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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

    Connect an App to a Cloud SQL for PostgreSQL Instance

    Skills you'll gain: Application Deployment, Kubernetes, Cloud Applications, Cloud Deployment, Operational Databases, Google Cloud Platform, Cloud Management, Database Application, Databases, Cloud-Native Computing, Containerization, Data Access, PostgreSQL, SQL

    5 stars, 13 reviews, Beginner, Project, Less Than 2 Hours

    ★ 5 (13) · Beginner · Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • E

    Edge Impulse

    Edge AI Fundamentals

    Skills you'll gain: MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Machine Learning Methods, Anomaly Detection, Convolutional Neural Networks, Machine Learning, Cloud Computing, Internet Of Things, Product Engineering, Embedded Systems, Data Processing, Industrial Engineering, Data Science, Product Development

    4.5 stars, 10 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (10) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Birla Institute of Technology & Science, Pilani

    Linear Algebra for Machine Learning & AI

    Skills you'll gain: Linear Algebra, Numerical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, Data Analysis, Machine Learning, Dimensionality Reduction, Model Optimization, Artificial Neural Networks

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Pennsylvania

    Decision-Making and Scenarios

    Skills you'll gain: Cash Flow Forecasting, Data-Driven Decision-Making, Forecasting, Business Analytics, Quantitative Research, Financial Modeling, Financial Forecasting, Financial Statement Analysis, Strategic Decision-Making, Financial Statements, Revenue Forecasting, Risk Modeling, Decision Making, Capital Budgeting, Financial Analysis, Return On Investment, Cash Flows, Business Planning, New Business Development, Balance Sheet

    4.6 stars, 1.7K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (1.7K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Azure AI Fundamentals - Complete AI-901 Certification Guide

    Skills you'll gain: Responsible AI, Generative AI, Generative AI Agents, Large Language Modeling, Text Mining, Agentic systems, Natural Language Processing, Microsoft Azure, Generative Model Architectures, Agentic Workflows, Embeddings, Data Ethics, Artificial Intelligence, Cloud Infrastructure, LLM Application, Azure DevOps, Image Analysis, Applied Machine Learning, Machine Learning, Case Studies

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    PCI DSS v4.0.0 Fundamentals & Compliance Guide

    Skills you'll gain: Payment Card Industry (PCI) Data Security Standards, Payment Systems, Security Controls, Compliance Management, Payment Processing, Regulatory Compliance, Secure Coding, Identity and Access Management, Compliance Auditing, Data Security, Project Implementation, Audit Planning, Vulnerability Scanning, Cyber Security Policies, Security Testing, Vulnerability Assessments, Continuous Monitoring, Cybersecurity, Firewall, Network Security

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • M

    MathWorks

    Deep Learning for Object Detection

    Skills you'll gain: Computer Vision, Model Evaluation, Image Analysis, Convolutional Neural Networks, Deep Learning, Model Training, Matlab, Fine-tuning, Data Preprocessing, Software Visualization, Transfer Learning, Model Optimization, Data Analysis, Network Architecture

    4.9 stars, 13 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (13) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Geospatial Visualization, Cloud & Real-Time Pipelines

    Skills you'll gain: Leaflet (Software), Data Visualization, Extract, Transform, Load, Interactive Data Visualization, Datamaps, Data Pipelines, Analytical Skills, Data Presentation, Amazon S3, Dashboard Creation, Amazon Web Services, Spatial Data Analysis, Heat Maps, Apache Airflow, GIS Software, Geographic Information Systems, Metadata Management, Technical Documentation, Geospatial Mapping, Cloud Computing

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    RAG for Generative AI Applications

    Skills you'll gain: Prompt Engineering, LangChain, Retrieval-Augmented Generation, Prompt Patterns, LLM Application, Generative AI, Vector Databases, Generative AI Agents, Tool Calling, Large Language Modeling, Embeddings, AI Workflows, Model Deployment, User Interface (UI), AI Integrations, UI Components, Database Systems, Model Evaluation, Data Storage Technologies, Databases

    4.6 stars, 788 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (788) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    AI Agents in Java with Generative AI

    Skills you'll gain: Generative AI Agents, Java, Java Programming, Agentic systems, Agentic Workflows, AI Workflows, Generative AI, LLM Application, Tool Calling, OpenAI API, Application Development, Prompt Engineering, Large Language Modeling, Memory Management

    4.2 stars, 25 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.2 (25) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Predictive Analytics with SPSS: Analyze & Apply

    Skills you'll gain: SPSS, Correlation Analysis, SPSS (Software), Logistic Regression, Regression Analysis, Predictive Modeling, Predictive Analytics, Statistics, Descriptive Statistics, Statistical Software, Statistical Methods, Statistical Modeling, Advanced Analytics, Case Studies, Statistical Analysis, Probability & Statistics, Data Import/Export, Data Manipulation, Descriptive Analytics, Analysis

    4.8 stars, 15 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (15) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado System

    C# Programming for Unity Game Development

    Skills you'll gain: Object Oriented Design, Unity Engine, Object Oriented Programming (OOP), Video Game Development, Software Design Patterns, C# (Programming Language), Debugging, Data Structures, Software Design, Game Design, Prototyping, Programming Principles, Data Storage, Graph Theory, Code Reusability, C and C++, Event-Driven Programming, Software Architecture, Application Design, Algorithms

    4.7 stars, 2.8K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (2.8K) · Beginner · Specialization · 3 - 6 Months

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

  • Connect an App to a Cloud SQL for PostgreSQL Instance: Google Cloud
  • Edge AI Fundamentals: Edge Impulse
  • Linear Algebra for Machine Learning & AI: Birla Institute of Technology & Science, Pilani
  • Decision-Making and Scenarios: University of Pennsylvania
  • Azure AI Fundamentals - Complete AI-901 Certification Guide: Packt
  • PCI DSS v4.0.0 Fundamentals & Compliance Guide: Packt
  • Deep Learning for Object Detection: MathWorks
  • Geospatial Visualization, Cloud & Real-Time Pipelines: Coursera
  • RAG for Generative AI Applications: IBM
  • AI Agents in Java with Generative AI: Vanderbilt 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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