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    You are at:Home»Development»PySpark for Data Science – Intermediate
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    PySpark for Data Science – Intermediate

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    PySpark for Data Science - Intermediate - Online Course Download
    PySpark for Data Science - Intermediate - Online Course Download
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    Data Science Development free online course free udemy paid course freecourse freecoursesite PySpark udemy course download udemy free download

    What you'll learn :

    PySpark for Data Science – Intermediate
    This module on PySpark Tutorials aims to explain the intermediate concepts such as those like the use of Spark session in case of later versions and the use of Spark Config and Spark Context in case of earlier versions.
    his will also help you in understanding how the Spark related environment is set up, concepts of Broadcasting and accumulator, other…

    Requirements :

    The pre-requisite of these PySpark Tutorials is not much except that the person should be well familiar and should have a great hands-on experience in any of the languages such as Java, Python or Scala, or their equivalent. The other prerequisites include the development background and the sound and fundamental knowledge of big data concepts and ecosystem as Spark API is based on top of big data Hadoop only. Others include the knowledge of real-time streaming and how big data works along with a sound knowledge of analytics and the quality of prediction related to the machine learning model.

    Description :

    This module on PySpark Tutorials aims to explain the intermediate concepts such as those like the use of Spark session in case of later versions and the use of Spark Config and Spark Context in case of earlier versions. This will also help you in understanding how the Spark-related environment is set up, concepts of Broadcasting and accumulator, other optimization techniques include those like parallelism, tungsten, and catalyst optimizer. You will also be taught about the various compression techniques such as Snappy and Zlib.

    We will learn the following in this course:
    Regression
    Linear Regression
    Output Column
    Test Data
    Prediction
    Generalized Linear Regression
    Forest Regression
    Classification
    Binomial Logistic Regression
    Multinomial Logistic Regression
    Decision Tree
    Random Forest
    Clustering
    K-Means Model

    Pyspark is a big data solution that is applicable for real-time streaming using Python programming language and provides a better and efficient way to do all kinds of calculations and computations. It is also probably the best solution in the market as it is interoperable i.e. Pyspark can easily be managed along with other technologies and other components of the entire pipeline. The earlier big data and Hadoop techniques included batch time processing techniques.

    PySpark for Data Science – Intermediate

    One unique feature which comes along with Pyspark is the use of datasets and not data frames as the latter is not provided by Pyspark. Practitioners need more tools that are often more reliable and faster when it comes to streaming real-time data. The earlier tools such as Map-reduce made use of the map and the reduced concepts which included using the mappers, then shuffling or sorting, and then reducing them into a single entity. This MapReduce provided a way of parallel computation and calculation. The Pyspark makes use of in-memory techniques that don’t make use of the space storage being put into the hard disk. It provides a general-purpose and a faster computation unit.

    Who this course is for :

    The target audience for these PySpark Tutorials includes ones such as developers, analysts, software programmers, consultants, data engineers, data scientists, data analysts, software engineers, Big data programmers, Hadoop developers. Other audience includes ones such as students and entrepreneurs who are looking to create something of their own in the space of big data
    Published 7/2021

    Course Size Details :

    2 hours on-demand video
    Full lifetime access
    Access on mobile and TV
    Certificate of completion

    View Demo

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