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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


  • U

    University of Colorado Boulder

    Modeling and Control of Power Electronics

    Skills you'll gain: Power Electronics, Electronic Systems, Control Systems, Electrical Engineering, electromagnetics, Electronics Engineering, Electric Power Systems, Electronics, Model Based Systems Engineering, Engineering Analysis, Simulations, Simulation and Simulation Software, Mathematical Modeling, Electrical Systems, Computer-Aided Design, Matlab, Technical Design, Systems Design, Verification And Validation, Systems Analysis

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    161 reviews

    Intermediate · Specialization · 3 - 6 Months

  • E

    Erasmus University Rotterdam

    Excel Modeling for Professionals: Best Practices & Pitfalls

    Skills you'll gain: Microsoft Excel, Excel Formulas, Data Modeling, Verification And Validation, Financial Modeling, Business Modeling, Spreadsheet Software, Technical Documentation, Product Testing, Data Validation, Data Integrity, Data Management, Organizational Skills

    4.5
    Rating, 4.5 out of 5 stars
    ·
    36 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Machine Learning with PyTorch and Scikit-Learn

    Skills you'll gain: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Machine Learning Methods, Deep Learning, Transfer Learning, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Machine Learning, Artificial Neural Networks, Data Processing, Natural Language Processing, Feature Engineering

    Intermediate · Course · 3 - 6 Months

  • J

    Johns Hopkins University

    Управление анализом данных

    Skills you'll gain: Data Presentation, Statistical Reporting, Data Collection, Data Analysis, Data Management, Analytical Skills, Management Reporting, Exploratory Data Analysis, Data Modeling, Coordination, Statistical Modeling, Communication

    4.8
    Rating, 4.8 out of 5 stars
    ·
    51 reviews

    Mixed · Course · 1 - 4 Weeks

  • M

    Michigan State University

    Journalism, the future, and you!

    Skills you'll gain: Journalism, Media and Communications, International Relations, Interviewing Skills, Ethical Standards And Conduct, Decision Making, Podcasting, Storytelling, Safety and Security, Content Creation, Digital Publishing, Diversity Awareness, Business Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    381 reviews

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Agentic AI with LangChain and LangGraph

    Skills you'll gain: LangGraph, Agentic Workflows, AI Orchestration, AI Workflows, Generative AI Agents, Agentic systems, LangChain, LLM Application, Responsible AI, Retrieval-Augmented Generation, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Software Development, Python Programming, Data Science

    4.6
    Rating, 4.6 out of 5 stars
    ·
    83 reviews

    Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    JavaScript Programming Essentials

    Skills you'll gain: Ajax, Javascript, Data Structures, Debugging, JSON, Scripting, Web Development, Web Applications, Computer Programming, HTML and CSS, Event-Driven Programming, Software Development, Object Oriented Programming (OOP), Git (Version Control System), Application Programming Interface (API)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    173 reviews

    Beginner · Course · 1 - 3 Months

  • E

    Edureka

    Introduction to LLMs and Hugging Face

    Skills you'll gain: Hugging Face, LLM Application, LangChain, Large Language Modeling, OpenAI, Natural Language Processing, Generative AI Agents, ChatGPT, Responsible AI, Embeddings, Application Programming Interface (API), Text Mining, Restful API, Agentic systems, Open Source Technology, Data Preprocessing, MLOps (Machine Learning Operations), Python Programming, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

  • P

    Peking University

    计算机组成 Computer Organization

    Skills you'll gain: Computer Architecture, Hardware Architecture, Computer Hardware, Peripheral Devices, Data Storage, Data Storage Technologies, Systems Architecture, Operating Systems, Computational Logic

    4.8
    Rating, 4.8 out of 5 stars
    ·
    483 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Maryland, College Park

    Hardware Security

    Skills you'll gain: Hardware Design, Security Engineering, Computer Hardware, Hardware Architecture, Threat Modeling, Threat Detection, Cybersecurity, Application Specific Integrated Circuits, Exploit development, Cryptography, Encryption, Exploitation techniques, Technical Design, Emerging Technologies, System Design and Implementation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    693 reviews

    Mixed · Course · 1 - 3 Months

  • P

    Pearson

    Learning Deep Learning

    Skills you'll gain: Large Language Modeling, Deep Learning, Prompt Engineering, Image Analysis, Model Deployment, Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Tensorflow, Vision Transformer (ViT), LLM Application, Transfer Learning, Computer Vision, Responsible AI, Natural Language Processing, Embeddings, Keras (Neural Network Library), Generative AI, Artificial Neural Networks, Multimodal Prompts

    Intermediate · Specialization · 1 - 4 Weeks

  • I

    ISC2

    Access Control Concepts

    Skills you'll gain: Security Controls, Role-Based Access Control (RBAC), Authorization (Computing), Cyber Security Policies, Identity and Access Management, Data Access, Security Awareness, Authentications

    4.8
    Rating, 4.8 out of 5 stars
    ·
    169 reviews

    Beginner · Course · 1 - 3 Months

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

  • Modeling and Control of Power Electronics: University of Colorado Boulder
  • Excel Modeling for Professionals: Best Practices & Pitfalls: Erasmus University Rotterdam
  • Machine Learning with PyTorch and Scikit-Learn: Packt
  • Управление анализом данных: Johns Hopkins University
  • Journalism, the future, and you!: Michigan State University
  • Agentic AI with LangChain and LangGraph: IBM
  • JavaScript Programming Essentials: IBM
  • Introduction to LLMs and Hugging Face: Edureka
  • 计算机组成 Computer Organization: Peking University
  • Hardware Security: University of Maryland, College Park

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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