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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


  • Status: Free Trial
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    SAS

    Performing Network, Path, and Text Analyses in SAS Visual Analytics

    Skills you'll gain: SAS (Software), Network Analysis, Text Mining, Spatial Analysis, Social Network Analysis, Analysis, Geospatial Mapping, Data Analysis, Data Wrangling, Statistical Programming, Data Transformation, Unstructured Data, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
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    195 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    LearnQuest

    Artificial Intelligence Algorithms Models and Limitations

    Skills you'll gain: Model Training, Model Evaluation, Predictive Modeling, Data Ethics, Algorithms, Machine Learning, Predictive Analytics, Responsible AI, Artificial Intelligence, AI literacy, Machine Learning Algorithms, Data Collection, Ethical Standards And Conduct, Computational Thinking, Economics

    4.7
    Rating, 4.7 out of 5 stars
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    580 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    SkillUp

    Overview: Six Sigma and the Organization

    Skills you'll gain: Six Sigma Methodology, Lean Methodologies, Lean Manufacturing, Lean Six Sigma, Operational Excellence, Process Improvement, Stakeholder Engagement, Stakeholder Management, Quality Improvement, Business Process, Process Development, Process Improvement and Optimization, Quality Management, Organizational Strategy, Continuous Improvement Process, Process Analysis, Root Cause Analysis, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    54 reviews

    Beginner · Course · 1 - 4 Weeks

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    E

    Edureka

    Generative AI's Applications in Marketing Analytics

    Skills you'll gain: Personalized Campaigns, Data-Driven Marketing, Marketing Management, Data Preprocessing, Exploratory Data Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Microsoft

    Microsoft Azure Machine Learning

    Skills you'll gain: Unsupervised Learning, Microsoft Azure, Applied Machine Learning, Machine Learning Software, Model Training, Regression Analysis, Predictive Modeling, Machine Learning, No-Code Development, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Artificial Intelligence, Classification Algorithms, Supervised Learning

    4.4
    Rating, 4.4 out of 5 stars
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    297 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    CertNexus

    Turn Ethical Frameworks into Actionable Steps

    Skills you'll gain: Data Ethics, Law, Regulation, and Compliance, Business Ethics, Strategic Thinking, Ethical Standards And Conduct, Regulatory Requirements, Regulatory Compliance, Analytical Skills, Responsible AI, Regulation and Legal Compliance, Technology Strategies, Compliance Management, Decision Making, Business Analysis, Business Strategy, Conflict Management, Information Privacy, Accountability

    4.7
    Rating, 4.7 out of 5 stars
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    157 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Edge Impulse

    Introduction to Embedded Machine Learning

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Model Training, Data Preprocessing, Embedded Systems, Machine Learning Software, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Deep Learning, Responsible AI, Model Deployment, Convolutional Neural Networks, Predictive Modeling, Feature Engineering, Computer Programming

    4.8
    Rating, 4.8 out of 5 stars
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    763 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Alteryx for Beginners

    Skills you'll gain: Alteryx, Spatial Data Analysis, Spatial Analysis, Data Cleansing, Data Import/Export, Data Manipulation, Geographic Information Systems, Data Wrangling, Data Processing, Data Preprocessing, Data Integration, Data Transformation, Data Presentation, Document Management, Data Analysis Software, Spreadsheet Software, Data Analysis, Microsoft Excel, Text Mining, Data Visualization Software

    4.2
    Rating, 4.2 out of 5 stars
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    30 reviews

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
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    University of Michigan

    Responsible Generative AI

    Skills you'll gain: Responsible AI, Generative AI, Governance, Data Governance, Data Management, Data Ethics, Compliance Management, Consumer Behaviour, AI literacy, Governance Risk Management and Compliance, AI powered creativity, AI Enablement, Social Impact, Business Risk Management, Law, Regulation, and Compliance, Stakeholder Analysis, Decision Intelligence, Risking, Leadership and Management, Risk Management

    4.7
    Rating, 4.7 out of 5 stars
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    374 reviews

    Beginner · Specialization · 1 - 3 Months

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    New York University

    Machine Learning and Reinforcement Learning in Finance

    Skills you'll gain: Supervised Learning, Machine Learning Methods, Model Evaluation, Reinforcement Learning, Applied Machine Learning, Statistical Machine Learning, Statistical Methods, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Artificial Neural Networks, Statistical Modeling, Decision Tree Learning, Predictive Modeling, Financial Trading, Financial Market, Model Training, Machine Learning, Derivatives, Tensorflow

    3.7
    Rating, 3.7 out of 5 stars
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    823 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    V

    Vanderbilt University

    Prompt Engineering for Educators

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, LLM Application, AI literacy, Creative Problem-Solving, AI powered creativity, Generative AI, AI Enablement, AI Personalization, Image Analysis, Artificial Intelligence, Innovation, Brainstorming, Large Language Modeling, Game Design, Organizational Skills, Education Software and Technology, Computer Vision, Student Engagement

    4.8
    Rating, 4.8 out of 5 stars
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    8.8K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    S

    Multiple educators

    Generative AI for Growth Marketing

    Skills you'll gain: Prompt Patterns, Personalized Campaigns, Data-Driven Marketing, MarTech, Strategic Marketing, AI Enablement, AI literacy, Email Automation, Driving engagement, Market Intelligence, Data Ethics, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Augmented and Virtual Reality (AR/VR), Content Creation, Model Evaluation, Machine Learning, Data Synthesis, Image Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    12K reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Performing Network, Path, and Text Analyses in SAS Visual Analytics: SAS
  • Artificial Intelligence Algorithms Models and Limitations: LearnQuest
  • Overview: Six Sigma and the Organization: SkillUp
  • Generative AI's Applications in Marketing Analytics: Edureka
  • Microsoft Azure Machine Learning: Microsoft
  • Turn Ethical Frameworks into Actionable Steps: CertNexus
  • Introduction to Embedded Machine Learning: Edge Impulse
  • Alteryx for Beginners: Packt
  • Responsible Generative AI: University of Michigan
  • Machine Learning and Reinforcement Learning in Finance: New York 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)

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