Audio Visual Courses

EuroPython Conference

Python & Visual Studio Code - Revolutionizing the Way You Do Data Science

Discover how Visual Studio Code, GitHub, Codespaces, and Azure ML enhance Python data science productivity. Learn about VS Code Notebooks, Data Wrangler, collaboration features, and deployment options.

• YouTube
• 25 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Audio Classification with Machine Learning

Learn to build practical machine learning models for audio classification using spectrograms, CNNs, and techniques like transfer learning and data augmentation with Keras and TensorFlow.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Audio Classification with Machine Learning

Learn practical techniques for audio classification using machine learning, including spectrograms, CNNs, and transfer learning. Explore applications in speech, music, medical diagnostics, and more using Keras and TensorFlow.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Python for Realtime Audio Processing in a Live Music Context

Explore real-time audio processing for live music using Python, leveraging the pyo module to augment acoustic instruments with digital capabilities and create unique sonic experiences.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Visual Debugger for Jupyter Notebooks - Myth or Reality?

Explore the challenges and possibilities of implementing a visual debugger for Jupyter Notebooks, including architecture insights and current limitations in existing tools.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Get Productive with Python in Visual Studio Code

Maximize Python productivity with Visual Studio Code: from basic setup to advanced features like debugging, testing, and collaborative coding. Learn tips and tricks for efficient development.

• YouTube
• 45 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

From Zero to Azure with Python, Docker Containers, and Visual Studio Code

Aprenda a criar e implantar aplicativos web Python no Azure usando Docker e Visual Studio Code. Explore notebooks Jupyter hospedados e armazenamento de dados com CosmosDB. Ideal para iniciantes em nuvem e contêineres.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Building a Real-Time Embedded Audio Sampling Application with MicroPython

Explore real-time embedded audio sampling using MicroPython on the pyboard. Learn design, testing, and implementation of a voice recording and playback system for practical applications.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

PASS Data Community Summit

Charticulator - Create Custom Visual with No Code in Power BI

Learn to create custom Power BI visuals using Charticulator without coding. Explore the tool's environment, chart creation process, and importing custom visuals into Power BI desktop.

• YouTube
• 52 minutes
• Self-Paced
• Conference Talk

PASS Data Community Summit

Advanced R Analytics in SS2016 Using R Tools for Visual Studio

Explore advanced R analytics using R Tools for Visual Studio, covering predictive modeling, data access, parallelization, and integration with SQL Server for improved performance and efficiency.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Conference Talk

EuroPython Conference

Python, Visual Studio Code, Copilot - Revolutionizing the Way You Do Data Science

Explore how Visual Studio Code, GitHub, Codespaces, and Copilot enhance data science workflows, boosting productivity through advanced tools like VS Code Notebooks, Data Wrangler, and AI-assisted coding.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Working with Audio in Python - feat. Pedalboard

Explore digital audio processing in Python using Pedalboard, a powerful library that simplifies audio manipulation, file handling, and plugin integration for musicians and developers alike.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

Rust

Amp Up Web Audio Applications with Rust and WebAssembly

Explore creating efficient browser-based audio applications using Rust and WebAssembly, leveraging the Web Audio API for cross-platform creative tools.

• YouTube
• 24 minutes
• Self-Paced
• Conference Talk

Rust

Perceptual Hashing: Finding Visual Similarities Between Images - Rust and Tell

Explore perceptual hashing techniques for identifying visual similarities between images, with practical applications and insights shared by Jan Stępień.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

JSConf

Modular Audio Visualisation with modV

Create real-time audio visualizations using web technologies like Web Audio, WebGL, and Canvas 2D. Learn to build modular, portable systems for stunning visual performances.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Conference Talk