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YouTube

Data Visualization GUIs with Dash and Python

via YouTube

Overview

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This course aims to teach learners how to create interactive data visualization GUIs using Dash and Python. By the end of the course, students will be able to build dynamic graphs based on user input, develop live graphs with events, create applications using vehicle sensor data, perform sentiment analysis using TextBlob and VADER Sentiment, stream tweets and analyze sentiment, and deploy Dash applications. The course employs a hands-on approach, allowing students to learn through practical examples and projects. This course is intended for individuals interested in data visualization, GUI development, and Python programming.

Syllabus

Intro - Data Visualization GUIs with Dash and Python p.1.
Interactive User Interface - Data Visualization GUIs with Dash and Python p.2.
Dynamic Graph based on User Input - Data Visualization GUIs with Dash and Python p.3.
Live Graphs with Events - Data Visualization GUIs with Dash and Python p.4.
Vehicle sensor data App Example - Data Visualization GUIs with Dash and Python p.5.
Sentiment Analysis in Python with TextBlob and VADER Sentiment (also Dash p.6).
Streaming Tweets and Sentiment - Data Visualization GUIs with Dash and Python p.7.
Reading from our sentiment database - Data Visualization GUIs with Dash and Python p.8.
Live Twitter Sentiment Graph - Data Visualization GUIs with Dash and Python p.9.
Dynamically Graphing Terms for Sentiment - Data Visualization GUIs with Dash and Python p.10.
Deploy Dash App - Data Visualization GUIs with Dash and Python p.11.
Full Dash App - Data Visualization GUIs with Dash and Python p.12.

Taught by

sentdex

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