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TORRENT DETAILS
Udemy - Building Big Data Pipelines With PySpark + MongoDB + Bokeh
TORRENT SUMMARY
Status:
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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
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FILE LIST
Filename
Size
~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
