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    • Exploratory Data Analysis

    Exploratory Data Analysis Courses Online

    Learn exploratory data analysis (EDA) for uncovering patterns and insights. Understand data visualization, summary statistics, and hypothesis testing.

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    Explore the Exploratory Data Analysis Course Catalog

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Architecting with Google Kubernetes Engine

      Skills you'll gain: Kubernetes, Identity and Access Management, Cloud-Native Computing, Google Cloud Platform, CI/CD, Containerization, Application Deployment, Cloud Management, Scalability, Cloud Computing, Cloud Infrastructure, Load Balancing, Continuous Integration, DevOps, Continuous Delivery, YAML, Data Storage, Cloud Security, Cloud Services, Application Performance Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      5.1K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      R

      Rutgers the State University of New Jersey

      Global Procurement and Sourcing

      Skills you'll gain: Strategic Sourcing, Supplier Management, Procurement, Supplier Relationship Management, Supplier Performance Management, Negotiation, Vendor Management, Contract Negotiation, Request For Quotation (RFQ), Stakeholder Management, Contract Management, Purchasing, Market Analysis, Supply Management, Request for Proposal, Competitive Analysis, Risk Management, Supply Chain Management, Strategic Partnership, Business Ethics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2.4K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Linear Regression and Modeling

      Skills you'll gain: Regression Analysis, Data Analysis Software, Statistical Analysis, R Programming, Statistical Modeling, Statistical Inference, Correlation Analysis, Statistical Methods, Mathematical Modeling, Exploratory Data Analysis, Predictive Modeling

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.8K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      S

      Starweaver

      Master Data Storytelling for B2B & B2C Sales

      Skills you'll gain: Data Storytelling, Storytelling, Sales Presentation, Customer Relationship Management (CRM) Software, Sales Strategy, Sales, Customer Relationship Management, B2B Sales, Customer Insights, Data Visualization Software, Dashboard, Business Intelligence, HubSpot CRM, Persuasive Communication, Business Analytics, Salesforce

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      Simplilearn

      Lean Six Sigma Green Belt Training

      Skills you'll gain: Lean Six Sigma, Process Mapping, Statistical Process Controls, Six Sigma Methodology, Lean Manufacturing, Kaizen Methodology, Statistical Analysis, Process Improvement, Process Capability, Quality Management, Project Management, Root Cause Analysis, Customer Analysis, Regression Analysis

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      Cisco CyberOps Associate (200-201)

      Skills you'll gain: Cyber Operations, Intrusion Detection and Prevention, Cybersecurity, Cyber Security Assessment, Security Controls, Threat Modeling, Incident Response, Risk Management Framework, Continuous Monitoring, Network Security, Threat Detection, Event Monitoring, Network Analysis, Firewall, Data Integrity

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      M

      Macquarie University

      Digital Forensics

      Skills you'll gain: Mobile Security, Threat Detection, Cybersecurity, File Systems, Data Security, Data Integrity, Data Analysis Software, Data Validation, Data Ethics, Data Storage Technologies, Microsoft Windows, Verification And Validation, Internet Of Things, Encryption, Network Monitoring, Real Time Data

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Drug Development and Regulation: From Bench to Bedside

      Skills you'll gain: Clinical Trials, Pharmacology, Pharmaceuticals, Clinical Research, Epidemiology, Health Care Procedure and Regulation, Statistical Analysis, Regulatory Compliance, Patient Safety, Real Time Data, Data Analysis Software

      Mixed · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      OOP concepts, Collections and Data Structures

      Skills you'll gain: Java, Object Oriented Programming (OOP), Computer Programming, Data Structures, Programming Principles, Debugging

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      M

      Macquarie University

      Mobile Security

      Skills you'll gain: Mobile Security, Android (Operating System), Malware Protection, Apple iOS, Application Security, File Systems, Incident Response, Authentications, Data Integrity, Vulnerability Assessments, Data Analysis Software, Encryption

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      B

      Board Infinity

      Generative AI in Finance

      Skills you'll gain: Prompt Engineering, Generative AI, Data Ethics, Financial Data, Anomaly Detection, Large Language Modeling, Regulatory Compliance, Artificial Intelligence, Investment Management, Financial Modeling, Machine Learning, FinTech, Investments, Financial Services, Financial Forecasting, Portfolio Management, Credit Risk, Artificial Intelligence and Machine Learning (AI/ML), Compliance Management, Automation

