Audio Visual Courses

Nicholas Renotte

Build a Deep Audio Classifier with Python and Tensorflow

Learn to build a deep audio classifier using Python and TensorFlow, covering data loading, preprocessing, model creation, and prediction for audio classification tasks.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Yannic Kilcher

NÜWA - Visual Synthesis Pre-training for Neural Visual World Creation

Explore NÜWA, a unified multimodal model for visual synthesis tasks. Learn about its 3D transformer framework, 3D Nearby Attention mechanism, and applications in text-to-image/video generation and manipulation.

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

Yannic Kilcher

Involution - Inverting the Inherence of Convolution for Visual Recognition

Explores involution, a novel neural network operation inverting convolution principles. Compares it to self-attention, demonstrating improved performance and efficiency in various computer vision tasks.

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

Yannic Kilcher

VirTex- Learning Visual Representations from Textual Annotations

Explore VirTex, a novel approach to visual representation learning using high-quality image captions, outperforming traditional methods with fewer images for various computer vision tasks.

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

Aleksa Gordić - The AI Epiphany

High Fidelity Neural Audio Compression - Paper & Code Explained

Explore neural audio compression techniques achieving 10x compression rates, with in-depth analysis of paper and code implementation, including VQ-VAE, VQ-GAN, and AudioGen applications.

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

Aleksa Gordić - The AI Epiphany

AudioGen- Textually Guided Audio Generation - Paper Explained

Explore text-guided audio synthesis with AudioGen, delving into its architecture, audio representation, language modeling, and innovative approaches for generating diverse sounds from textual descriptions.

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

Thorlabs

Raster Scan Using Visual Studio and C# Programming - Kinesis BBD300 Series - Thorlabs Insights

Step-by-step tutorial on programming a bidirectional raster scan for Thorlabs' Kinesis® BBD300 motor controller using C# and Visual Studio®. Covers device setup, move methods, and scan implementation.

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

Visual Studio Code for PHP Developers

Explore Visual Studio Code's powerful features for PHP development, from file management to debugging, Git integration, and Laravel support.

• Laracasts
• 1 hour 15 minutes
• Self-Paced
• Paid Course

LearnWebCode

Visual Studio Code Tips, Tricks, Keyboard Shortcuts and Features Tutorial

Discover essential VS Code features, shortcuts, and productivity hacks to streamline your coding workflow and boost efficiency in this comprehensive tutorial.

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

Corey Schafer

Visual Studio Code - Setting Up a Python Development Environment and Complete Overview

Comprehensive guide to setting up and optimizing a Python development environment in Visual Studio Code on Mac, covering installation, extensions, settings, debugging, and best practices.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Corey Schafer

Visual Studio Code - Setting up a Python Development Environment and Complete Overview

Comprehensive guide to setting up and optimizing a Python development environment in Visual Studio Code on Windows, covering essential features and best practices for efficient coding.

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

Audio Analytics with Azure Automated ML for Music Genre Classification

Explore audio analytics using Azure Automated ML, including spectrograms, Fast Fourier Transform, and music genre classification through hands-on demos and practical applications.

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

New Visual Studio 2022 Features - AI Assistance, Debugging, and Customization

Explore new Visual Studio 2022 features: AI-assisted coding, improved debugging, hot reload for ASP.NET, and customization options to enhance developer productivity and code quality.

• YouTube
• 1 hour
• Self-Paced
• Free Video

New Capabilities in Form Recognizer and PyTorch in Visual Studio Code - Episode 6

Explore new Form Recognizer capabilities for efficient document processing and learn about PyTorch integration in Visual Studio Code to enhance machine learning development workflows.

• YouTube
• 2 hours 4 minutes
• Self-Paced
• Free Video

Tagging Audio Using Deep Learning

Learn to use deep learning for audio tagging, converting sounds to images and building a classifier model to categorize songs by mood. Includes hands-on demo and practical insights.

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