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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


  • Status: Free Trial
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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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    EDUCBA

    Apply C++ Graphics to Visualize Pandemic Population Data

    Skills you'll gain: Data Presentation, Scientific Visualization, Data Visualization Software, Statistical Visualization, Plot (Graphics), Visualization (Computer Graphics), C++ (Programming Language), Application Development, Graphing, Computer Graphics, C and C++, Data Mapping, Application Frameworks, Verification And Validation, Graphical Tools, Data Processing, Computer Graphic Techniques, Software Testing

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
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    EDUCBA

    Analyze Windows Data Ingestion with Splunk Projects

    Skills you'll gain: Splunk, Data Integration, Windows PowerShell, Data Pipelines, Microsoft Windows, Data Preprocessing, Data Import/Export, Windows Servers, Data Validation, Configuration Management, Software Configuration Management, Event Monitoring, Fine-tuning

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Data Structures with C: Upgrade a Rocket Display Module

    Skills you'll gain: Embedded Systems, C (Programming Language), Embedded Software, Data Structures, Code Reusability, Memory Management, C and C++, Programming Principles, Data Management, Software Development

    Intermediate · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Introduction to Data Engineering on Google Cloud - Français

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

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    PyMongo Case Study - Aggregating Customer Data of a Bank

    Skills you'll gain: Data Transformation, Customer Analysis, Customer Insights, Customer Data Management, MongoDB, Data Processing, Data Validation, Extract, Transform, Load, Financial Data, Data Import/Export, Data Pipelines, Data Integration, Code Reusability, Development Environment

    4.7
    Rating, 4.7 out of 5 stars
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    31 reviews

    Intermediate · Course · 1 - 4 Weeks

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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

  • P

    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

  • G

    Google Cloud

    Migrating an application and data from Apache Cassandraâ„¢ to DataStax Enterprise

    Skills you'll gain: Database Management, Data Migration, Apache Cassandra, Docker (Software), Databases, Operational Databases, Containerization, Database Application, Application Deployment, Data Import/Export, Cloud Deployment

    Beginner · Project · Less Than 2 Hours

  • Status: New
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    EDUCBA

    Apply ETL Testing Techniques for Retail Data Pipelines

    Skills you'll gain: Data Validation, Extract, Transform, Load, Test Case, Consolidation, Data Integrity, Data Transformation, Data Pipelines, Query Languages, SQL, Analytics

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Preparing and Aggregating Data for Visualizations using Cloud Dataprep

    Skills you'll gain: Data Visualization Software, Data Wrangling, Dashboard Creation, Data Manipulation, Google Cloud Platform, Data Import/Export, Data Transformation, Data Cleansing, Dataflow, Data Analysis, Sampling (Statistics), Course Development

    Beginner · Project · Less Than 2 Hours

  • Status: New
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    Status: Free Trial
    Free Trial
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    EDUCBA

    Master Sqoop for Data Transfer in Hadoop Ecosystems

    Skills you'll gain: Apache Hadoop, Apache Hive, Data Pipelines, Data Import/Export, Data Integration, MySQL, SQL, Relational Databases, Data Validation, File Management

    Beginner · Course · 1 - 4 Weeks

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

  • Persistent Data, Monitoring & Cost Optimization in AKS: Packt
  • Apply C++ Graphics to Visualize Pandemic Population Data: EDUCBA
  • Analyze Windows Data Ingestion with Splunk Projects: EDUCBA
  • Data Structures with C: Upgrade a Rocket Display Module: Coursera
  • Introduction to Data Engineering on Google Cloud - Français: Google Cloud
  • PyMongo Case Study - Aggregating Customer Data of a Bank: EDUCBA
  • The Power of Storytelling: How to Visualize Data in the Cloud: Google Cloud
  • Kafka for Developers - Data Contracts Using Schema Registry: Packt
  • Migrating an application and data from Apache Cassandraâ„¢ to DataStax Enterprise: Google Cloud
  • Apply ETL Testing Techniques for Retail Data Pipelines: EDUCBA

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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