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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


  • N

    National Taiwan University

    機器學習技法 (Machine Learning Techniques)

    Skills you'll gain: Feature Engineering, Autoencoders, Machine Learning Methods, Model Optimization, Deep Learning, Supervised Learning, Regression Analysis, Statistical Machine Learning, Random Forest Algorithm, Decision Tree Learning, Applied Machine Learning, Artificial Neural Networks, Machine Learning Algorithms, Classification Algorithms, Predictive Modeling, Model Training, Dimensionality Reduction, Machine Learning, Embeddings, Model Evaluation

    4.9 stars, 35 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.9 (35) · Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • Y

    Yale University

    The Global Financial Crisis

    Skills you'll gain: Crisis Management, Financial Policy, Mortgage Loans, Financial Regulation, Financial Systems, Policy Analysis, Research, and Development, Economics, Policy, and Social Studies, Financial Regulations, Public Policies, Crisis Intervention, Financial Services, General Finance, Credit Risk, Lending and Underwriting, Risk Management Framework, Financial Market, Consumer Lending, International Finance, Contingency Planning, Loans

    4.8 stars, 2.3K reviews, Mixed, Course, 3 - 6 Months

    ★ 4.8 (2.3K) · Mixed · Course · 3 - 6 Months

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Fundamentals of Accounting

    Skills you'll gain: Balance Sheet, Financial Statements, Management Accounting, Performance Measurement, Income Statement, Financial Statement Analysis, Cost Accounting, Capacity Management, Operating Cost, Financial Reporting, Asset Management, Organizational Strategy, Performance Analysis, Financial Accounting, Operational Analysis, Financial Analysis, Budgeting, Operating Budget, Cost Control, Fixed Asset

    4.6 stars, 2.1K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (2.1K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Algorithms on Graphs

    Skills you'll gain: Graph Theory, Algorithms, Network Routing, Programming Principles, Data Structures, Network Analysis, Routing Protocols, Network Model, Program Development, Theoretical Computer Science

    4.7 stars, 2.3K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (2.3K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Identifying the Right Role for Yourself

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning, Data Science, Data Analysis, Data Architecture, AI literacy, Business Analysis, Cloud Engineering

    4.5 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (15) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Digital Marketing: Customer Engagement Strategy

    Skills you'll gain: Customer Engagement, Digital Brand Strategy, Marketing Strategies, Driving engagement, Digital Marketing, Marketing Strategy and Techniques, Content Marketing, MarTech, Cross-Channel Marketing, Digital Media Strategy, Social Media Marketing, Loyalty Programs, Consumer Behaviour, Marketing Communications, Digital Advertising, Analytics, Generative AI, Data Analysis, Data Visualization, Data Collection

    4.5 stars, 4.8K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (4.8K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • G

    Google

    Using Python to Interact with the Operating System

    Skills you'll gain: Bash (Scripting Language), Test Automation, Unit Testing, Development Testing, Test Script Development, Scripting, Unix Shell, Software Testing, Shell Script, File I/O, Linux Commands, Test Driven Development (TDD), Unix Commands, Scripting Languages, Development Environment, Operating Systems, Linux, Command-Line Interface, File Management, OS Process Management

    4.7 stars, 6.7K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (6.7K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Zurich

    Sprachtechnologie in den Digital Humanities

    Skills you'll gain: Extensible Markup Language (XML), Extensible Languages and XML, Natural Language Processing, Language Interpretation, Translation, and Studies, Multilingualism, Unstructured Data, Data Quality, Machine Learning Methods

    4.8 stars, 22 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (22) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of California San Diego

    Meaningful Predictive Modeling

    Skills you'll gain: Model Evaluation, Predictive Modeling, Model Training, Predictive Analytics, Verification And Validation, Statistical Modeling, Model Optimization, Applied Machine Learning, Regression Analysis, Supervised Learning, Python Programming, Text Mining, Classification Algorithms, Natural Language Processing

    4.3 stars, 49 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (49) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Access Bioinformatics Databases with Biopython

    Skills you'll gain: Bioinformatics, Scientific Visualization, Data Access, Extensible Languages and XML, Extensible Markup Language (XML), Data Visualization, Database Software, Data Manipulation, File I/O, Python Programming

    4.5 stars, 47 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (47) · Intermediate · Guided Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    مجموعة أدوات عالم البيانات

    Skills you'll gain: Version Control, GitHub, Git (Version Control System), Data Transformation, Data Science, Data Analysis, R (Software), R Programming, Software Installation

    4.7 stars, 107 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (107) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Graduate Admission Prediction with Pyspark ML

    Skills you'll gain: Data Cleansing, PySpark, Data Manipulation, Data Preprocessing, Data Processing, Apache Spark, Data Analysis, Applied Machine Learning, Predictive Modeling, Big Data, Machine Learning, Regression Analysis, Model Training

    4.7 stars, 34 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (34) · Intermediate · Guided Project · Less Than 2 Hours

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

  • 機器學習技法 (Machine Learning Techniques): National Taiwan University
  • The Global Financial Crisis: Yale University
  • Fundamentals of Accounting: University of Illinois Urbana-Champaign
  • Algorithms on Graphs: University of California San Diego
  • Identifying the Right Role for Yourself: University of California, Irvine
  • Digital Marketing: Customer Engagement Strategy: University of Illinois Urbana-Champaign
  • Using Python to Interact with the Operating System: Google
  • Sprachtechnologie in den Digital Humanities: University of Zurich
  • Meaningful Predictive Modeling: University of California San Diego
  • Access Bioinformatics Databases with Biopython: 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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