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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


  • I

    IBM

    Machine Learning with Apache Spark

    Skills you'll gain: Apache Spark, Machine Learning, Generative AI, Model Evaluation, Supervised Learning, Apache Hadoop, Data Pipelines, Unsupervised Learning, Data Processing, Extract, Transform, Load, Predictive Modeling, Model Deployment, Classification Algorithms, Data Transformation, Regression Analysis

    4.5 stars, 115 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (115) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Alberta Machine Intelligence Institute

    Introduction to Applied Machine Learning

    Skills you'll gain: Data Preprocessing, Data Ethics, Applied Machine Learning, Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Product Lifecycle Management, Case Studies, Data Collection, Business Priorities, Supervised Learning, Business Requirements, Business Analysis, Unsupervised Learning, Artificial Intelligence

    4.7 stars, 748 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (748) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    IBM Java Developer

    Skills you'll gain: Software Development Life Cycle, Cloud-Native Computing, Software Architecture, Hibernate (Java), Database Design, Docker (Software), Containerization, Git (Version Control System), GitHub, Object Oriented Programming (OOP), Javascript, CI/CD, Restful API, Data Ethics, Java Programming, Model Deployment, Version Control, Database Management, Software Development, Software Design

    4.6 stars, 7.9K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (7.9K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • U

    University of Michigan

    Python 3 Programming

    Skills you'll gain: Unified Modeling Language, JSON, Object Oriented Programming (OOP), File I/O, Software Design, Debugging, Object Oriented Design, Data Processing, Unit Testing, Programming Principles, Program Development, Python Programming, Data Import/Export, Data Wrangling, Restful API, Image Analysis, Software Documentation, Data Manipulation, Jupyter, Computer Programming

    4.8 stars, 23K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (23K) · Beginner · Specialization · 3 - 6 Months

    Status: Trending right now
    Trending right now
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Engineer

    Skills you'll gain: Identity and Access Management, Cloud Infrastructure, Kubernetes, Google Cloud Platform, Containerization, Prompt Engineering Tools, Infrastructure As A Service (IaaS), Infrastructure Architecture, Cloud Computing Architecture, Cloud Computing, Cloud Solutions, Prompt Patterns, Virtual Machines, Cloud-Native Computing, Terraform, Cloud Applications, Cloud Platforms, Cloud Storage, Prompt Engineering, Cloud Engineering

    4.7 stars, 60K reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.7 (60K) · Intermediate · Professional Certificate · 3 - 6 Months

    Category: Job ready
    Job ready
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Architect

    Skills you'll gain: Identity and Access Management, Kubernetes, Cloud Infrastructure, Google Cloud Platform, Prompt Engineering, Application Deployment, Containerization, Prompt Engineering Tools, Infrastructure As A Service (IaaS), Cloud Deployment, Infrastructure Architecture, Cloud Computing Architecture, Cloud Computing, Cloud Solutions, Prompt Patterns, Virtual Machines, CI/CD, Cloud-Native Computing, AI literacy, Generative AI

    4.7 stars, 62K reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.7 (62K) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI for IT Systems Analysts and Architects

    Skills you'll gain: Prompt Engineering, Process Modeling, Prompt Patterns, Generative AI, Business Workflow Analysis, Systems Analysis, AI Workflows, LLM Application, AI literacy, Process Optimization, Miro AI, Systems Architecture, Solution Architecture, Responsible AI, Software Architecture, Systems Thinking, Project Documentation, Machine Learning, Stakeholder Communications, Technical Consulting

    4.7 stars, 12K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (12K) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • K

    Knowledge Accelerators

    Excel Basics for Beginners: Workbooks, Formatting, Charts and Core Skills

    Skills you'll gain: Data Presentation, Data Entry, Data Processing, Data Science, Organizational Skills, Business Analytics, Data Management, Business Intelligence, Microsoft 365, Productivity Software, Record Keeping, Customer Data Management, Productivity, Financial Analysis, Marketing Planning, Project Management, Event Planning

    4.4 stars, 14 reviews, Beginner, Course, Less Than 2 Hours

    ★ 4.4 (14) · Beginner · Course · Less Than 2 Hours

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI: Foundation Models and Platforms

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), OpenAI, Hugging Face, Large Language Modeling, Deep Learning

    4.7 stars, 354 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Insights of Power BI

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Modeling, Data Visualization Software, Data Visualization, Data Transformation, Data Cleansing, Business Intelligence, Data Manipulation, Star Schema, Dashboard, Business Intelligence Software, Data Analysis, Dashboard Creation, Report Writing

    4.6 stars, 56 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (56) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Imperial College London

    TensorFlow 2 for Deep Learning

    Skills you'll gain: Tensorflow, Generative AI, Recurrent Neural Networks (RNNs), Autoencoders, Generative Model Architectures, Data Pipelines, Keras (Neural Network Library), Model Evaluation, Deep Learning, Image Analysis, Model Training, Bayesian Network, Transfer Learning, Convolutional Neural Networks, Computer Programming, Model Optimization, Applied Machine Learning, Bayesian Statistics, Supervised Learning, Natural Language Processing

    4.8 stars, 722 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (722) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Fundamentals of AI Agents Using RAG and LangChain

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, LLM Application, Generative AI Agents, Large Language Modeling, Generative AI, Tool Calling, Hugging Face, Context Engineering, Embeddings

    4.6 stars, 240 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (240) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular exploratory data analysis courses

  • Machine Learning with Apache Spark: IBM
  • Introduction to Applied Machine Learning: Alberta Machine Intelligence Institute
  • IBM Java Developer: IBM
  • Python 3 Programming: University of Michigan
  • Preparing for Google Cloud Certification: Cloud Engineer: Google Cloud
  • Preparing for Google Cloud Certification: Cloud Architect: Google Cloud
  • Generative AI for IT Systems Analysts and Architects: IBM
  • Excel Basics for Beginners: Workbooks, Formatting, Charts and Core Skills: Knowledge Accelerators
  • Generative AI: Foundation Models and Platforms: IBM
  • Insights of Power BI: Fractal Analytics

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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