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Big Data Courses

Big Data courses can help you learn data analysis, data visualization, statistical modeling, and data mining techniques. You can build skills in interpreting large datasets, designing data-driven strategies, and utilizing machine learning algorithms. Many courses introduce tools like Hadoop, Spark, and Tableau, that support processing vast amounts of information and presenting insights effectively. Additionally, you may explore topics such as data warehousing, predictive analytics, and the ethical implications of data usage.


Popular Big Data Courses and Certifications


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    Packt

    Introduction to Fundamental Data Structures and Techniques

    Skills you'll gain: Data Structures, Algorithms, Programming Principles, Computational Thinking

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Modern Data Architecture Fundamentals with Microsoft Fabric

    Skills you'll gain: Data Architecture, Microsoft Azure, Data Lakes, Enterprise Architecture, Data Warehousing, Data Integration, Virtualization, Cloud Storage, Data Transformation, Data Governance, Real Time Data, Scalability

    Intermediate · Course · 1 - 3 Months

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    Infosec

    Memory, Encryption, and Protecting Data in iOS

    Skills you'll gain: Apple iOS, iOS Development, Secure Coding, Encryption, Network Security, Application Programming Interface (API), Swift Programming, Mobile Security, Application Security, Data Persistence, Key Management, Data Security, Data Storage

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Serverless Data Processing with Dataflow:Foundations Español

    Skills you'll gain: Dataflow, Serverless Computing, Data Pipelines, Data Processing, Cloud Security, Identity and Access Management, Data Transformation, Containerization, Data Storage Technologies, Scalability

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Build Batch Data Pipelines on Google Cloud

    Skills you'll gain: Data Warehousing, Data Quality, Data Cleansing, Performance Tuning, Data Validation, Scalability, Database Management, System Monitoring, Serverless Computing

    4.5
    Rating, 4.5 out of 5 stars
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    1.7K reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Data Visualization in Tableau: Create Dashboards and Stories

    Skills you'll gain: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Data Visualization, Interactive Data Visualization, Dashboard, Data Visualization Software, Tableau Software, Data Analysis, Exploratory Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    51 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Johns Hopkins University

    Differential Calculus through Data and Modeling

    Skills you'll gain: Calculus, Applied Mathematics, Data Modeling, Estimation, Graphing, Mathematical Modeling, Numerical Analysis, Algebra, Mathematical Software, Engineering Calculations, Linear Algebra, Trigonometry, Operations Research, Data Analysis, Graphical Tools, Derivatives, Mathematical Theory & Analysis, Geometry

    4.8
    Rating, 4.8 out of 5 stars
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    390 reviews

    Intermediate · Specialization · 3 - 6 Months

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    SkillUp

    Enterprise Data Integration, Governance and Architecture

    Skills you'll gain: Data Security, Data Migration, Data Governance, Extract, Transform, Load, Cloud Storage, Data Architecture, Data Management, Data Integration, Data Storage, Enterprise Architecture, Data Quality, Personally Identifiable Information, Data Modeling, Incident Response, Security Controls, Information Privacy, Data Infrastructure, Data Warehousing, Threat Detection, Law, Regulation, and Compliance

    4.5
    Rating, 4.5 out of 5 stars
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    74 reviews

    Advanced · Specialization · 1 - 3 Months

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    EDUCBA

    Apply Splunk Data Transformation and Distributed Search

    Skills you'll gain: Splunk, Role-Based Access Control (RBAC), Authentications, Security Information and Event Management (SIEM), Data Transformation, Data Processing, Distributed Computing, Data Manipulation, Security Controls, Data Access, Data Security, Metadata Management, Scalability

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Microsoft

    Secure Your Data at Rest

    Skills you'll gain: Data Security, Cloud Security, Azure Active Directory, Microsoft Azure, Data Storage, Encryption, Cloud Storage, Authorization (Computing), Authentications, Database Management, Data Governance, Key Management, Identity and Access Management, Firewall, Threat Detection

    4.5
    Rating, 4.5 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Exploratory vs Confirmatory data analysis using Python

    Skills you'll gain: Exploratory Data Analysis, Tree Maps, Geographic Information Systems, Plotly, Data Analysis, Data Visualization, Interactive Data Visualization, Data Visualization Software, Jupyter, Statistical Analysis, Pandas (Python Package)

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Johns Hopkins University

    Healthcare Data Security, Privacy, and Compliance

    Skills you'll gain: Medical Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Information Management, Security Awareness, Personally Identifiable Information, Encryption, Health Care, Health Care Procedure and Regulation, Data Security, Cyber Attacks, Medical Records, Information Privacy, Cloud Computing, Patient Safety

    4.8
    Rating, 4.8 out of 5 stars
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    459 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Introduction to Fundamental Data Structures and Techniques: Packt
  • Modern Data Architecture Fundamentals with Microsoft Fabric: Microsoft
  • Memory, Encryption, and Protecting Data in iOS: Infosec
  • Serverless Data Processing with Dataflow:Foundations Español: Google Cloud
  • Build Batch Data Pipelines on Google Cloud: Google Cloud
  • Data Visualization in Tableau: Create Dashboards and Stories: Coursera
  • Differential Calculus through Data and Modeling: Johns Hopkins University
  • Enterprise Data Integration, Governance and Architecture: SkillUp
  • Apply Splunk Data Transformation and Distributed Search: EDUCBA
  • Secure Your Data at Rest: Microsoft

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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