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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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    Microsoft

    Core generative models and techniques

    Skills you'll gain: Generative AI, Generative Model Architectures, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Model Deployment, Microsoft Azure, PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Model Evaluation, Tensorflow, Data Pipelines, Prototyping, Image Quality, Time Series Analysis and Forecasting, Forecasting

    Intermediate · Course · 1 - 4 Weeks

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    Logical Operations

    Employee Motivation and Performance Management

    Skills you'll gain: Employee Performance Management, Performance Appraisal, People Development, Performance Review, Employee Engagement, Performance Management, Communication, Goal Setting, Goal-Oriented, Performance Metric, Performance Measurement, Performance Analysis, Employee Onboarding, Performance Reporting, Active Listening, Motivational Interviewing, Job Analysis, Personal Development, Interviewing Skills, Job Evaluation

    Mixed · Course · 1 - 3 Months

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    Coursera

    DynaTrace Masterclass – The Complete Guide for Beginners

    Skills you'll gain: System Monitoring, Application Performance Management, DevOps, CI/CD, Cloud Management, Transaction Processing, Continuous Monitoring, Multi-Cloud, Hybrid Cloud Computing, Role-Based Access Control (RBAC), Dependency Analysis, Real Time Data

    Intermediate · Course · 1 - 4 Weeks

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    University at Buffalo

    Energy Production, Distribution & Safety

    Skills you'll gain: Personal protective equipment, Electrical Substation, Electrical Power, Electric Power Systems, Electrical Systems, Environmental Regulations, Energy and Utilities, Basic Electrical Systems, Oil and Gas, Safety Training, Electrical Equipment, Occupational Safety and Health Administration (OSHA), Hazard Analysis, Workforce Development, Billing, Sustainable Development, Safety Standards, Sustainable Technologies, Supply Chain, Regulatory Affairs

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Master Machine Learning with TensorFlow: Basics to Advanced

    Skills you'll gain: Data Preprocessing, Tensorflow, Scikit Learn (Machine Learning Library), Machine Learning, Feature Engineering, Deep Learning, Convolutional Neural Networks, Matplotlib, Jupyter, Python Programming, NumPy, Data Manipulation, Artificial Neural Networks, Seaborn, Development Environment, Pandas (Python Package), Regression Analysis

    Mixed · Course · 1 - 3 Months

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    New York Institute of Finance

    Credit Risk Management: Frameworks and Strategies

    Skills you'll gain: Credit Risk, Risk Mitigation, Risk Management, Portfolio Risk, Derivatives, Risk Analysis, Financial Analysis, Financial Market, Financial Statement Analysis, Portfolio Management, Market Trend, Balance Sheet

    4.7
    Rating, 4.7 out of 5 stars
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    429 reviews

    Beginner · Course · 1 - 3 Months

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    The Hong Kong University of Science and Technology

    Business English: Basics

    Skills you'll gain: Case Studies, Target Audience, Business Communication, Communication Strategies, Communication, Analysis, English Language, Business Writing, Vocabulary, Writing, Grammar

    4.5
    Rating, 4.5 out of 5 stars
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    1.2K reviews

    Mixed · Course · 1 - 3 Months

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    University of Virginia

    Digital Product Management

    Skills you'll gain: Usability Testing, Agile Product Development, New Product Development, Continuous Delivery, Agile Software Development, User Story, Product Management, Agile Methodology, Product Testing, Agile Project Management, Team Performance Management, Team Management, Design Thinking, Team Building, Team Leadership, DevOps, Customer Analysis, Innovation, Analytics, Business Analytics

    4.7
    Rating, 4.7 out of 5 stars
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    Beginner · Specialization · 3 - 6 Months

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    Indian School of Business

    Trading Strategies in Emerging Markets

    Skills you'll gain: Financial Statements, Peer Review, Financial Statement Analysis, Financial Trading, Balance Sheet, Portfolio Management, Income Statement, Data Collection, Market Liquidity, Investment Management, Financial Analysis, Performance Analysis, Project Design, Market Analysis, Financial Market, Accruals, Securities Trading, Market Trend, Market Dynamics, Performance Measurement

    4.2
    Rating, 4.2 out of 5 stars
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    2.7K reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Virginia

    Managerial Accounting Fundamentals

    Skills you'll gain: Management Accounting, Cost Accounting, Operating Cost, Cost Benefit Analysis, Cost Management, Budget Management, Financial Accounting, Financial Data, Financial Analysis, Decision Making, Resource Allocation

    4.8
    Rating, 4.8 out of 5 stars
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    843 reviews

    Beginner · Course · 1 - 4 Weeks

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    LearnQuest

    Insight Selling

    Skills you'll gain: Sales Training, Inside Sales, Closing (Sales), Regional Sales, Sales Enablement, Sales Management, Sales Prospecting, Active Listening, Customer Relationship Management (CRM) Software, Meeting Facilitation, Marketing Automation, Discussion Facilitation, Customer Analysis, Virtual Teams, Stakeholder Analysis, Customer Insights, Negotiation, Needs Assessment, Data Storytelling, Emotional Intelligence

    Beginner · Specialization · 1 - 3 Months

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    Amazon Web Services

    AWS Generative AI Lab Series

    Skills you'll gain: Prompt Engineering, Amazon Bedrock, AWS SageMaker, Generative AI, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Applied Machine Learning, Scikit Learn (Machine Learning Library), Image Analysis, Real Time Data

    Beginner · Course · 1 - 3 Months

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

  • Core generative models and techniques: Microsoft
  • Employee Motivation and Performance Management: Logical Operations
  • DynaTrace Masterclass – The Complete Guide for Beginners: Coursera
  • Energy Production, Distribution & Safety: University at Buffalo
  • Master Machine Learning with TensorFlow: Basics to Advanced: EDUCBA
  • Credit Risk Management: Frameworks and Strategies: New York Institute of Finance
  • Business English: Basics: The Hong Kong University of Science and Technology
  • Digital Product Management: University of Virginia
  • Trading Strategies in Emerging Markets: Indian School of Business
  • Managerial Accounting Fundamentals: University of Virginia

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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