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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.


More to explore:

Popular Exploratory Data Analysis Courses and Certifications


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    EDUCBA

    Machine Learning with Python: Diabetes Prediction

    Skills you'll gain: Jupyter, Data Transformation, Logistic Regression, Machine Learning Methods, Health Informatics, Applied Machine Learning, Data Preprocessing, Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Predictive Analytics, Analytics, Classification Algorithms, Pandas (Python Package), Software Installation

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Introduction to Python Programming and Essentials

    Skills you'll gain: Programming Principles, Scripting, Scripting Languages, Data Structures, Development Environment, Microsoft Visual Studio, Integrated Development Environments, Computer Programming, Software Installation, Algorithms, Debugging

    Beginner · Course · 1 - 3 Months

  • U

    Universitat Autònoma de Barcelona

    Competencias digitales de ofimática: Microsoft Excel

    Skills you'll gain: Microsoft Excel, Microsoft Office, Excel Formulas, Spreadsheet Software, Productivity Software, Data Visualization, Computer Literacy, digital literacy, Data Entry

    4.8
    Rating, 4.8 out of 5 stars
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    1.6K reviews

    Beginner · Course · 1 - 4 Weeks

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    Real Madrid Graduate School Universidad Europea

    Energía para campeones: Nutrición deportiva para el fútbol

    Skills you'll gain: Nutrition and Diet, Sports Medicine, Clinical Nutrition, Rehabilitation, Nutritional Assessment, Exercise Science, Meal Planning And Preparation, Athletic Training, Performance Analysis, Performance Reporting, Load Balancing

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Building Multi-Agent Systems using LangGraph and Autogen

    Skills you'll gain: AI Workflows, AI Orchestration, Agentic Workflows, Model Deployment, AI Security, Decision Making

    Intermediate · Course · 1 - 4 Weeks

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    AI CERTs

    AI Essentials

    Skills you'll gain: Agentic systems, Generative AI Agents, AI Workflows, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Business Ethics, Social Impact, Problem Solving, Analysis, Business Planning

    Beginner · Course · 1 - 3 Months

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    IBM

    IBM Project Manager

    Skills you'll gain: Stakeholder Engagement, Agile Software Development, Project Management Life Cycle, Resource Management, Risk Management, Peer Review, Earned Value Management, Stakeholder Management, Agile Methodology, Project Risk Management, Kanban Principles, Project Schedules, Project Management Institute (PMI) Methodology, Project Management, Negotiation, IT Management, Interviewing Skills, Professional Networking, Leadership, Communication

    4.8
    Rating, 4.8 out of 5 stars
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    5.5K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Coursera

    Analyze and Mitigate Project Resource Overloads

    Skills you'll gain: Capacity Planning, Capacity Management, Data-Driven Decision-Making, Resource Planning, Resource Allocation, Project Coordination, Project Management, Resource Management, Performance Measurement, Business Communication, Risk Mitigation, Data Visualization, Spreadsheet Software, Stakeholder Communications

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Harnessing LLMs & Text-Embeddings API with Google Vertex AI

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Google Cloud Platform, Embeddings, Prompt Engineering, Vector Databases, Unsupervised Learning, Natural Language Processing, Classification Algorithms, Pandas (Python Package), Scalability

    Intermediate · Course · 1 - 3 Months

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    IBM

    JavaScript Programming with React, Node & MongoDB

    Skills you'll gain: Node.JS, Restful API, React Redux, Database Design, React.js, Ajax, Database Application, Server Side, Databases, Full-Stack Web Development, Back-End Web Development, NoSQL, Javascript, JavaScript Frameworks, Performance Tuning, Front-End Web Development, API Design, Data Structures, MongoDB, Debugging

    4.4
    Rating, 4.4 out of 5 stars
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    1.4K reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Developing Industrial Internet of Things

    Skills you'll gain: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, Internet Of Things, Product Development, Data Preprocessing, Analytics, Embedded Software, Embedded Systems, File Systems, New Product Development, Data Analysis, Debugging, Model Based Systems Engineering, Wireless Networks, General Networking, Computer Engineering, Cybersecurity, IBM Cloud, Failure Analysis

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    852 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Michigan State University

    Photography Basics and Beyond: From Smartphone to DSLR

    Skills you'll gain: Design Elements And Principles, Photography, Photo Editing, Peer Review, Creative Design, Graphic and Visual Design, Photo/Video Production and Technology, Image Quality, File Management, Creativity, Storytelling, Digital Publishing, Social Media, Content Creation, Copywriting, Information Privacy, Writing, Web Design and Development

    4.7
    Rating, 4.7 out of 5 stars
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    6.7K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Machine Learning with Python: Diabetes Prediction: EDUCBA
  • Introduction to Python Programming and Essentials: Packt
  • Competencias digitales de ofimática: Microsoft Excel: Universitat Autònoma de Barcelona
  • Energía para campeones: Nutrición deportiva para el fútbol : Real Madrid Graduate School Universidad Europea
  • Building Multi-Agent Systems using LangGraph and Autogen: Edureka
  • AI Essentials: AI CERTs
  • IBM Project Manager: IBM
  • Analyze and Mitigate Project Resource Overloads: Coursera
  • Harnessing LLMs & Text-Embeddings API with Google Vertex AI: Packt
  • JavaScript Programming with React, Node & MongoDB: IBM

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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