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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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    National Taiwan University

    商管研究中的賽局分析(二):資訊經濟學 (Game Theoretic Analysis for Business Research (2))

    Skills you'll gain: Supply Chain Management, Game Theory, Economics, Business Research, Competitive Analysis, Research, Business Modeling, Strategic Decision-Making, Analysis, Business Risk Management, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
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    22 reviews

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Develop a Location-Based iOS Game with Maps and Core Data

    Skills you'll gain: Core Data (Software), Apple iOS, iOS Development, Mobile Development, Apple Xcode, Data Modeling, Secure Coding, Data Persistence, Game Design, Swift Programming, Video Game Development, Data Management, UI Components, User Interface (UI)

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to Data Engineering on Google Cloud - 日本語版

    Skills you'll gain: Data Sharing, Extract, Transform, Load, Cloud Storage, Google Cloud Platform, Data Migration, Data Pipelines, Data Import/Export, Big Data, Data Infrastructure, Data Warehousing, Data Storage, Data Processing, Data Management, Metadata Management, Automation

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Introduction to Data Engineering on Google Cloud - 繁體中文

    Skills you'll gain: Data Migration, Google Cloud Platform, Cloud Storage, Extract, Transform, Load, Data Pipelines, Data Import/Export, Data Processing, Data Capture, Apache Airflow, Data Integration, Data Storage, SQL, IT Automation, Data Management

    Beginner · Course · 1 - 3 Months

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    G

    Google

    Google AI

    Skills you'll gain: Vibe coding, Responsible AI, AI powered creativity, Prompt Patterns, Brainstorming, Planning, AI literacy, Visual Storytelling, Prompt Engineering Tools, Generative AI, Data Wrangling, Data Analysis, Content Creation, Presentations, Business Communication, Artificial Intelligence, Data Visualization, Research, Project Management, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
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    8.2K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    National Taiwan University

    商管研究中的賽局分析(一):通路選擇、合約制定與共享經濟 (Game Theoretic Analysis for Business Research (1))

    Skills you'll gain: Inventory Management System, Strategic Decision-Making, Business Research, Business Strategy, Game Theory, Competitive Analysis, Strategic Thinking, Decision Making, Revenue Management, Business Modeling, Supply Chain, Business Management, Market Dynamics, Strategic Partnership, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
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    46 reviews

    Beginner · Course · 1 - 3 Months

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    C

    Coursera

    Getting Started with Microsoft Excel

    Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Microsoft Office, Microsoft 365

    4.6
    Rating, 4.6 out of 5 stars
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    14K reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    I

    IBM

    IBM Generative AI Engineering

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Unit Testing, Large Language Modeling, LangChain, Retrieval-Augmented Generation, Data Wrangling, Responsible AI, Exploratory Data Analysis, Unsupervised Learning, Model Evaluation, Generative Model Architectures, PyTorch (Machine Learning Library), ChatGPT, Generative AI, LLM Application, Keras (Neural Network Library), Vector Databases, Fine-tuning, Data Import/Export

    4.7
    Rating, 4.7 out of 5 stars
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    100K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Y

    Yale University

    Financial Markets

    Skills you'll gain: Financial Regulations, Investment Banking, Financial Market, Financial Systems, Risk Management, Financial Regulation, Securities (Finance), Portfolio Risk, Financial Management, Financial Services, Financial Industry Regulatory Authorities, Capital Markets, Finance, Equities, Banking, Portfolio Management, Investments, Bank Regulations, Behavioral Economics, Governance

    4.8
    Rating, 4.8 out of 5 stars
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    32K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
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    Coursera

    Create a Financial Statement using Microsoft Excel

    Skills you'll gain: Financial Statements, Microsoft Excel, Excel Formulas, Balance Sheet, Ledgers (Accounting), Financial Statement Analysis, Financial Data, Income Statement, Bookkeeping, Financial Reporting, Data Entry, Financial Accounting, Profit and Loss (P&L) Management, Spreadsheet Software, Month End Closing

    4.5
    Rating, 4.5 out of 5 stars
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    876 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Free Trial
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    DeepLearning.AI

    Deep Learning

    Skills you'll gain: Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Computer Vision, Transfer Learning, Deep Learning, Image Analysis, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Hugging Face, Natural Language Processing, Artificial Neural Networks, Tensorflow, Applied Machine Learning, Model Training, Fine-tuning, Generative AI, Embeddings, Supervised Learning, Large Language Modeling, Artificial Intelligence

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    147K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    AI Foundations for Everyone

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI, ChatGPT, Generative AI, Machine Learning Methods, Generative AI Agents, IBM Cloud, Generative Model Architectures, Prompt Engineering Tools, Risking, AI Workflows, Application Deployment, AI literacy, Machine Learning Software, Business Workflow Analysis, Workflow Management, Machine Learning, Deep Learning, Data Science

    4.7
    Rating, 4.7 out of 5 stars
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    36K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • 商管研究中的賽局分析(二):資訊經濟學 (Game Theoretic Analysis for Business Research (2)): National Taiwan University
  • Develop a Location-Based iOS Game with Maps and Core Data: EDUCBA
  • Introduction to Data Engineering on Google Cloud - 日本語版: Google Cloud
  • Introduction to Data Engineering on Google Cloud - 繁體中文: Google Cloud
  • Google AI: Google
  • 商管研究中的賽局分析(一):通路選擇、合約制定與共享經濟 (Game Theoretic Analysis for Business Research (1)): National Taiwan University
  • Getting Started with Microsoft Excel: Coursera
  • IBM Generative AI Engineering: IBM
  • Financial Markets: Yale University
  • Create a Financial Statement using Microsoft Excel: Coursera

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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