Altair Courses and Certifications

Finding Relationships in Data with Python

42 ratings at Pluralsight

This course covers the important techniques of exploring data in order to find relationships between variables, including techniques to summarize and describe your data, and several powerful visualization tools to express relationships in that data.

• Pluralsight
• 2 hours 5 minutes
• On-Demand
• Free Trial Available

OMGenomics

Genes and Geography - A Bioinformatics Project

Comprehensive bioinformatics walkthrough: analyze population genotype data using PCA/TSNE, from data acquisition to visualization, with practical coding in Python and Colab.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Build Your First Data Visualization with Altair

This course will teach you how to build a simple data visualization using the Altair API in Python.

• Pluralsight
• 41 minutes
• On-Demand
• Free Trial Available

Samuel Chan

Data Visualization in Python - Altair Scales, Axes, and Legends - Lecture 4

Master Altair's scales, axes, and legends for effective data visualization in Python. Learn to customize charts, enhance readability, and extract insights using advanced techniques and color encoding.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

Samuel Chan

Data Visualization in Python - Altair Data Preparation Techniques

Explore data preparation techniques in Altair for effective visualization, including aggregation, binning, time unit transforms, and filtering to shape and analyze your data effectively.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Samuel Chan

Data Visualization in Python - Building Blocks of Altair - Tutorial Series Part 2

Explore Altair's fundamental components for data visualization in Python, including data types, graphical marks, and visual encoding channels. Learn to create interactive and customizable charts.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Samuel Chan

Data Visualization in Python - Altair 4.2 Tutorial

Comprehensive tutorial on Altair for data visualization in Python, covering setup, basic plots, customization, interactivity, and advanced features. Ideal for beginners and intermediate users.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Samuel Chan

Dashboard Frontend with PyScript, Altair, and MDBootstrap - Part 2

Learn to build an interactive dashboard using PyScript, Altair, and MDBootstrap. Covers data manipulation, JavaScript element handling, Font Awesome integration, and custom CSS styling for fitness tracker data visualization.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Samuel Chan

Building Dashboards with PyScript and Altair - Part 1

Learn to build interactive dashboards using PyScript, Altair, and Pandas. Create visually appealing data visualizations from fitness tracker data with step-by-step guidance on data processing and chart customization.

• YouTube
• 1 hour 29 minutes
• On-Demand
• Free Video

Samuel Chan

Building an Interactive Dashboard with PyScript and Altair - Tutorial 3

Learn to create an interactive dashboard using PyScript and Altair, from setup to deployment. Covers importing dependencies, building visualizations, and deploying the final product on GitHub Pages.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Alan Turing Institute

Vega: Layered Abstractions for Data Visualizations

Explore Vega's ecosystem of declarative visualization languages and interactive tools for creating rich, interactive visualizations with layered abstractions and flexible designs.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

EuroPython Conference

The Python Data Visualization Landscape in 2020

Explore Python's data visualization libraries including Matplotlib, Plotly, Bokeh, and Altair. Learn about dashboarding solutions like Dash, Panel, and Voila, and understand their key features and recent developments.

• YouTube
• 31 minutes
• On-Demand
• Conference Talk

PyCon US

How to Create Beautiful Interactive GUIs and Web Apps

Learn to create interactive GUIs and web apps using streamlit in Python. Hands-on exercises cover basics, data visualization, custom layouts, and integration with popular libraries for effective data science projects.

• YouTube
• 1 hour 58 minutes
• On-Demand
• Conference Talk

Keith Galli

Build Awesome Web Apps and Dashboards with Python - Full Shiny for Python Course

Learn to build, customize, and deploy interactive web apps and dashboards using Shiny for Python. Master reactivity, layouts, and integration with popular visualization libraries for professional-looking applications.

• YouTube
• 2 hours 53 minutes
• On-Demand
• Free Video

PyCon US

Python and Data Storytelling - Avoiding Deaths by PowerPoint

Explore innovative Python tools and data storytelling techniques to create engaging, interactive presentations that captivate audiences and enhance information retention.

• YouTube
• 33 minutes
• On-Demand
• Free Video