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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

    計算機程式設計 (Computer Programming)

    Skills you'll gain: Programming Principles, Computer Programming, C (Programming Language), Data Structures, Computational Logic, Program Development, Memory Management

    ★ 4.8 (370) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • A

    Advancing Women in Tech

    The Art & Science of Product Management

    Skills you'll gain: Cross-Functional Team Leadership, AI Product Strategy, Design and Product, Technical Product Management, Engineering Management, Product Management, Team Leadership, Artificial Intelligence and Machine Learning (AI/ML), User Experience Design, Design, AI Enablement, Artificial Intelligence, Interviewing Skills, Machine Learning, Deep Learning

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

    Status: Free Trial
    Free Trial
  • D

    Duke University

    Introduction to Retrieval Augmented Generation (RAG)

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, OpenAI API, Data Import/Export, Pandas (Python Package), Generative AI, Application Programming Interface (API), Large Language Modeling, Data Processing, Data Management, Python Programming, Machine Learning

    ★ 4.4 (51) · Intermediate · Guided Project · Less Than 2 Hours

  • D

    DeepLearning.AI

    컨볼루션 신경망

    Skills you'll gain: Convolutional Neural Networks, Computer Vision, Image Analysis, Keras (Neural Network Library), Artificial Neural Networks, Tensorflow, Deep Learning, Transfer Learning, Applied Machine Learning, Fine-tuning, Classification Algorithms, Network Architecture, Embeddings, Model Training

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Manchester

    Water Supply and Sanitation Policy in Developing Countries Part 2: Developing Effective Interventions

    Skills you'll gain: Sanitation, Water Resources, Water Sustainability, Water Resource Management, Policy Development, Policy Analysis, Economics, Policy, and Social Studies, Public Health, Public Health and Disease Prevention, Community Development, Health Disparities, Social Sciences, Behavioral Economics, Regulatory Compliance, Revenue Management, Innovation, Regulatory Requirements

    ★ 4.7 (81) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • N

    National Taiwan University

    基礎光學一 (Introduction to Optics (1))

    Skills you'll gain: Sensory Systems Analysis, Laboratory Experience, Experimentation, Physics, Laboratory Equipment, Engineering, Scientific, and Technical Instruments, Mathematical Modeling, Physical Science, Applied Mathematics

    ★ 4.6 (71) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Washington

    머신 러닝: 회귀 모델

    Skills you'll gain: Model Evaluation, Regression Analysis, Model Training, Statistical Machine Learning, Supervised Learning, Machine Learning Methods, Predictive Modeling, Statistical Modeling, Statistical Methods, Machine Learning, Machine Learning Algorithms, Model Optimization, Predictive Analytics, Applied Machine Learning, Feature Engineering, Statistical Programming, Model Deployment, Algorithms

    Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Optimize and Deploy Edge AI Models

    Skills you'll gain: Model Optimization, Model Deployment, MLOps (Machine Learning Operations), Tensorflow, Performance Analysis, Performance Testing, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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

    Board Infinity

    Generative AI: Fine-Tuning LLMs and Diffusion Models

    Skills you'll gain: Generative AI, Large Language Modeling, Generative Model Architectures, Fine-tuning, LLM Application, Token Optimization, Hugging Face, Transfer Learning, Model Optimization, Model Training, Model Deployment, Model Evaluation, Machine Learning, Data Science

    Intermediate · Course · 1 - 4 Weeks

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

    University of Colorado Boulder

    Optical Efficiency and Resolution

    Skills you'll gain: Electrical Engineering, electromagnetics, Image Quality, Engineering Calculations, System Requirements, Simulation and Simulation Software, Design Software, Systems Design, System Design and Implementation, Graphical Tools, Applied Mathematics, Physics, Spatial Analysis

    ★ 4.2 (65) · Advanced · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • F

    Fred Hutchinson Cancer Center

    Smarter Scientific Software Development with GitHub Actions

    Skills you'll gain: Continuous Integration, Continuous Deployment, CI/CD, GitHub, Docker (Software), Scientific Methods, Software Development, Development Environment, Open Source Technology, Test Automation, Science and Research, Containerization, Automation, Debugging, Scripting

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • É

    École Polytechnique Fédérale de Lausanne

    Systèmes d’Information Géographique - Partie 2

    Skills you'll gain: GIS Software, Spatial Analysis, Geospatial Information and Technology, Geographic Information Systems, Geospatial Mapping, Spatial Data Analysis, Augmented Reality, Data Visualization Software, Data Mapping, Graphic and Visual Design, Color Theory, Database Management

    ★ 4.3 (43) · Beginner · Course · 1 - 3 Months

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

  • 計算機程式設計 (Computer Programming): National Taiwan University
  • The Art & Science of Product Management: Advancing Women in Tech
  • Introduction to Retrieval Augmented Generation (RAG): Duke University
  • 컨볼루션 신경망: DeepLearning.AI
  • Water Supply and Sanitation Policy in Developing Countries Part 2: Developing Effective Interventions: University of Manchester
  • 基礎光學一 (Introduction to Optics (1)): National Taiwan University
  • 머신 러닝: 회귀 모델: University of Washington
  • Optimize and Deploy Edge AI Models: Coursera
  • Generative AI: Fine-Tuning LLMs and Diffusion Models: Board Infinity
  • Optical Efficiency and Resolution: University of Colorado Boulder

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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