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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.

Popular Exploratory Data Analysis Courses and Certifications


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    Northeastern University

    Data Privacy Fundamentals

    Skills you'll gain: Information Privacy, Personally Identifiable Information, Data Ethics, Law, Regulation, and Compliance, Data Security, Journalism, Regulation and Legal Compliance, Emerging Technologies, Internet Of Things, Algorithms, Artificial Intelligence

    4.8
    Rating, 4.8 out of 5 stars
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    721 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Data Preparation & Applied Machine Learning

    Skills you'll gain: Data Preprocessing, Supervised Learning, Model Optimization, Feature Engineering, Pandas (Python Package), Data Wrangling, Exploratory Data Analysis, Data Quality, Model Training, Applied Machine Learning, Data Processing, Data Manipulation, Statistical Machine Learning, Data Transformation, Classification And Regression Tree (CART), Data Cleansing, Data Pipelines, Machine Learning, Data Modeling, Data Architecture

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Strategic Planning and Competitive Analysis

    Skills you'll gain: Plan Execution, Business Strategy, Business Strategies, Strategic Planning, Culture Transformation, Organizational Strategy, Corporate Strategy, Competitive Analysis, Organizational Change, Growth Strategies, Strategic Leadership, Business Planning, Strategic Thinking, Business Transformation, Business Analysis Tools, Change Management, Organizational Effectiveness, Business Leadership, Strategic Decision-Making, Business Ethics

    Mixed · Course · 1 - 3 Months

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    U

    University of Michigan

    Survey Data Collection and Analytics

    Skills you'll gain: Sampling (Statistics), Sample Size Determination, Surveys, Survey Creation, Data Synthesis, Research Methodologies, Statistical Analysis, Data Analysis Software, Data Collection, Statistical Software, Interviewing Skills, Research Design, STATA (Software), R (Software), Data Integration, Data Validation, Data Ethics, Data Analysis, Statistical Programming, R Programming

    4.4
    Rating, 4.4 out of 5 stars
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    1.5K reviews

    Beginner · Specialization · 3 - 6 Months

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    P

    Packt

    Data Modelling Essentials

    Skills you'll gain: Data Modeling, Power BI, Data Wrangling, Data Manipulation, Database Design, Data Transformation, Dashboard, Data Integration, Star Schema, Relational Databases, Data Cleansing, Data Processing

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Financial Risk Management and Market Analysis

    Skills you'll gain: Derivatives, Enterprise Risk Management (ERM), Risk Management Framework, Financial Market, Risk Management, Futures Exchange, Risk Analysis, Financial Services, Financial Trading, Credit Risk, Operational Risk, Market Liquidity, Financial Analysis, Risk Mitigation, Correlation Analysis, Investment Management, Quantitative Research, Probability & Statistics, Market Dynamics, Probability

    Mixed · Course · 1 - 3 Months

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    John Wiley & Sons

    Financial Planning & Analysis and Performance Management

    Skills you'll gain: Operating Expense, Dashboard, Mergers & Acquisitions, Business Valuation, Operating Cost, Financial Forecasting, Working Capital, Business Planning, Performance Measurement, Financial Analysis, Financial Statements, Financial Management, Financial Statement Analysis, Financial Acumen, Performance Analysis, Performance Metric, Financial Planning, Performance Management, Key Performance Indicators (KPIs), Business Marketing

    Beginner · Specialization · 3 - 6 Months

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    U

    University of California San Diego

    Code Free Data Science

    Skills you'll gain: Predictive Modeling, Data Manipulation, Predictive Analytics, Big Data, Data Mining, Data Analysis, Data Science, Data-Driven Decision-Making, Unsupervised Learning, Analytics, Data Analysis Software, Model Evaluation, No-Code Development, Software Installation

    4.3
    Rating, 4.3 out of 5 stars
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    217 reviews

    Beginner · Course · 1 - 4 Weeks

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    F

    Fundação Instituto de Administração

    Introdução ao Big Data

    Skills you'll gain: Big Data, Internet Of Things, Social Network Analysis, Text Mining, Apache Hadoop, Business Intelligence, Social Media Analytics, Unstructured Data, Analytics, Cloud Computing, Cloud Infrastructure, Data-Driven Marketing, Data Science, Fraud detection, Customer Retention, Marketing Strategies

    4.6
    Rating, 4.6 out of 5 stars
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    323 reviews

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Data Science Decisions in Time: Using Data Effectively

    Skills you'll gain: Reinforcement Learning, Data-Driven Decision-Making, Markov Model, Data Analysis, Time Series Analysis and Forecasting, Bayesian Statistics, Decision Making, Statistical Methods, Anomaly Detection, Probability Distribution, Statistical Analysis, Sampling (Statistics), Model Optimization, Clinical Trials

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    S

    SkillUp

    Business Analysis: Preparation Exam for ECBA Certification

    Skills you'll gain: Business Analysis, Process Analysis, Analysis, Business Requirements, Business Process, Needs Assessment, Requirements Management, Stakeholder Engagement

    4.8
    Rating, 4.8 out of 5 stars
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    35 reviews

    Intermediate · Course · 1 - 4 Weeks

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    I

    IBM

    Malware Analysis and Introduction to Assembly Language

    Skills you'll gain: Malware Protection, Exploitation techniques, Threat Detection, Virtual Machines, Microarchitecture, Debugging, System Programming, Windows PowerShell, Virtual Environment, Programming Principles, Excel Macros, Linux

    4.5
    Rating, 4.5 out of 5 stars
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    89 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Data Privacy Fundamentals: Northeastern University
  • Data Preparation & Applied Machine Learning: Coursera
  • Strategic Planning and Competitive Analysis: EDUCBA
  • Survey Data Collection and Analytics: University of Michigan
  • Data Modelling Essentials: Packt
  • Financial Risk Management and Market Analysis: EDUCBA
  • Financial Planning & Analysis and Performance Management: John Wiley & Sons
  • Code Free Data Science: University of California San Diego
  • Introdução ao Big Data: Fundação Instituto de Administração
  • Data Science Decisions in Time: Using Data Effectively: Johns Hopkins 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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