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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


  • A

    Amazon Web Services

    AWS Cloud Support Associate

    Skills you'll gain: AWS Identity and Access Management (IAM), Infrastructure as Code (IaC), Command-Line Interface, Amazon CloudWatch, Identity and Access Management, AWS CloudFormation, Root Cause Analysis, Amazon DynamoDB, Customer Relationship Building, Network Troubleshooting, Amazon Web Services, Customer Relationship Management, Software Architecture, IT Automation, Cloud Computing, Technical Support and Services, Web Applications, Information Technology, Customer Service, Software Development

    4.8 stars, 6.9K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.8 (6.9K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job ready
    Job ready
  • U

    University of Pennsylvania

    AI For Business

    Skills you'll gain: AI Personalization, Machine Learning Methods, Fraud detection, Generative AI, Responsible AI, Data Ethics, Data Management, Data Strategy, People Analytics, HR Tech, Generative Model Architectures, AI Enablement, Human Resource Management, AI Product Strategy, Data Governance, Human Resources Management and Planning, Big Data, Credit Risk, Machine Learning, Analytics

    4.7 stars, 1.9K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (1.9K) · Beginner · Specialization · 3 - 6 Months

    Category: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • T

    The Chinese University of Hong Kong

    Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话)

    Skills you'll gain: Social Sciences, Statistical Analysis, Statistical Software, Statistical Modeling, Correlation Analysis, Statistical Methods, Advanced Analytics, Regression Analysis, Mathematical Modeling, Data Analysis Software, Research, Model Evaluation, Data Modeling

    4.8 stars, 98 reviews, Mixed, Course, 3 - 6 Months

    ★ 4.8 (98) · Mixed · Course · 3 - 6 Months

    Category: Free
    Free
  • C

    Coursera

    Support Vector Machines in Python, From Start to Finish

    Skills you'll gain: Scikit Learn (Machine Learning Library), Predictive Modeling, Tensorflow, Cloud Computing, Statistical Machine Learning, Machine Learning Software, Classification Algorithms, Applied Machine Learning, Machine Learning Methods, Python Programming, Model Training, Data Preprocessing, Data Science, Machine Learning, Model Evaluation, Model Optimization, Scientific Visualization

    4.6 stars, 162 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (162) · Intermediate · Guided Project · Less Than 2 Hours

  • I

    Imperial College London

    Customising your models with TensorFlow 2

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Data Pipelines, Keras (Neural Network Library), Transfer Learning, Deep Learning, Convolutional Neural Networks, Natural Language Processing, Model Training, Data Processing, AI Workflows, Data Preprocessing, Embeddings

    4.8 stars, 196 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (196) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • K

    Kennesaw State University

    Six Sigma Tools for Analyze

    Skills you'll gain: Six Sigma Methodology, Root Cause Analysis, Process Analysis, Probability Distribution, Statistical Process Controls, Lean Methodologies, Probability & Statistics, Process Improvement, Process Improvement and Optimization, Process Mapping, Systems Of Measurement, Data Analysis, Statistical Methods, Probability, Statistics, Risk Analysis

    4.7 stars, 1.9K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (1.9K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The Chinese University of Hong Kong

    Structural Equation Model and its Applications | 结构方程模型及其应用 (粤语)

    Skills you'll gain: Model Evaluation, Statistical Modeling, Statistical Methods, SPSS, Statistical Software, Analysis, Statistical Analysis, SPSS (Software), Regression Analysis, SAS (Software), Exploratory Data Analysis, Data Analysis Software, Probability & Statistics, Statistical Hypothesis Testing

    4.8 stars, 25 reviews, Mixed, Course, 3 - 6 Months

    ★ 4.8 (25) · Mixed · Course · 3 - 6 Months

    Category: Free
    Free
  • I

    IBM

    Cybersecurity Fundamentals

    Skills you'll gain: Email Security, Public Key Infrastructure, Encryption, Network Security, Cryptography, IT Security Architecture, Cybersecurity, Endpoint Detection and Response, Hardening, Data Security, Cyber Threat Hunting, Cryptographic Protocols, Advanced Encryption Standard (AES), Key Management, Authorization (Computing), Cyber Attacks, Information Technology, Computer Security Incident Management, Cyber Security Strategy, Technical Support and Services

    4.8 stars, 3.2K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (3.2K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Pontificia Universidad Católica de Chile

    Introducción a la Minería de Datos

    Skills you'll gain: Classification Algorithms, Exploratory Data Analysis, Data Mining, Data Analysis, Machine Learning Algorithms, Model Evaluation, Data Manipulation, Data Management, Data Science, Unsupervised Learning, Supervised Learning, Algorithms, Transaction Processing

    4.6 stars, 1.3K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (1.3K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Applied Calculus with Python

    Skills you'll gain: Calculus, Integral Calculus, Applied Mathematics, Graphing, Numerical Analysis, Python Programming, Mathematical Software, Algebra, Derivatives, Model Optimization

    4.9 stars, 46 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (46) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • B

    Board Infinity

    Build Intelligent Agents Using DeepSeek & N8N

    4 stars, 50 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4 (50) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Time Series Forecasting with Facebook Prophet in Python

    Skills you'll gain: Forecasting, Data Preprocessing, Predictive Modeling, Model Evaluation, Data-Driven Decision-Making, Feature Engineering, Predictive Analytics, Anomaly Detection, Model Training, Exploratory Data Analysis

    Intermediate · Course · 1 - 4 Weeks

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

  • AWS Cloud Support Associate: Amazon Web Services
  • AI For Business: University of Pennsylvania
  • Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话): The Chinese University of Hong Kong
  • Support Vector Machines in Python, From Start to Finish: Coursera
  • Customising your models with TensorFlow 2: Imperial College London
  • Six Sigma Tools for Analyze: Kennesaw State University
  • Structural Equation Model and its Applications | 结构方程模型及其应用 (粤语): The Chinese University of Hong Kong
  • Cybersecurity Fundamentals: IBM
  • Introducción a la Minería de Datos: Pontificia Universidad Católica de Chile
  • Applied Calculus with Python: 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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