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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: New
      New
      Status: Free Trial
      Free Trial
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      Whizlabs

      AWS: Databases and Migration

      Skills you'll gain: Amazon DynamoDB, Amazon Redshift, Database Management, Operational Databases, Transaction Processing, Data Migration, NoSQL, Redis, Relational Databases, Data Warehousing, Scalability

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
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      Whizlabs

      Design Security and Monitor Strategies in Azure

      Skills you'll gain: Authorization (Computing), Authentications, Azure DevOps, DevSecOps, Security Controls, Performance Tuning, Identity and Access Management, Microsoft Azure, System Monitoring, DevOps, Continuous Monitoring, Role-Based Access Control (RBAC), Personally Identifiable Information, Application Performance Management, Vulnerability Scanning, Azure Active Directory

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
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      Packt

      Mastering Java - From Beginner to Intermediate

      Skills you'll gain: IntelliJ IDEA, Java, Object Oriented Programming (OOP), Integrated Development Environments, Software Development Life Cycle, Program Development, Java Programming, Computer Programming, Development Environment, Data Structures, Debugging, Software Development, Programming Principles, Linux, Command-Line Interface

      Intermediate · Specialization · 1 - 3 Months

    • Status: New
      New
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      Packt

      Salesforce Certified AI Specialist Certification

      Skills you'll gain: Prompt Engineering, Salesforce, Data Ethics, Workflow Management, Customer Relationship Management, Generative AI, Artificial Intelligence, Business Process Automation, Predictive Modeling, Data Security, Data Modeling, Automation

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free
      Free
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      Clemson University

      Database Management Systems

      Skills you'll gain: MySQL, Database Management Systems, Relational Databases, Database Design, Databases, SQL, Performance Tuning, Database Architecture and Administration, Data Modeling, Transaction Processing, NoSQL, Query Languages, Distributed Computing, Data Manipulation

      Intermediate · Course · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      IBM

      IBM Digital Marketing and Growth Hacking

      Skills you'll gain: Search Engine Marketing, Keyword Research, Google Ads, Digital Advertising, Web Analytics and SEO, Online Advertising, Digital Marketing, Target Audience, Digital Media Strategy, Advertising Campaigns, Pay Per Click Advertising, Search Engine Optimization, Email Marketing, Content Marketing, Paid media, Advertising, Marketing Analytics, Web Analytics, Generative AI, Marketing Automation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      10 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: New
      New
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      Coursera Instructor Network

      AI-Augmented Decision-Making for Business Leaders

      Skills you'll gain: Forecasting, Business Leadership, Data Ethics, Strategic Decision-Making, Business Strategy, Leadership, Data-Driven Decision-Making, Artificial Intelligence, Data Storytelling, Business Risk Management, Business Ethics, Decision Making, Organizational Leadership, Technical Communication, Technology Strategies, Culture Transformation, Risk Management

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
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      SkillUp EdTech

      Generative AI: A Game Changer for Program Managers

      Skills you'll gain: Program Management, Generative AI Agents, Risk Management, Project Management Institute (PMI) Methodology, Strategic Decision-Making, Business Risk Management, Project Management Life Cycle, Stakeholder Management, Project Management, Organizational Strategy, Business Ethics, Stakeholder Communications, Data-Driven Decision-Making, Requirements Analysis, Governance, Benefits Administration

      5
      Rating, 5 out of 5 stars
      ·
      8 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
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      Packt

      Advanced Terraform - Variables, Modules, & State Management

      Skills you'll gain: AWS Identity and Access Management (IAM), Terraform, Amazon Web Services, Infrastructure as Code (IaC), Data Validation, Amazon Elastic Compute Cloud, Configuration Management, Testability, GitHub, Maintainability, Data Security

      Beginner · Course · 1 - 3 Months

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

      Packt

      Security Architecture & Operations

      Skills you'll gain: Vulnerability Management, Identity and Access Management, IT Security Architecture, Incident Response, Security Controls, Endpoint Security, Cloud Security, Network Security, Cloud Computing, Cybersecurity, Network Architecture, Data Security, Infrastructure Security, Mobile Security, Threat Detection, Firewall, Encryption, Virtual Private Networks (VPN)

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      C

      Coursera

      Facebook Insights: Crack the Algorithm

      Skills you'll gain: Content Performance Analysis, Facebook, Social Media Content, Analysis, Social Media, Drive Engagement, Social Media Strategy, Content Creation

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      C

      Coursera Instructor Network

      Cybersecurity Strategies for AI-Driven Organizations

      Skills you'll gain: Threat Modeling, MITRE ATT&CK Framework, Cyber Security Strategy, Data Ethics, Cybersecurity, Penetration Testing, Threat Detection, Vulnerability Assessments, Artificial Intelligence, Data Security, Incident Response, Tensorflow, Risk Management Framework, Data Integrity

      Intermediate · Course · 1 - 4 Weeks

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

    • AWS: Databases and Migration: Whizlabs
    • Design Security and Monitor Strategies in Azure: Whizlabs
    • Mastering Java - From Beginner to Intermediate: Packt
    • Salesforce Certified AI Specialist Certification: Packt
    • Database Management Systems: Clemson University
    • IBM Digital Marketing and Growth Hacking: IBM
    • AI-Augmented Decision-Making for Business Leaders: Coursera Instructor Network
    • Generative AI: A Game Changer for Program Managers: SkillUp EdTech
    • Advanced Terraform - Variables, Modules, & State Management: Packt
    • Security Architecture & Operations: Packt

    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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