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    3. Building Big Data Pipelines with PySpark + MongoDB + Bokeh

    Building Big Data Pipelines with PySpark + MongoDB + Bokeh

    Posted By: lucky_aut
    Date: 17 Oct 2022 07:49:59
    Building Big Data Pipelines with PySpark + MongoDB + Bokeh

    Building Big Data Pipelines with PySpark + MongoDB + Bokeh
    Duration: 5h 4m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 1.64 GB
    Genre: eLearning | Language: English

    Build intelligent data pipelines with big data processing and machine learning technologies

    What you'll learn:
    PySpark Programming
    Data Analysis
    Python and Bokeh
    Data Transformation and Manipulation
    Data Visualization
    Big Data Machine Learning
    Geo Mapping
    Geospatial Machine Learning
    Creating Dashboards

    Requirements:
    Basic Understanding of Python
    Little or no understanding of GIS
    Basic understanding of Programming concepts
    Basic understanding of Data
    Basic understanding of what Machine Learning is

    Description:
    Welcome to the ​Building Big Data Pipelines with PySpark & MongoDB & Bokeh​ course. In
    this course we will be building an intelligent data pipeline using big data technologies like
    Apache Spark and MongoDB.

    We will be building an ETLP pipeline, ETLP stands for Extract Transform Load and Predict.
    These are the different stages of the data pipeline that our data has to go through in order for it
    to become useful at the end. Once the data has gone through this pipeline we will be able to
    use it for building reports and dashboards for data analysis.

    The data pipeline that we will build will comprise of data processing using PySpark, Predictive
    modelling using Spark’s MLlib machine learning library, and data analysis using MongoDB and
    Bokeh.

    You will learn how to create data processing pipelines using PySpark
    You will learn machine learning with geospatial data using the Spark MLlib library
    You will learn data analysis using PySpark, MongoDB and Bokeh, inside of jupyter notebook
    You will learn how to manipulate, clean and transform data using PySpark dataframes
    You will learn basic Geo mapping
    You will learn how to create dashboards
    You will also learn how to create a lightweight server to serve Bokeh dashboards

    Who this course is for:
    Python Developers at any level
    Developers at any level
    Machine Learning engineers at any level
    Data Scientists at any level
    The curious mind
    GIS Developers at any level

    More Info

    Please check out others courses in your favourite language and bookmark them
    English - German - Spanish - French - Italian
    UPWARDS