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Udemy - Building Big Data Pipelines with PySpark + MongoDB + Bokeh

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Size
1.6 GB
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1
Files
51
Category
Other
Added
10/13/22 at 9:41pm GMT+1
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5fb478044af88991951f154ec413414931e97272

Description
[ DevCourseWeb.com ] Building Big Data Pipelines with PySpark + MongoDB + Bokeh



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Last updated 2/2020

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English + srt | Duration: 25 lectures (5h 4m) | Size: 1.68 GB



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



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



Get More Tutorials and Support Us -->> https://FreeCourseWeb.com



We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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File list
  • Udemy - Building Big Data Pipelines with PySpark + MongoDB + Bokeh
  • ~Get Your Files Here !/1. Introduction/1. Introduction.mp4 70 MB
  • ~Get Your Files Here !/1. Introduction/1. Introduction.srt 10 KB
  • ~Get Your Files Here !/2. Setup and Installations/1. Python Installation.mp4 19.3 MB
  • ~Get Your Files Here !/2. Setup and Installations/1. Python Installation.srt 3.5 KB
  • ~Get Your Files Here !/2. Setup and Installations/2. Installing Third Party Libraries.mp4 21 MB
  • ~Get Your Files Here !/2. Setup and Installations/2. Installing Third Party Libraries.srt 3.3 KB
  • ~Get Your Files Here !/2. Setup and Installations/3. Installing Apache Spark.mp4 67 MB
  • ~Get Your Files Here !/2. Setup and Installations/3. Installing Apache Spark.srt 12.6 KB
  • ~Get Your Files Here !/2. Setup and Installations/4. Installing Java (Optional).mp4 28.2 MB
  • ~Get Your Files Here !/2. Setup and Installations/4. Installing Java (Optional).srt 4.6 KB
  • ~Get Your Files Here !/2. Setup and Installations/5. Testing Apache Spark Installation.mp4 39.2 MB
  • ~Get Your Files Here !/2. Setup and Installations/5. Testing Apache Spark Installation.srt 5.1 KB
  • ~Get Your Files Here !/2. Setup and Installations/6. Installing MongoDB.mp4 25.8 MB
  • ~Get Your Files Here !/2. Setup and Installations/6. Installing MongoDB.srt 3.8 KB
  • ~Get Your Files Here !/2. Setup and Installations/7. Installing NoSQL Booster for MongoDB.mp4 27 MB
  • ~Get Your Files Here !/2. Setup and Installations/7. Installing NoSQL Booster for MongoDB.srt 7.9 KB
  • ~Get Your Files Here !/3. Data Processing with PySpark and MongoDB/1. Integrating PySpark with Jupyter Notebook.mp4 23.6 MB
  • ~Get Your Files Here !/3. Data Processing with PySpark and MongoDB/1. Integrating PySpark with Jupyter Notebook.srt 4.5 KB
  • ~Get Your Files Here !/3. Data Processing with PySpark and MongoDB/2. Data Extraction.mp4 103.4 MB
  • ~Get Your Files Here !/3. Data Processing with PySpark and MongoDB/2. Data Extraction.srt 19.6 KB
  • ~Get Your Files Here !/3. Data Processing with PySpark and MongoDB/3. Data Transformation.mp4 74.3 MB
  • ~Get Your Files Here !/3. Data Processing with PySpark and MongoDB/3. Data Transformation.srt 14.2 KB
  • ~Get Your Files Here !/3. Data Processing with PySpark and MongoDB/4. Loading Data into MongoDB.mp4 75.9 MB
  • ~Get Your Files Here !/3. Data Processing with PySpark and MongoDB/4. Loading Data into MongoDB.srt 9.9 KB
  • ~Get Your Files Here !/3. Data Processing with PySpark and MongoDB/4.1 commands.txt 229 B
  • ~Get Your Files Here !/4. Machine Learning with PySpark and MLlib/1. Data Pre-processing.mp4 105.2 MB
  • ~Get Your Files Here !/4. Machine Learning with PySpark and MLlib/1. Data Pre-processing.srt 14.3 KB
  • ~Get Your Files Here !/4. Machine Learning with PySpark and MLlib/2. Building the Predictive Model.mp4 59.7 MB
  • ~Get Your Files Here !/4. Machine Learning with PySpark and MLlib/2. Building the Predictive Model.srt 9.1 KB
  • ~Get Your Files Here !/4. Machine Learning with PySpark and MLlib/3. Creating the Prediction Dataset.mp4 43.9 MB
  • ~Get Your Files Here !/4. Machine Learning with PySpark and MLlib/3. Creating the Prediction Dataset.srt 6 KB
  • ~Get Your Files Here !/5. Data Visualization/1. Loading the Data Sources from MongoDB.mp4 80 MB
  • ~Get Your Files Here !/5. Data Visualization/1. Loading the Data Sources from MongoDB.srt 13.2 KB
  • ~Get Your Files Here !/5. Data Visualization/2. Creating a Map Plot.mp4 167.3 MB
  • ~Get Your Files Here !/5. Data Visualization/2. Creating a Map Plot.srt 24.7 KB
  • ~Get Your Files Here !/5. Data Visualization/3. Creating a Bar Chart.mp4 43.9 MB
  • ~Get Your Files Here !/5. Data Visualization/3. Creating a Bar Chart.srt 7.3 KB
  • ~Get Your Files Here !/5. Data Visualization/4. Creating a Magnitude Plot.mp4 76.3 MB
  • ~Get Your Files Here !/5. Data Visualization/4. Creating a Magnitude Plot.srt 11.2 KB
  • ~Get Your Files Here !/5. Data Visualization/5. Creating a Grid Plot.mp4 53.9 MB
  • ~Get Your Files Here !/5. Data Visualization/5. Creating a Grid Plot.srt 7.9 KB
  • ~Get Your Files Here !/6. Creating the Data Pipeline Scripts/1. Installing Visual Studio Code.mp4 28 MB
  • ~Get Your Files Here !/6. Creating the Data Pipeline Scripts/1. Installing Visual Studio Code.srt 4.6 KB
  • ~Get Your Files Here !/6. Creating the Data Pipeline Scripts/2. Creating the PySpark ETL Script.mp4 130.2 MB
  • ~Get Your Files Here !/6. Creating the Data Pipeline Scripts/2. Creating the PySpark ETL Script.srt 17.1 KB
  • ~Get Your Files Here !/6. Creating the Data Pipeline Scripts/3. Creating the Machine Learning Script.mp4 157.1 MB
  • ~Get Your Files Here !/6. Creating the Data Pipeline Scripts/3. Creating the Machine Learning Script.srt 19.9 KB
  • ~Get Your Files Here !/6. Creating the Data Pipeline Scripts/4. Creating the Dashboard Server.mp4 160.4 MB
  • ~Get Your Files Here !/6. Creating the Data Pipeline Scripts/4. Creating the Dashboard Server.srt 18 KB
  • ~Get Your Files Here !/7. Source Code and Notebook/1. Source Code and Notebook.html 191 B
  • ~Get Your Files Here !/Bonus Resources.txt 386 B

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