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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


  • P

    Packt

    Advanced Chatbots with Deep Learning and Python

    Skills you'll gain: Model Training, Deep Learning, Model Optimization, Data Preprocessing, Keras (Neural Network Library), Tensorflow, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Generative Model Architectures, Natural Language Processing

    Advanced · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Translational Science

    Skills you'll gain: Institutional Review Board (IRB), Clinical Trials, Health Policy, Health Disparities, Clinical Research, Clinical Research Ethics, Health Equity, Public Health, Good Clinical Practices (GCP), Pre-Clinical Development, Policy Analysis, Research, and Development, Medical Science and Research, Community Health, Policy Development, Health Care Procedure and Regulation, Health Systems, Policy Analysis, Advocacy, Drug Development, Research

    ★ 4.7 (45) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • A

    Amazon Web Services

    AI Fundamentals and the Cloud

    Skills you'll gain: Responsible AI, Amazon Bedrock, Data Ethics, AWS SageMaker, Amazon Web Services, MLOps (Machine Learning Operations), Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, LLM Application, Large Language Modeling, AI Workflows, Machine Learning, No-Code Development

    ★ 4.4 (89) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    컴퓨터 비전 분야에서의 딥 러닝 응용 사례

    Skills you'll gain: Image Analysis, Tensorflow, Computer Vision, Convolutional Neural Networks, Deep Learning, Machine Learning Software, Model Optimization, Machine Learning, Model Training, Artificial Neural Networks, Performance Tuning, Feature Engineering

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • 2

    28DIGITAL

    Problem-Dependent Resampling Techniques

    Skills you'll gain: Spatial Analysis, Spatial Data Analysis, Model Evaluation, Statistical Methods, Statistical Hypothesis Testing, Sampling (Statistics), Feature Engineering, Dependency Analysis, Drug Interaction, Analysis, Sample Size Determination, Analytics, Applied Machine Learning, Correlation Analysis, Data Synthesis, Machine Learning, Analytical Skills, Data Processing, Machine Learning Algorithms

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • D

    DeepLearning.AI

    PyTorch: Techniques and Ecosystem Tools

    Skills you'll gain: Hugging Face, Model Optimization, Fine-tuning, Transfer Learning, Model Training, Embeddings, Data Preprocessing

    ★ 5 (19) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • B

    Board Infinity

    Software Quality Assurance and Testing

    Skills you'll gain: Test Automation, Performance Testing, Systems Development Life Cycle, Software Quality Assurance, White-Box Testing, API Testing, Test Script Development, AI Security, Software Quality (SQA/SQC), Performance Stress Testing, Software Development Methodologies, Regression Testing, User Acceptance Testing (UAT), AI Integrations, Maintainability, Code Review, Scalability, Automation, Code Coverage, Security Testing

    ★ 4.1 (47) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • U

    University of Pittsburgh

    Bayesian Regression and Model Selection

    Skills you'll gain: Statistical Modeling, Bayesian Statistics, Logistic Regression, Regression Analysis, Predictive Modeling, Mathematical Modeling, Model Evaluation, Statistical Methods, Statistical Machine Learning, Markov Model, Data-Driven Decision-Making, Predictive Analytics, Statistical Inference, Statistical Analysis, Sampling (Statistics), Probability Distribution, Machine Learning Algorithms, Computational Thinking

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of Pennsylvania

    Introducción al Marketing

    Skills you'll gain: Customer Analysis, Branding, Brand Strategy, Brand Marketing, Marketing Psychology, Strategic Marketing, Marketing, Brand Management, Consumer Behaviour, Go To Market Strategy, Marketing Strategies, Customer Insights, Marketing Communications, Driving engagement, Online Advertising, E-Commerce

    ★ 4.8 (272) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Amsterdam

    Unraveling the Cycling City

    Skills you'll gain: Culture, Socioeconomics, Sociology, Social Sciences, Systems Thinking, Economics, Policy, and Social Studies, Cultural Diversity, Policy Analysis, Spatial Analysis, Biology, Case Studies, Environment, Qualitative Research, European History

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

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Analyze Marketing Performance Using R and Excel

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Customer Analysis, Marketing Effectiveness, Customer Retention, Advanced Analytics, Marketing Strategies, Market Analysis, Sales Management, Customer Insights, Marketing Planning, Data-Driven Decision-Making, Customer experience improvement, Customer Service, Predictive Analytics, Consumer Behaviour, Case Studies, Predictive Modeling, R Programming, Performance Metric

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • B

    BCG

    Transformación digital

    Skills you'll gain: Digital Transformation, Business Transformation, Product Lifecycle Management, Technology Strategies, Design Thinking, Competitive Analysis, Data Strategy, Corporate Strategy, Business Strategy, Business Technologies, Business Economics, Growth Strategies, Process Design, Emerging Technologies, Market Dynamics, Innovation, Leadership, Communication

    ★ 4.7 (285) · Beginner · Course · 1 - 4 Weeks

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

  • Advanced Chatbots with Deep Learning and Python: Packt
  • Translational Science: University of Michigan
  • AI Fundamentals and the Cloud: Amazon Web Services
  • 컴퓨터 비전 분야에서의 딥 러닝 응용 사례: University of Colorado Boulder
  • Problem-Dependent Resampling Techniques: 28DIGITAL
  • PyTorch: Techniques and Ecosystem Tools: DeepLearning.AI
  • Software Quality Assurance and Testing: Board Infinity
  • Bayesian Regression and Model Selection: University of Pittsburgh
  • Introducción al Marketing: University of Pennsylvania
  • Unraveling the Cycling City: University of Amsterdam

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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