Python with Plotly and Dash Training Course
Plotly is an open-source visualization library designed for data visualization and analytics. The Plotly ecosystem offers a range of products, including Dash, a framework in Python and R for constructing analytic applications.
This instructor-led, live training (available online or on-site) is tailored for data analysts looking to develop analytic applications using Python along with Plotly and Dash.
Upon completion of this training, participants will be able to:
- Establish real-time interactive dashboards for streaming live-updating data.
- Create interactive dashboards using Python for data science solutions.
- Secure interactive dashboards by implementing advanced authentication methods.
Course Format
- Interactive lectures and discussions.
- Extensive exercises and practical sessions.
- Hands-on implementation within a live-lab environment.
Course Customization Options
- To request a customized training for this course, please contact us to make arrangements.
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 dropdown 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
Requirements
Prerequisites
- Experience with Python
Audience
- Data Analysts
Open Training Courses require 5+ participants.
Python with Plotly and Dash Training Course - Booking
Python with Plotly and Dash Training Course - Enquiry
Python with Plotly and Dash - Consultancy Enquiry
Testimonials (3)
Content and example. virtual computer is helpful (my version of anaconda does not have Dash library yet)
Jennifer Ni - AllianceBernstein
Course - Python with Plotly and Dash
I did like that there was a prominent hands on component. Kritika was very personable, knowledgeable, and helpful.
Noah Zarr - AllianceBernstein
Course - Python with Plotly and Dash
Instructor is an expert in her subject matter. Teaching over zoom can be difficult since it's hard to gauge your audience but the instructor did great.
Nicolo Menez - AllianceBernstein
Course - Python with Plotly and Dash
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