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      G

      Google Cloud

      데이터 분석가를 위한 BigQuery

      Skills you'll gain: Looker (Software), SQL, Business Intelligence, Data Cleansing, Big Data, Data Manipulation, Data Pipelines, Data Analysis, Data Visualization Software, Data Transformation, Google Sheets, Extract, Transform, Load, Data Processing, Data Integration, Data Storage Technologies, Data Import/Export

      Intermediate · Course · 1 - 3 Months

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

    • Architecting with Google Kubernetes Engine: Google Cloud
    • Global Procurement and Sourcing: Rutgers the State University of New Jersey
    • Linear Regression and Modeling : Duke University
    • Master Data Storytelling for B2B & B2C Sales : Starweaver
    • Lean Six Sigma Green Belt Training: Simplilearn
    • Cisco CyberOps Associate (200-201): Packt
    • Digital Forensics: Macquarie University
    • Drug Development and Regulation: From Bench to Bedside: Johns Hopkins University
    • OOP concepts, Collections and Data Structures: Packt
    • Mobile Security: Macquarie 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)

    Frequently Asked Questions about Exploratory Data Analysis

    Exploratory data analysis (EDA) is an approach to data analysis used to investigate sets of data, summarize their characteristics, and figure out how to best work with data to get answers while providing a visual to help businesses, scientists, researchers, and analysts learn more from that data. Exploratory data analysis makes it easier to find patterns and anomalies in data, and it can be used to determine what the data reveals beyond modeling. It's useful as a step in creating sophisticated data models and analysis. EDA tools include clustering/dimension reduction techniques to create graphs, K-means clustering, and predictive modeling, including linear regression. There are four main types of exploratory data analysis, including univariate non-graphical, univariate graphical, multivariate nongraphical, and multivariate graphical. All of these types describe the data, but graphical exploratory data analysis provides a more complete picture created by the data.‎

    If you're passionate about working with numbers and transforming them to tell a story that influences others, learning about exploratory data analysis can help you forge a career based on that passion. It's a solid start to jobs in data science, but you'll also gain a variety of related skills, including coding using Python and R, data cleansing, and predictive modeling. Beyond starting a new career or advancing your existing one, there are benefits for anyone who chooses to learn about exploratory data analysis, including solid problem-solving skills, the ability to find connections between data and real-world problems, and gaining useful tools to guide major decisions ranging from getting the most out of marketing campaigns to maximizing project executions to hiring key players for organizations.‎

    If you're looking for a career in transforming large volumes of data into actionable advice and solutions, a career in exploratory data analytics could be your ideal path, particularly if you're passionate about using data to evaluate whether the statistical methods you intend to use for analyzing that data are the most effective options. This fast-growing field is in-demand, with skilled, knowledgeable exploratory data analysts among the most highly sought professionals across multiple industries. Exploratory data analysis is somewhat like solving puzzles, piecing data-driven insights together to help employers and clients make well-informed business decisions based on sound data that's been evaluated for assumptions, errors, and trends. You might work on Wall Street for a hedge fund or investment bank. You could work in healthcare, insurance, retail, or marketing, among other industries.‎

    Online courses on Coursera give you the opportunity to do everything from gaining experience in fundamentals to earning professional certification. If you're new to the field, beginner courses like Exploratory Data Analysis with MATLAB can help you build a foundation in data analysis and data visualization. If you're looking to advance your skills, you might explore your options to gain professional certification through IBM's IBM Data Analyst offering. Or you could opt for a specialization, like the Data Science option from Johns Hopkins, which combines courses and applied learning to help you build firsthand knowledge and skills that you'll be able to apply in business settings.‎

    Online Exploratory Data Analysis courses offer a convenient and flexible way to enhance your knowledge or learn new Exploratory Data Analysis skills. Choose from a wide range of Exploratory Data Analysis courses offered by top universities and industry leaders tailored to various skill levels.‎

    When looking to enhance your workforce's skills in Exploratory Data Analysis, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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