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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


  • P

    Packt

    Preprocessing Unstructured Data for LLMs and RAG Systems

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, LangChain, LLM Application, Embeddings, Application Frameworks, Vision Transformer (ViT), Data Quality

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Golang for Beginners: Data Types, Functions, and Packages

    Skills you'll gain: Command-Line Interface, Go (Programming Language), Package and Software Management, Data Storage, Programming Principles, Code Reusability, Program Development, Other Programming Languages

    4.4
    Rating, 4.4 out of 5 stars
    ·
    9 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Teaching Impacts of Technology: Data Collection, Use, and Privacy

    Skills you'll gain: Data Ethics, Big Data, Cybersecurity, Pedagogy, Data Security, Cryptography, Education Software and Technology, Information Privacy, Encryption, Digital pedagogy, AI Personalization, Computer Science, Web Servers, Machine Learning, Machine Learning Methods, Supervised Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Serverless Data Processing with Dataflow: Develop Pipelines en Español

    Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Business Logic, Real Time Data, Data Processing, Google Cloud Platform, Data Transformation, Jupyter, SQL, Analytics

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    B

    Board Infinity

    Managing Data Lakes & Pipelines with Google Cloud Dataplex

    Skills you'll gain: Data Lakes, Data Processing, Google Cloud Platform, Data Warehousing, Data Integration, Data Management, Data Pipelines, Data Governance, Data Access, Analytics, Data Security, Identity and Access Management, Automation

    2.8
    Rating, 2.8 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    I

    IBM

    Hybrid Cloud: Networking, Storage and Data Management

    Skills you'll gain: Cloud Storage, Data Storage, Hybrid Cloud Computing, Data Storage Technologies, Cloud Security, Cloud Computing, Cloud Infrastructure, Performance Tuning, Business Continuity Planning, Virtual Networking, Multi-Cloud, Business Continuity, Disaster Recovery, Cloud Platforms, Virtual Private Networks (VPN), Load Balancing, Database Management, IBM Cloud, Architectural Design, Planning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    G

    Google Cloud

    Protecting Sensitive Data in Gen AI Model Responses

    Skills you'll gain: Data Loss Prevention, AI Security, Gemini, Google Gemini, Generative AI, Personally Identifiable Information, Cloud API, Jupyter, Responsible AI, Google Cloud Platform, Cloud Security

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    Pengantar Analisis Data di Google Cloud

    Skills you'll gain: Looker (Software), Data-Driven Decision-Making, Data Analysis, Dashboard, Analytics, Data Visualization Software, Dashboard Creation, Big Data, Data Presentation, Google Cloud Platform, SQL, Cloud Storage, Data Warehousing, Data Storage Technologies, Data Processing, Data Storage, Data Sharing, Cloud Services

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Rent-a-VM to Process Earthquake Data

    Skills you'll gain: Git (Version Control System), Version Control, Google Cloud Platform, Remote Access Systems, Cloud Storage, Infrastructure As A Service (IaaS), Data Pipelines, Virtual Machines, Cloud Computing, Data Storage, Virtualization and Virtual Machines, Authorization (Computing), Security Software, Process Analysis

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Online Data Migration to BigQuery using Striim

    Skills you'll gain: MySQL, Google Cloud Platform, Data Migration, Database Management, SQL, Big Data, Extract, Transform, Load, Data Pipelines, Data Management, Cloud Deployment

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Data Storytelling: Create Insights with Power BI & Tableau

    Skills you'll gain: Data Storytelling, Dashboard, Dashboard Creation, Data Presentation, Power BI, Data Literacy, Strategic Decision-Making, Interactive Data Visualization, Tableau Software, Storytelling, Data-Driven Decision-Making, Executive Presence, Data Strategy, Business Intelligence, User Feedback, Data Visualization, Data Visualization Software, Analytics, Customer Insights, Data Structures

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    SkillUp

    Prep for Microsoft Azure Data Engineer Associate Cert DP-203

    Skills you'll gain: Azure Synapse Analytics, Data Security, Databricks, Data Quality, Microsoft Azure, Data Storage Technologies, Data Storage, Data Transformation, Database Management, Data Processing, Data Cleansing, Data Lakes, Query Languages, Performance Tuning, Data Integration, Data Pipelines, Apache Spark, Encryption, Data Analysis, Real Time Data

    4.3
    Rating, 4.3 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Preprocessing Unstructured Data for LLMs and RAG Systems: Packt
  • Golang for Beginners: Data Types, Functions, and Packages: Coursera
  • Teaching Impacts of Technology: Data Collection, Use, and Privacy: University of California San Diego
  • Serverless Data Processing with Dataflow: Develop Pipelines en Español: Google Cloud
  • Managing Data Lakes & Pipelines with Google Cloud Dataplex: Board Infinity
  • Hybrid Cloud: Networking, Storage and Data Management: IBM
  • Protecting Sensitive Data in Gen AI Model Responses: Google Cloud
  • Pengantar Analisis Data di Google Cloud: Google Cloud
  • Rent-a-VM to Process Earthquake Data: Google Cloud
  • Online Data Migration to BigQuery using Striim: 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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