Python with Plotly and Dash Training Course

Saigon Tower, 29 Lê Duẩn, Bến Nghé, District 1, Ho Chi Minh City, Vietnam

Description

Overview

Plotly is an open source visualization library for data visualization and analytics. Plotly provides many products including Dash, a Python and R framework for building analytic applications.

This instructor-led, live training (online or onsite) is aimed at data analysts who wish to build analytic applications using Python with Plotly and Dash.

By the end of this training, participants will be able to:

  • Set up a real-time interactive dashboard for streaming live updating data.
  • Build interactive dashboards using Python for data science solutions.
  • Secure interactive dashboards with advanced authentication methods.

Format of the Course

  • Interactive lecture and discussion.
  • Lots of exercises and practice.
  • Hands-on implementation in a live-lab environment.

Course Customization Options

  • To request a customized training for this course, please contact us to arrange.

Course Details :

Course Code : pyplotdash
Duration: 14 hours (usually 2 days including breaks)
Workday courses take place between 09:30 and 16:30
Requirements
– Python experience
Audience
– Data Analysts
Fees : 203240236 VND(Price per participant)
Venue : Ho Chi Minh City, Saigon Tower, Vietnam

Course Outline

Introduction

Data Science in Depth

  • What is Plotly? What is Dash?
  • Pandas overview
  • Numpy overview

Plotly Basics

  • Plots
  • Heatmaps

Preparing the Development Environment

  • Installing and configuring Plotly
  • Installing and configuring Dash

Dash Core Components

  • Using drowdown and slider components
  • Uploading CSV, XLS, and images
  • Working with Dash layouts
  • Converting Plotly plots to dashboards
  • Using callbacks
  • Working with inputs and outputs

Dash Dashboards

  • Pulling API data
  • Building a binance dashboard
  • Connecting Dash components
  • Using alpha vantage
  • Cleaning data
  • Controlling callbacks
  • Updating graphs
  • Working with layout updating

Deployment

  • Working with app authorization
  • Deploying with Heroku

Summary and Conclusion

REGISTER FOR THE COURSE

Add A Review


Please enter input field

sanu
NobleProg Limited
Training Service

Book your course now

Enquiry

Your enquiry submitted successfully

Enquiry Submission failed

Please enter input field(s)

Claim this course

To manage this course details kindly claim this course.