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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


  • T

    The Hong Kong University of Science and Technology

    Discrete Math for Computer Science - Counting & Probability

    Skills you'll gain: Bayesian Statistics, Mathematical Theory & Analysis, Arithmetic, Advanced Mathematics, Deductive Reasoning

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Financial Analyst: AI, Excel, and Power BI Skills

    Skills you'll gain: Financial Modeling, Financial Statement Analysis, Risk Modeling, Capital Budgeting, Risk Management, Financial Auditing, Data Cleansing, Portfolio Risk, Power BI, Financial Analysis, Data Storytelling, Descriptive Statistics, Risk Analysis, Financial Data, Financial Forecasting, Budgeting, Credit Risk, Predictive Modeling, Microsoft Excel, Data Visualization

    Intermediate · Professional Certificate · 3 - 6 Months

  • G

    Google

    Connect and Protect: Networks and Network Security

    Skills you'll gain: Network Security, Hardening, Network Protocols, Cloud Security, Network Architecture, Intrusion Detection and Prevention, TCP/IP, Vulnerability Assessments, Computer Networking, Cybersecurity, Network Infrastructure, Firewall, Cloud Computing, Virtual Private Networks (VPN), Encryption

    4.8
    Rating, 4.8 out of 5 stars
    ·
    7.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Optimize Growth: Map and Evaluate ROI

    Skills you'll gain: Return On Investment, Revenue Forecasting, Variance Analysis, Growth Strategies, Marketing Effectiveness, Performance Analysis, Business Development, Performance Measurement, Business Planning, Gap Analysis, Business Strategy, Market Opportunities, Key Performance Indicators (KPIs), Data-Driven Decision-Making, Product Development

    Beginner · Course · 1 - 4 Weeks

  • Status: Job Skills
    Job Skills
    M

    Microsoft

    Microsoft Cybersecurity Analyst

    Skills you'll gain: Threat Modeling, MITRE ATT&CK Framework, Penetration Testing, Azure Active Directory, Network Security, Computer Systems, Security Information and Event Management (SIEM), Security Testing, Encryption, Cybersecurity, System Testing, Cloud Security, Threat Management, Vulnerability Scanning, Cloud Computing, Authentications, Active Directory, Operating Systems, Data Management, Computer Security Incident Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • G

    Google

    Accelerate Your Job Search with AI

    Skills you'll gain: Interviewing Skills, Applicant Tracking Systems, AI Enablement, Professional Development, Google Gemini, Generative AI, Personal Attributes, Problem Solving, Communication

    4.8
    Rating, 4.8 out of 5 stars
    ·
    4.3K reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    People Analytics

    Skills you'll gain: People Analytics, Human Capital, Human Resource Strategy, Human Resources, Talent Management, Organizational Effectiveness, Workforce Management, Analytics, Performance Measurement, Employee Performance Management, Data-Driven Decision-Making, Performance Analysis, Network Analysis, Employee Retention, Performance Management, Collaboration, Data Analysis, Predictive Analytics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    6.2K reviews

    Mixed · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Factorial and Fractional Factorial Designs

    Skills you'll gain: Experimentation, Statistical Analysis, Statistical Methods, Variance Analysis, Data Analysis, Sample Size Determination, Statistical Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    81 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Detecting COVID-19 with Chest X-Ray using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Transfer Learning, Image Analysis, Deep Learning, Model Evaluation, Medical Imaging, Machine Learning, Computer Vision, Data Preprocessing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    340 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    Microsoft Python Development

    Skills you'll gain: Web Scraping, Data Structures, Git (Version Control System), Generative AI, Version Control, Matplotlib, Devops Tools, Plotly, DevOps, Agile Methodology, Web Development, Data Ethics, Flask (Web Framework), Data Visualization, Scripting, GitHub, Debugging, Data Analysis, Automation, Cloud Computing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    652 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • G

    Google Cloud

    Machine Learning with TensorFlow on Google Cloud em Português Brasileiro

    Skills you'll gain: Feature Engineering, Responsible AI, Tensorflow, Exploratory Data Analysis, Data Preprocessing, Model Deployment, Keras (Neural Network Library), Google Cloud Platform, Data Quality, Cloud Deployment, Embeddings, Data Strategy, Machine Learning, MLOps (Machine Learning Operations), Model Evaluation, Applied Machine Learning, Unsupervised Learning, Deep Learning, Data Analysis, Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
    ·
    92 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of California San Diego

    Deploying Machine Learning Models

    Skills you'll gain: Model Deployment, Data Manipulation, MLOps (Machine Learning Operations), Flask (Web Framework), Application Deployment, Data Preprocessing, Django (Web Framework), Web Applications, Predictive Modeling, Machine Learning, Python Programming

    3.6
    Rating, 3.6 out of 5 stars
    ·
    54 reviews

    Mixed · Course · 1 - 3 Months

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

  • Discrete Math for Computer Science - Counting & Probability: The Hong Kong University of Science and Technology
  • Financial Analyst: AI, Excel, and Power BI Skills: Coursera
  • Connect and Protect: Networks and Network Security: Google
  • Optimize Growth: Map and Evaluate ROI: Coursera
  • Microsoft Cybersecurity Analyst: Microsoft
  • Accelerate Your Job Search with AI: Google
  • People Analytics: University of Pennsylvania
  • Factorial and Fractional Factorial Designs: Arizona State University
  • Detecting COVID-19 with Chest X-Ray using PyTorch: Coursera
  • Microsoft Python Development: Microsoft

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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