Dataflow

Dataflow is a programming model used for processing large volumes of data. Coursera's Dataflow skill catalogue teaches you about the design and implementation of data pipelines that enable efficient, reliable, distributed data processing. You'll learn about the concepts of parallel processing, windowing, and watermarks in data streaming. You'll also gain insights on how to effectively manage and transform immutable collections of data, understand event time and processing time, and design scalable real-time data processing architectures. This knowledge is beneficial to data engineers, data scientists, and anyone looking to enhance their skills in handling vast quantities of data in real-time scenarios.
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Results for "dataflow"

  • Status: Free Trial

    Google Cloud

    Skills you'll gain: Feature Engineering, Responsible AI, Tensorflow, Exploratory Data Analysis, Data Quality, Machine Learning, Keras (Neural Network Library), Applied Machine Learning, Scikit Learn (Machine Learning Library), Google Cloud Platform, MLOps (Machine Learning Operations), Supervised Learning, Machine Learning Algorithms, Data Strategy, Data Pipelines, Predictive Modeling, Artificial Neural Networks, Dataflow, Performance Tuning, Deep Learning

    4.6
    Rating, 4.6 out of 5 stars
    448 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial

    Duke University

    Skills you'll gain: Performance Analysis, Apache Airflow, Workflow Management, Performance Tuning, Scalability, Database Management Systems, Dataflow, Data Infrastructure, Database Management, Database Systems, Data Pipelines, Data Warehousing, Data Architecture, Operational Databases, Real Time Data, MySQL, Data Import/Export, Data Transformation, Middleware

    4.4
    Rating, 4.4 out of 5 stars
    16 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial

    Google Cloud

    Skills you'll gain: Dataflow, Real Time Data, Data Pipelines, Google Cloud Platform, Big Data, Data Storage Technologies, Analytics, Data Processing, Serverless Computing, Scalability, Cloud Services

    4.8
    Rating, 4.8 out of 5 stars
    36 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview

    IBM

    Skills you'll gain: Multi-Cloud, Data Architecture, Dataflow, Data Management, Regulatory Compliance, Information Architecture, Cloud Management, Data Infrastructure, Data Strategy, AI Product Strategy, Data Science, Data Security, Strategic Planning

    4.6
    Rating, 4.6 out of 5 stars
    35 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial

    Google Cloud

    Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, MLOps (Machine Learning Operations), Looker (Software), Cloud Storage, Data Warehousing, Real Time Data, Data Lakes, Data Processing, Cloud Engineering, Big Data, Unstructured Data, Systems Design, Cloud Infrastructure, Data Infrastructure, Dashboard, Extract, Transform, Load, Tensorflow, Analytics

    4.4
    Rating, 4.4 out of 5 stars
    296 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Google Cloud

    Skills you'll gain: Dataflow, Google Cloud Platform, NoSQL, Cloud Storage, Data Pipelines, Data Integration, Data Storage Technologies, Data Processing, Big Data, Data Validation

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial

    Google Cloud

    Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Real Time Data, Data Processing, Systems Design, Cloud Engineering, Data Lakes, Big Data, Dashboard, Cloud Infrastructure, Data Infrastructure, MLOps (Machine Learning Operations), Tensorflow, Data Warehousing, Extract, Transform, Load, Cloud Storage, Applied Machine Learning, Data Modeling, Data Visualization Software

    4.7
    Rating, 4.7 out of 5 stars
    814 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial

    Google Cloud

    Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Real Time Data, Big Data, Data Processing, Advanced Analytics, SQL, Serverless Computing, Performance Tuning, Scalability

    4.6
    Rating, 4.6 out of 5 stars
    8 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial

    Google Cloud

    Skills you'll gain: Feature Engineering, Dataflow, Tensorflow, MLOps (Machine Learning Operations), Data Transformation, Data Processing, Data Store, Keras (Neural Network Library), Data Modeling, Machine Learning, Python Programming, Statistical Methods

    4.4
    Rating, 4.4 out of 5 stars
    37 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial

    University of Washington

    Skills you'll gain: Big Data, Relational Databases, Database Systems, Dataflow, Databases, Data Science, Data Manipulation, Data Processing, NoSQL, Apache Spark, Distributed Computing, Apache Hadoop, SQL, Data Analysis, Query Languages, Cloud Computing, Scalability, Graph Theory, Python Programming, Algorithms

    4.3
    Rating, 4.3 out of 5 stars
    770 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial

    Google Cloud

    Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Real Time Data, Big Data, Data Processing, Data Storage Technologies, Query Languages, Serverless Computing, SQL, Performance Tuning, Scalability

    4.8
    Rating, 4.8 out of 5 stars
    18 reviews

    Intermediate · Course · 1 - 3 Months

  • Google Cloud

    Skills you'll gain: Dataflow, Data Validation, Google Cloud Platform, Data Import/Export, Data Infrastructure, Database Development, Big Data, Cloud Storage

    Beginner · Project · Less Than 2 Hours