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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


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    Coursera

    Implement ISO 20022 NEFT/RTGS Mapping

    Skills you'll gain: Reconciliation, Payment Processing, Payment Processing and Collection, Payment Systems, Data Mapping, Data Validation, Data Migration, Transaction Processing, Data Quality, Business Analysis, Extensible Markup Language (XML), Data Integrity, Financial Data, Commercial Banking, Financial Auditing, Banking, Retail Banking, Banking Services, Finance, Financial Planning

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Excel Essentials

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data Cleansing, Data Visualization, Data Analysis Software, Productivity Software, Data Security, Data Management, Editing, Workflow Management

    4.8
    Rating, 4.8 out of 5 stars
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    23 reviews

    Beginner · Course · 1 - 3 Months

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    Birla Institute of Technology & Science, Pilani

    Software Testing and Automation

    Skills you'll gain: Software Testing, Regression Testing, White-Box Testing, System Testing, Test Automation, Test Planning, Acceptance Testing, Test Engineering, Functional Testing, Test Case, Test Script Development, Test Tools, Software Quality Assurance, Verification And Validation, Unit Testing, Code Coverage, Software Quality (SQA/SQC), Integration Testing, Performance Testing, Security Testing

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    Applied Machine Learning: Techniques and Applications

    Skills you'll gain: Computer Vision, Model Evaluation, Supervised Learning, Image Analysis, Data Preprocessing, Applied Machine Learning, Machine Learning Methods, Feature Engineering, Machine Learning Algorithms, Data Processing, Model Training, Model Optimization, Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Machine Learning Software, Data Integration, Data Transformation, Classification Algorithms, Regression Analysis

    3.7
    Rating, 3.7 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Investment Banking

    Skills you'll gain: Investment Banking, Financial Modeling, Mergers & Acquisitions, Financial Statement Analysis, Financial Statements, Financial Data, Private Equity, Capital Markets, Financial Analysis, Finance, Bidding, Equities, Business Valuation, Transaction Processing, Loans, Financial Market, Financial Forecasting, Corporate Finance, Cash Flows, Dealing With Ambiguity

    Intermediate · Specialization · 1 - 3 Months

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    L&T EduTech

    Design of Flexural Steel Member

    Skills you'll gain: Structural Engineering, Structural Analysis, Construction Engineering, Civil Engineering, Design Specifications, Engineering Analysis, Engineering Design Process, Failure Analysis, Building Codes, Engineering Calculations, Torque (Physics), Mechanics, Technical Standard

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Web API Development with ASP.NET Core 8

    Skills you'll gain: Restful API, GraphQL, API Design, ASP.NET, Application Programming Interface (API), Azure DevOps Pipelines, API Testing, .NET Framework, Unit Testing, Docker (Software), Object-Relational Mapping, CI/CD, Containerization, Software Documentation, Cloud-Native Computing, Data Modeling, DevOps, C# (Programming Language), Web Applications, Object Oriented Programming (OOP)

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Splunk 9.x Enterprise Certified Admin Guide

    Skills you'll gain: Splunk, Identity and Access Management, Data Storage Technologies, User Provisioning, Linux Administration, Information Management, Data Maintenance, Systems Administration, Security Assertion Markup Language (SAML), Operating System Administration, Authentications, Security Information and Event Management (SIEM), Server Administration, Lightweight Directory Access Protocols, Data Architecture, Enterprise Architecture, Security Management, Data Mapping, IT Security Architecture, Data Transformation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Fractal Analytics

    Foundations of Machine Learning

    Skills you'll gain: Model Evaluation, Model Deployment, Applied Machine Learning, Machine Learning, Machine Learning Methods, Supervised Learning, Regression Analysis, Decision Tree Learning, Machine Learning Algorithms, Model Training, Feature Engineering, Data Preprocessing, Unsupervised Learning, Predictive Modeling, Model Optimization, Logistic Regression, Anomaly Detection, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 3 Months

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    University of Michigan

    PostgreSQL for Everybody

    Skills you'll gain: Stored Procedure, NoSQL, Database Design, Database Architecture and Administration, SQL, Database Systems, Relational Databases, Cloud Applications, Database Theory, PostgreSQL, Database Management Systems, Data Store, Databases, Data Modeling, JSON, Database Software, Database Application, Database Management, Query Languages, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
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    1.4K reviews

    Intermediate · Specialization · 3 - 6 Months

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    STARWEAVER

    Ultimate SEO Course

    Skills you'll gain: Search Engine Optimization, Web Analytics and SEO, Keyword Research, Search Engine Marketing, Content Optimization, Google Analytics, Digital Marketing, Web Analytics, Competitive Analysis, Content Strategy, WordPress, Web Content, Content Creation, ChatGPT, Earned Media, AI Workflows, Auditing, Technical Communication, Core Data (Software)

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Teamwork Skills: Communicating Effectively in Groups

    Skills you'll gain: Teamwork, Conflict Management, Diversity and Inclusion, Collaboration, Diversity Awareness, Team Collaboration, Decision Making, Collaborative Software, Interpersonal Communications, Social Skills, Cultural Diversity, Communication Strategies, Innovation, Communication, Culture, Digital Communications

    4.7
    Rating, 4.7 out of 5 stars
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    3.7K reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Implement ISO 20022 NEFT/RTGS Mapping: Coursera
  • Excel Essentials: Packt
  • Software Testing and Automation: Birla Institute of Technology & Science, Pilani
  • Applied Machine Learning: Techniques and Applications: Johns Hopkins University
  • Investment Banking: John Wiley & Sons
  • Design of Flexural Steel Member: L&T EduTech
  • Web API Development with ASP.NET Core 8: Packt
  • Splunk 9.x Enterprise Certified Admin Guide: Packt
  • Foundations of Machine Learning: Fractal Analytics
  • PostgreSQL for Everybody: University of Michigan

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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