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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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    DeepLearning.AI

    Нейронные сети и глубокое обучение

    Skills you'll gain: Deep Learning, Artificial Neural Networks, Supervised Learning, Artificial Intelligence, Convolutional Neural Networks, Computer Vision, Recurrent Neural Networks (RNNs), Machine Learning

    4.1
    Rating, 4.1 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    Multiple educators

    Object Oriented Programming in Java

    Skills you'll gain: Unit Testing, Data Structures, Event-Driven Programming, File I/O, Interactive Data Visualization, Java, Java Programming, User Interface (UI), Object Oriented Programming (OOP), JUnit, Debugging, Object Oriented Design, Computer Programming, Cryptography, Software Engineering, Performance Tuning, Algorithms, Data Analysis, Software Design, Problem Solving

    4.6
    Rating, 4.6 out of 5 stars
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    15K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    اساسيات قواعد البيانات باستخدام Airtable

    Skills you'll gain: Database Administration, Database Management, Interactive Data Visualization, Databases, Database Design, Relational Databases, Data Sharing

    4.1
    Rating, 4.1 out of 5 stars
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    7 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    EDUCBA

    Master CNNs with Python: Build, Train & Evaluate Models

    Skills you'll gain: Model Evaluation, Convolutional Neural Networks, Keras (Neural Network Library), Image Analysis, Data Preprocessing, Deep Learning, Computer Vision, Tensorflow, Python Programming, Cloud Computing, Development Environment

    4.5
    Rating, 4.5 out of 5 stars
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    6 reviews

    Mixed · Course · 1 - 4 Weeks

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    Northeastern University

    Computation and Visualization for Analytics Part 1

    Skills you'll gain: Data Storytelling, Interactive Data Visualization, Data Visualization Software, Matplotlib, Data Preprocessing, Pandas (Python Package), Scatter Plots, Data Cleansing, Data Integration, Data Transformation, Big Data, Programming Principles, Python Programming

    Build toward a degree

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Cómo usar funciones, métodos y bucles en Python desde cero

    Skills you'll gain: Python Programming, Scripting, Data Processing, Data Analysis, Programming Principles, Object Oriented Programming (OOP)

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    Coursera

    GenAI for Biz Dev: Identifying Growth Opportunities

    Skills you'll gain: Competitive Analysis, Business Development, Generative AI Agents, AI Product Strategy, Data-Driven Decision-Making, Market Opportunities, Market Analysis, Market Research, Trend Analysis, Business Intelligence, Business Strategy, Sustainable Business, Forecasting, Strategic Planning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    AI Enhancement with Knowledge Graphs - Mastering RAG Systems

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, AI Workflows, Embeddings, Large Language Modeling, Graph Theory, Query Languages, Data Visualization Software, Development Environment

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Interpretable Machine Learning Applications: Part 1

    Skills you'll gain: Feature Engineering, Decision Tree Learning, Applied Machine Learning, Model Evaluation, Random Forest Algorithm, Responsible AI, Data Import/Export, Machine Learning, Classification Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    65 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    Deep Learning with PyTorch : Object Localization

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

    4.6
    Rating, 4.6 out of 5 stars
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    48 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Khalifa University

    AI for Executives

    Skills you'll gain: Data Strategy, Customer Relationship Management (CRM) Software, AI Personalization, AI Enablement, Sales Enablement, Model Deployment, Feature Engineering, Data Governance, Responsible AI, Model Evaluation, Data Preprocessing, Transfer Learning, Data Quality, Customer Data Management, Sales Management, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Reinforcement Learning, Natural Language Processing

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Edureka

    Generative AI Applications and Popular Tools

    Skills you'll gain: Responsible AI, Content Creation, Hugging Face

    4.6
    Rating, 4.6 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 3 Months

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1…241242243…834

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

  • Нейронные сети и глубокое обучение: DeepLearning.AI
  • Object Oriented Programming in Java: Duke University
  • اساسيات قواعد البيانات باستخدام Airtable: Coursera
  • Master CNNs with Python: Build, Train & Evaluate Models: EDUCBA
  • Computation and Visualization for Analytics Part 1: Northeastern University
  • Cómo usar funciones, métodos y bucles en Python desde cero: Coursera
  • GenAI for Biz Dev: Identifying Growth Opportunities: Coursera
  • AI Enhancement with Knowledge Graphs - Mastering RAG Systems: Packt
  • Interpretable Machine Learning Applications: Part 1: Coursera
  • Deep Learning with PyTorch : Object Localization: Coursera

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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