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Udemy - Spatial Data Visualization And Machine Learning In Python
TORRENT SUMMARY
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Building an Analytics Dashboard to Analyze and Predict Quakes using Bokeh and Python
What you'll learn
Data Visualization
Data Analysis
Data Transformation and Manipulation
Python and Bokeh
Geospatial Machine Learning
Geo Mapping
Python Programming
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
94.5 MB
~Get Your Files Here !/1. Introduction/1. Introduction.srt
14.4 KB
~Get Your Files Here !/2. Setup and Installations/1. Python Installation.mp4
19.2 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 Bokeh.mp4
34.1 MB
~Get Your Files Here !/2. Setup and Installations/2. Installing Bokeh.srt
4.3 KB
~Get Your Files Here !/3. Data Preparation/1. Data Preparation.mp4
116 MB
~Get Your Files Here !/3. Data Preparation/1. Data Preparation.srt
21.5 KB
~Get Your Files Here !/4. Data Visualization/1. Creating a Bar Chart.mp4
77.6 MB
~Get Your Files Here !/4. Data Visualization/1. Creating a Bar Chart.srt
13.9 KB
~Get Your Files Here !/4. Data Visualization/2. Creating a Line Chart.mp4
54.8 MB
~Get Your Files Here !/4. Data Visualization/2. Creating a Line Chart.srt
10.9 KB
~Get Your Files Here !/4. Data Visualization/3. Creating a Doughnut Chart.mp4
103.2 MB
~Get Your Files Here !/4. Data Visualization/3. Creating a Doughnut Chart.srt
19.1 KB
~Get Your Files Here !/4. Data Visualization/4. Creating a Magnitude Plot.mp4
146.1 MB
~Get Your Files Here !/4. Data Visualization/4. Creating a Magnitude Plot.srt
26.2 KB
~Get Your Files Here !/4. Data Visualization/5. Creating a Geo Map Plot.mp4
96.5 MB
~Get Your Files Here !/4. Data Visualization/5. Creating a Geo Map Plot.srt
17.7 KB
~Get Your Files Here !/4. Data Visualization/6. Creating a Grid Plot.mp4
77.5 MB
~Get Your Files Here !/4. Data Visualization/6. Creating a Grid Plot.srt
11 KB
~Get Your Files Here !/5. Machine Learning/1. Data Pre-processing.mp4
114.5 MB
~Get Your Files Here !/5. Machine Learning/1. Data Pre-processing.srt
17.7 KB
~Get Your Files Here !/5. Machine Learning/2. Building a Predictive Model.mp4
102.3 MB
~Get Your Files Here !/5. Machine Learning/2. Building a Predictive Model.srt
16 KB
~Get Your Files Here !/5. Machine Learning/3. Building a Prediction Dataset.mp4
31.7 MB
~Get Your Files Here !/5. Machine Learning/3. Building a Prediction Dataset.srt
6.4 KB
~Get Your Files Here !/6. Building the Dashboard/1. Adding predicted data to our plots - Part 1.mp4
74 MB
~Get Your Files Here !/6. Building the Dashboard/1. Adding predicted data to our plots - Part 1.srt
10.3 KB
~Get Your Files Here !/6. Building the Dashboard/2. Adding predicted data to our plots - Part 2.mp4
74.4 MB
~Get Your Files Here !/6. Building the Dashboard/2. Adding predicted data to our plots - Part 2.srt
10.9 KB
~Get Your Files Here !/6. Building the Dashboard/3. Adding predicted data to our plots - Part 3.mp4
77.1 MB
~Get Your Files Here !/6. Building the Dashboard/3. Adding predicted data to our plots - Part 3.srt
12.2 KB
~Get Your Files Here !/6. Building the Dashboard/4. Adding the Grid Plot.mp4
50.3 MB
~Get Your Files Here !/6. Building the Dashboard/4. Adding the Grid Plot.srt
7 KB
~Get Your Files Here !/7. Creating the Dashboard Server/1. Installing Visual Studio Code.mp4
6 MB
~Get Your Files Here !/7. Creating the Dashboard Server/1. Installing Visual Studio Code.srt
952 B
~Get Your Files Here !/7. Creating the Dashboard Server/2. Creating the Project and Virtual Environment.mp4
43.8 MB
~Get Your Files Here !/7. Creating the Dashboard Server/2. Creating the Project and Virtual Environment.srt
7.6 KB
~Get Your Files Here !/7. Creating the Dashboard Server/3. Building and Running the Server.mp4
67.8 MB
~Get Your Files Here !/7. Creating the Dashboard Server/3. Building and Running the Server.srt
10.7 KB
~Get Your Files Here !/8. Project Source Code/1. Source Code and Notebook.html
