, Cross-Functional Collaboration, Project Management Institute (PMI) Methodology, Product Strategy, Compliance Management, Competitive Analysis, Enterprise Security, Agile Methodology, Market Data, Stakeholder Management, Prioritization

    4.6
    Rating, 4.6 out of 5 stars
    ·
    296 reviews

    Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Quantifying Relationships with Regression Models

    Skills you'll gain: Regression Analysis, Logistic Regression, Correlation Analysis, Statistical Inference, Model Evaluation, Statistical Modeling, Statistical Analysis, Probability & Statistics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Applied Machine Learning

    Skills you'll gain: Computer Vision, Model Evaluation, PyTorch (Machine Learning Library), Supervised Learning, Unsupervised Learning, Image Analysis, Applied Machine Learning, Data Preprocessing, Dimensionality Reduction, Reinforcement Learning, Feature Engineering, Machine Learning Algorithms, Convolutional Neural Networks, Regression Analysis, Data Processing, Machine Learning, Predictive Modeling, Data Mining, Deep Learning, Artificial Neural Networks

    3.6
    Rating, 3.6 out of 5 stars
    ·
    15 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Debug ML Code: Fix, Trace & Evaluate

    Skills you'll gain: Regression Testing, Debugging, Unit Testing, Test Case, Code Review, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Generative AI Models and Transformer Networks Certification

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Autoencoders, ChatGPT, OpenAI, Deep Learning, Model Evaluation, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Computer Vision, Unsupervised Learning, Natural Language Processing

    3.4
    Rating, 3.4 out of 5 stars
    ·
    13 reviews

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Colorado Boulder

    Regression and Classification

    Skills you'll gain: Statistical Modeling, Data Science, Statistical Methods, Statistical Analysis, Model Evaluation, Regression Analysis, Predictive Modeling, R Programming, Machine Learning, Classification Algorithms, Supervised Learning, Unsupervised Learning, Machine Learning Algorithms

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Identify, Document, and Escalate Supplier Risks

    Skills you'll gain: Supplier Management, Operational Risk, Supplier Performance Management, Supplier Relationship Management, Supply Management, Risk Management, Procurement, Business Risk Management, Risk Analysis, Strategic Sourcing, Report Writing, Failure Analysis, Issue Tracking, Quality Assessment, Product Quality (QA/QC), Talent Sourcing, Financial Analysis

    Beginner · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Introduction to Information Technology and AWS Cloud

    Skills you'll gain: Amazon Web Services, Web Applications, Amazon Elastic Compute Cloud, Information Technology, Cloud Computing, Public Cloud, IT Infrastructure, Amazon S3, General Networking, Network Security, Web Servers, Operating Systems, Servers, Data Centers, Hypertext Markup Language (HTML), Computer Hardware, Javascript, Data Analysis, Project Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    517 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply Protocol-Oriented Programming in Swift Applications

    Skills you'll gain: Swift Programming, Apple iOS, iOS Development, Software Design Patterns, Object Oriented Programming (OOP), Maintainability, Data Modeling, Application Design, Programming Principles, Testability, User Interface (UI)

    Beginner · Course · 1 - 4 Weeks

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1…272273274…834

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

  • Infrastruktur AI: TPU Cloud: Google Cloud
  • Analyze and Implement Splunk Authentication Controls: EDUCBA
  • Minimal CMake: Packt
  • Enterprise Product Management Fundamentals: Microsoft
  • Quantifying Relationships with Regression Models: Johns Hopkins University
  • Applied Machine Learning: Johns Hopkins University
  • Debug ML Code: Fix, Trace & Evaluate: Coursera
  • Generative AI Models and Transformer Networks Certification: Simplilearn
  • Regression and Classification: University of Colorado Boulder
  • Identify, Document, and Escalate Supplier Risks: 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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