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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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    EDUCBA

    Linear Regression with R: Build & Optimize

    Skills you'll gain: Model Evaluation, Regression Analysis, Applied Machine Learning, Data Visualization, Statistical Modeling, Feature Engineering, Predictive Modeling, Data Analysis, R Programming, Predictive Analytics, Exploratory Data Analysis, Supervised Learning, Statistical Analysis, Correlation Analysis, Probability & Statistics, Data Manipulation, Linear Algebra, Statistical Hypothesis Testing

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Tecnológico de Monterrey

    Administración de Proyectos Project

    Skills you'll gain: Project Schedules, Project Risk Management, Work Breakdown Structure, Stakeholder Analysis, Project Management, Communication Planning, Project Scoping, Project Documentation, Budget Management, Project Planning, Human Resources Management and Planning, Peer Review

    4.7
    Rating, 4.7 out of 5 stars
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    337 reviews

    Mixed · Course · 1 - 3 Months

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    Emory University

    Marketing Channel Strategy & B2B2C Routes to Market

    Skills you'll gain: Marketing Channel, Strategic Marketing, Business Marketing, Direct Selling, Customer experience strategy (CX), Go To Market Strategy, Target Market, Customer Analysis, Market Research, Marketing Strategies, Value Propositions, Market Opportunities, Case Studies, Customer Demand Planning, E-Commerce, Compensation Management, Strategic Partnership, Consumer Behaviour, B2B Sales, Business Relationship Management

    4.5
    Rating, 4.5 out of 5 stars
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    68 reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Regression & Logistic Models in Excel & Minitab

    Skills you'll gain: Data-Driven Decision-Making, Regression Analysis, Logistic Regression, Scatter Plots, Data Analysis, Predictive Analytics, Analytics, Business Analytics, Predictive Modeling, Minitab, Advanced Analytics, Statistical Modeling, Statistical Analysis, Statistical Hypothesis Testing, Correlation Analysis, Microsoft Excel, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

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    University of California, Davis

    Identifying Security Vulnerabilities

    Skills you'll gain: Threat Modeling, Secure Coding, Cryptography, Open Web Application Security Project (OWASP), Encryption, Application Security, Vulnerability Assessments, Data Security, Exploitation techniques, Security Controls, Authentications, Vulnerability Management, Personally Identifiable Information

    4.7
    Rating, 4.7 out of 5 stars
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    178 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    Exam Prep AI-102: Microsoft Azure AI Engineer Associate

    Skills you'll gain: Responsible AI, Microsoft Azure, Natural Language Processing, Image Analysis, Generative AI, Artificial Intelligence, Cloud Solutions, AI Enablement, AI Security, Computer Vision, OpenAI, Text Mining, Model Deployment, Python Programming, Model Evaluation

    3.4
    Rating, 3.4 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 3 Months

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    Tecnológico de Monterrey

    Planificación y estrategia de marketing digital

    Skills you'll gain: Search Engine Marketing, Customer Engagement, Brand Management, Digital Media Strategy, Search Engine Optimization, Target Market, Digital Marketing, Web Analytics and SEO, Marketing Communications, Digital Advertising, Social Media Strategy, Digital Transformation, Customer Retention, Content Strategy, Marketing Analytics, Marketing Strategies, Social Media Marketing, Lead Generation, Customer Acquisition Management, Email Marketing

    4.8
    Rating, 4.8 out of 5 stars
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    248 reviews

    Intermediate · Specialization · 1 - 3 Months

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    University of Michigan

    GenAI in Business: Discover the Possibilities

    Skills you'll gain: Generative AI, AI Enablement, Strategic Thinking, Business Transformation, Prompt Engineering, Automation, Case Studies, Technology Strategies, Innovation, Digital Transformation, Large Language Modeling, Business Process Management, Customer Service

    4.7
    Rating, 4.7 out of 5 stars
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    73 reviews

    Beginner · Course · 1 - 4 Weeks

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    Alfaisal University | KLD

    إدارة المشتريات والعقود

    Skills you'll gain: Contract Management, Procurement, Purchasing, Vendor Management, Supplier Management, Supply Chain, Supplier Relationship Management, Cost Reduction, Decision Making, Quality Assurance

    4.6
    Rating, 4.6 out of 5 stars
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    103 reviews

    Beginner · Course · 1 - 4 Weeks

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    Scrimba

    Learn Python: 1

    Skills you'll gain: Data Structures, Programming Principles, Python Programming, User Interface (UI), Scripting, Scripting Languages, Computer Programming, Web Development Tools, Software Engineering, Web Development

    4.7
    Rating, 4.7 out of 5 stars
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    36 reviews

    Beginner · Course · 1 - 4 Weeks

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    Saïd Business School, University of Oxford

    Leadership Problem-Solving with AI: Think Like a Leader

    Skills you'll gain: Prioritization, Root Cause Analysis, Critical Thinking and Problem Solving, Complex Problem Solving, Strategic Thinking, Responsible AI, Strategic Leadership, Systems Thinking, Brainstorming, Strategic Decision-Making, Leadership, Initiative and Leadership, Critical Thinking, AI Enablement, Leadership Development, Analysis, Business Solutions, Decision Making, Business Ethics, Artificial Intelligence

    4.8
    Rating, 4.8 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Français

    Skills you'll gain: Tensorflow, Model Deployment, Keras (Neural Network Library), Data Pipelines, Google Cloud Platform, Cloud Deployment, Data Preprocessing, MLOps (Machine Learning Operations), Artificial Neural Networks, Deep Learning, Machine Learning Methods, Data Transformation

    3.4
    Rating, 3.4 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Linear Regression with R: Build & Optimize: EDUCBA
  • Administración de Proyectos Project: Tecnológico de Monterrey
  • Marketing Channel Strategy & B2B2C Routes to Market: Emory University
  • Regression & Logistic Models in Excel & Minitab: EDUCBA
  • Identifying Security Vulnerabilities: University of California, Davis
  • Exam Prep AI-102: Microsoft Azure AI Engineer Associate: Whizlabs
  • Planificación y estrategia de marketing digital: Tecnológico de Monterrey
  • GenAI in Business: Discover the Possibilities: University of Michigan
  • إدارة المشتريات والعقود: Alfaisal University | KLD
  • Learn Python: 1: Scrimba

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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