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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.


More to explore:

Popular Exploratory Data Analysis Courses and Certifications


  • G

    Google Cloud

    Creating a Streaming Data Pipeline With Apache Kafka

    Skills you'll gain: Apache Kafka, Data Pipelines, Google Cloud Platform, Java, Public Cloud, Cloud API, Network Analysis

    3.8
    Rating, 3.8 out of 5 stars
    ·
    27 reviews

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    Azure Data Factory : Implement SCD Type 1

    Skills you'll gain: Data Pipelines, Microsoft SQL Servers, Microsoft Azure, Database Development, Data Warehousing, SQL, Data Integration, Extract, Transform, Load

    4.2
    Rating, 4.2 out of 5 stars
    ·
    14 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Foundations of Data Science and Machine Learning with Python

    Skills you'll gain: Predictive Modeling, Matplotlib, Applied Machine Learning, Seaborn, Data Visualization, Regression Analysis, Pandas (Python Package), Statistical Machine Learning, Statistical Analysis, Machine Learning, Supervised Learning, Data Science, Scikit Learn (Machine Learning Library), Probability & Statistics, Python Programming, Unsupervised Learning, Data Analysis, Decision Tree Learning, NumPy, Data Manipulation

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Oracle SQL 21c Mastery: Apply, Analyze & Manage Data

    Skills you'll gain: Databases, Data Manipulation

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Leeds

    Data Science: How to Plan Projects, Research and Reflect

    Skills you'll gain: General Science and Research, Analytical Skills, Data Science, Technical Communication, Record Keeping, Critical Thinking, Analysis, Personal Development, Technical Writing

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Building Realtime Pipelines in Cloud Data Fusion

    Skills you'll gain: Cloud-Based Integration, Real Time Data, Data Pipelines, Apache Spark, Data Integration, Data Transformation, Data Wrangling, Data Analysis, Data Visualization, Data Management

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    GenAI for Sales Managers: Data-Driven Sales Forecasting

    Skills you'll gain: Sales Pipelines, AI Personalization, Sales Management, Sales Process, Sales, Sales Strategy, Anthropic Claude, Customer Engagement, Responsible AI, Sales Training, Customer experience improvement, Lead Generation, Generative AI, ChatGPT, Forecasting, Business Ethics

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Data Center Security Management with Microsoft System Center

    Skills you'll gain: Incident Response, Data Centers, DevSecOps, System Monitoring, Threat Detection, Infrastructure Security, Microsoft Servers, Security Management, Payment Card Industry (PCI) Data Security Standards, Information Systems Security, Windows Servers, IT Infrastructure, Security Information and Event Management (SIEM), Disaster Recovery, IT Automation, Virtual Machines, Configuration Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    54 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Architect and Optimize GenAI Data Systems

    Skills you'll gain: Enterprise Architecture, Apache Kafka, Data Architecture, Generative AI, Data Infrastructure, Root Cause Analysis, Dataflow, Solution Architecture, Data Quality, Data Pipelines, Software Architecture, Data Integration, Cloud Storage, Data Storage, Failure Analysis, Data Processing, Dependency Analysis, Real Time Data

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate en Español

    Skills you'll gain: Data Lakes, Google Cloud Platform, Data Pipelines, Apache Kafka, Model Deployment, Data Processing, Dataflow, Big Data, Extract, Transform, Load, Apache Spark, Systems Design, Real Time Data, Data Integration, Data Warehousing, Data Infrastructure, Data Architecture, MLOps (Machine Learning Operations), Tensorflow, Data Management, Metadata Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    817 reviews

    Intermediate · Specialization · 3 - 6 Months

  • M

    Microsoft

    Preparing for DP-900: Microsoft Azure Data Fundamentals Exam

    Skills you'll gain: Microsoft Azure, Cloud Services, Relational Databases, Databases, Analytics, Data Storage, Data Lakes, NoSQL, Data Warehousing, SQL, Test Planning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    143 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Data to Advance Population Health: Global Perspectives

    Skills you'll gain: Health Policy, Data Presentation, Health Disparities, Health Equity, Health Informatics, Data Literacy, Epidemiology, Data Quality, Public Health, Data-Driven Decision-Making, Policy Analysis, Data Analysis, Data Visualization Software

    Beginner · Course · 1 - 4 Weeks

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

  • Creating a Streaming Data Pipeline With Apache Kafka: Google Cloud
  • Azure Data Factory : Implement SCD Type 1: Coursera
  • Foundations of Data Science and Machine Learning with Python: Packt
  • Oracle SQL 21c Mastery: Apply, Analyze & Manage Data: EDUCBA
  • Data Science: How to Plan Projects, Research and Reflect: University of Leeds
  • Building Realtime Pipelines in Cloud Data Fusion: Google Cloud
  • GenAI for Sales Managers: Data-Driven Sales Forecasting: Coursera
  • Data Center Security Management with Microsoft System Center: EDUCBA
  • Architect and Optimize GenAI Data Systems: Coursera
  • Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate en Español: Google Cloud

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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