| 1. Adding predicted data to our plots - Part 1.mp4 | 74 MB | ||
| 1. Adding predicted data to our plots - Part 1.srt | 10.3 KB | ||
| 1. Creating a Bar Chart.mp4 | 77.6 MB | ||
| 1. Creating a Bar Chart.srt | 13.9 KB | ||
| 1. Data Pre-processing.mp4 | 114.5 MB | ||
| 1. Data Pre-processing.srt | 17.7 KB | ||
| 1. Data Preparation.mp4 | 116 MB | ||
| 1. Data Preparation.srt | 21.5 KB | ||
| 1. Installing Visual Studio Code.mp4 | 6 MB | ||
| 1. Installing Visual Studio Code.srt | 921.6 B | ||
| 1. Introduction.mp4 | 94.5 MB | ||
| 1. Introduction.srt | 14.4 KB | ||
| 1. Python Installation.mp4 | 19.2 MB | ||
| 1. Python Installation.srt | 3.5 KB | ||
| 1. Source Code and Notebook.html | 204.8 B | ||
| 2. Adding predicted data to our plots - Part 2.mp4 | 74.4 MB | ||
| 2. Adding predicted data to our plots - Part 2.srt | 10.9 KB | ||
| 2. Building a Predictive Model.mp4 | 102.3 MB | ||
| 2. Building a Predictive Model.srt | 16 KB | ||
| 2. Creating a Line Chart.mp4 | 54.8 MB | ||
| 2. Creating a Line Chart.srt | 10.9 KB | ||
| 2. Creating the Project and Virtual Environment.mp4 | 43.8 MB | ||
| 2. Creating the Project and Virtual Environment.srt | 7.6 KB | ||
| 2. Installing Bokeh.mp4 | 34.1 MB | ||
| 2. Installing Bokeh.srt | 4.3 KB | ||
| 3. Adding predicted data to our plots - Part 3.mp4 | 77.1 MB | ||
| 3. Adding predicted data to our plots - Part 3.srt | 12.2 KB | ||
| 3. Building a Prediction Dataset.mp4 | 31.7 MB | ||
| 3. Building a Prediction Dataset.srt | 6.4 KB | ||
| 3. Building and Running the Server.mp4 | 67.8 MB | ||
| 3. Building and Running the Server.srt | 10.7 KB | ||
| 3. Creating a Doughnut Chart.mp4 | 103.2 MB | ||
| 3. Creating a Doughnut Chart.srt | 19.1 KB | ||
| 4. Adding the Grid Plot.mp4 | 50.3 MB | ||
| 4. Adding the Grid Plot.srt | 7 KB | ||
| 4. Creating a Magnitude Plot.mp4 | 146.1 MB | ||
| 4. Creating a Magnitude Plot.srt | 26.2 KB | ||
| 5. Creating a Geo Map Plot.mp4 | 96.5 MB | ||
| 5. Creating a Geo Map Plot.srt | 17.7 KB | ||
| 6. Creating a Grid Plot.mp4 | 77.5 MB | ||
| 6. Creating a Grid Plot.srt | 11 KB | ||
| Bonus Resources.txt | 409.6 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 43 total files | |||
Spatial Data Visualization and Machine Learning in Python
https://DevCourseWeb.com
Last updated 06/2020
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 21 lectures (4h 42m) | Size: 1.46 GB
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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| 782.4 MB | freecoursewb | 3 years | 0 | 0 | |
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