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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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    EDUCBA

    Master Advanced XPath for XML Data Navigation

    Skills you'll gain: Extensible Languages and XML

    Beginner · Course · 1 - 4 Weeks

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    Packt

    SwiftUI Basics, UI Design, and Data Flow

    Skills you'll gain: iOS Development, Code Reusability, User Interface (UI), Interactive Design

    Intermediate · Course · 1 - 3 Months

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    Packt

    Kafka for Developers - Data Contracts Using Schema Registry

    Skills you'll gain: Apache Kafka, Real Time Data, Data Pipelines, Java, Java Programming, Docker (Software), Development Environment

    Intermediate · Course · 3 - 6 Months

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    Packt

    Persistent Data, Monitoring & Cost Optimization in AKS

    Skills you'll gain: Role-Based Access Control (RBAC), Cloud Management, Continuous Deployment, Application Lifecycle Management, Capacity Management, Software Versioning, Virtual Networking, API Gateway, Identity and Access Management, Model Deployment, Security Controls, Large Language Modeling

    Intermediate · Course · 3 - 6 Months

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    Google Cloud

    Exploring Data Transformation with Google Cloud - Português Brasileiro

    Skills you'll gain: Digital Transformation, Data Warehousing, Dataflow, Google Cloud Platform, Data Governance, Looker (Software), Data Transformation, Data Management, Cloud Storage, Data Storage, Real Time Data, Business Intelligence Software, Data Migration, Business Intelligence, Data Processing, Data-Driven Decision-Making, Database Management, Data Access, Databases, Data Pipelines

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Introduction to Data Engineering on Google Cloud - Français

    Skills you'll gain: Extract, Transform, Load, Google Cloud Platform, Data Migration, Data Sharing, Metadata Management, Data Processing, Data Lakes, Data Import/Export, Data Pipelines, Data Integration, Data Warehousing, Cloud Storage, Big Data, Data Storage, Data Transformation

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    From Data to Insights with Google Cloud 日本語版

    Skills you'll gain: Looker (Software), Google Cloud Platform, Big Data, SQL, Data Presentation, Data Visualization, Dashboard, Data Transformation, Applied Machine Learning, Data Visualization Software, Data Cleansing, Dashboard Creation, Machine Learning, Database Management, Data Access, Model Evaluation, Model Training, Data Wrangling, Query Languages, Analytics

    4.5
    Rating, 4.5 out of 5 stars
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    13 reviews

    Beginner · Specialization · 3 - 6 Months

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    Google Cloud

    Google Cloud Fundamentals: Core Infrastructure

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Prompt Engineering, Kubernetes, Prompt Engineering Tools, Containerization, Infrastructure As A Service (IaaS), Prompt Patterns, Cloud Platforms, Cloud Storage, Cloud Services, Identity and Access Management, Application Deployment, Virtual Machines, Cloud-Native Computing, Virtual Networking, Cloud Computing, Cloud Management, Application Development, Cloud Deployment

    4.7
    Rating, 4.7 out of 5 stars
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    49K reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Data Structures Algorithms in Java – SECRETS to Ace LeetCode

    Skills you'll gain: Data Structures, Java Programming, Object Oriented Programming (OOP), Object Oriented Design, Computational Thinking, Algorithms, Debugging, Java, Applied Mathematics, Programming Principles, Computer Programming, Theoretical Computer Science, Numerical Analysis, Computer Programming Tools, Mathematical Theory & Analysis, Pseudocode, Software Installation, Software Architecture, Performance Tuning, Other Programming Languages

    Intermediate · Specialization · 3 - 6 Months

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    Google Cloud

    The Power of Storytelling: How to Visualize Data in the Cloud

    Skills you'll gain: Data Storytelling, Data Visualization, Interactive Data Visualization, Data Presentation, Data Visualization Software, Dashboard, Looker (Software), Dashboard Creation, Data Modeling, Data Access, Business Analytics, Data Analysis, Analytics, Data Governance, Performance Tuning, Self Service Technologies, Version Control

    4.4
    Rating, 4.4 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Put It All Together: Prepare for a Cloud Data Analyst Job

    Skills you'll gain: Responsible AI, Generative AI, Data Ethics, Data Analysis, Google Cloud Platform, Analytical Skills, Large Language Modeling, AI literacy, Professional Development, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
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    40 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Gemini for Data Scientists and Analysts-Português Brasileiro

    Skills you'll gain: Google Gemini, Marketing Strategies, Customer Analysis, Gemini, Big Data, Forecasting, Customer Insights, Predictive Analytics, Marketing, Analytics, Data-Driven Marketing, Target Audience, Data Analysis, Marketing Analytics, Campaign Planning, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Applied Machine Learning, Google Cloud Platform

    Beginner · Course · 1 - 4 Weeks

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

  • Master Advanced XPath for XML Data Navigation: EDUCBA
  • SwiftUI Basics, UI Design, and Data Flow: Packt
  • Kafka for Developers - Data Contracts Using Schema Registry: Packt
  • Persistent Data, Monitoring & Cost Optimization in AKS: Packt
  • Exploring Data Transformation with Google Cloud - Português Brasileiro: Google Cloud
  • Introduction to Data Engineering on Google Cloud - Français: Google Cloud
  • From Data to Insights with Google Cloud 日本語版: Google Cloud
  • Google Cloud Fundamentals: Core Infrastructure: Google Cloud
  • Data Structures Algorithms in Java – SECRETS to Ace LeetCode: Packt
  • The Power of Storytelling: How to Visualize Data in the Cloud: Google Cloud

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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