The Daft Distributed Python Data Engine: Multimodal Data Curation at Any Scale
Explore the Daft distributed Python data engine for multimodal data curation at any scale in this 27-minute talk by Jay Chia. Discover how Daft addresses the fundamental needs of ML/AI data platforms, including terabyte-scale ETL with complex model batch…
Software Developer Roadmaps for 2024 - Core Skills and Specializations
Explore four essential software developer roadmaps for 2024 and beyond in this informative 30-minute video. Learn why having a specific roadmap is crucial for landing a job in software engineering. Discover the core skills necessary for all roadmaps befo…
From Native Code Gems to Java Treasures with Jextract
Explore the power of Project Panama and the Foreign Function and Memory API (FFM API) in this 33-minute Devoxx conference talk. Discover how to seamlessly integrate system-level APIs and libraries written in languages like C, OpenGL, TensorFlow, Rust, an…
Raspberry Pi Pico W: PIO State Machine Timing, Looping and Shifting - Lesson 90
Learn how to utilize PIO state machines on the Raspberry Pi Pico W with MicroPython in this comprehensive video tutorial. Explore advanced techniques for controlling timing, implementing loops, and performing shift operations. Discover how to use the in_…
Color Separation and Nuclei Segmentation in Tissue Microarray Cores - Tutorial 344
Learn to extract and analyze high-resolution core images from Tissue Microarrays (TMA) in this 13-minute tutorial. Master color separation techniques, perform nuclei segmentation using the StarDist pretrained deep learning model, and calculate mean inten…
Realtime Streaming for Anomaly Detection - An End-to-End Data Engineering Project
Build a real-time anomaly detection system using streaming data engineering techniques. Learn end-to-end implementation for monitoring and identifying unusual patterns in data streams.
Stable Diffusion Installation Guide 2024 - ControlNet and AI Animations on Your PC
Install Stable Diffusion for AI animations on your PC. Set up GitHub and Hugging Face accounts, download necessary software, and learn to render AI animations. Avoid common issues and integrate tools for efficient workflow.
Setting Up Your Development Machine - Part 1
Set up a MacBook for software development with essential tools like Brew, iTerm2, zshell, and Anaconda. Learn to configure Python using Conda for a robust programming environment.
Free Subtitle Generator - The Fastest Way to Create Subtitles
Generate automatic subtitles for audio and video using Faster-whisper, a faster implementation of OpenAI's Whisper model. Learn to transcribe, create SRT files, and translate subtitles to multiple languages.
Remove Objects from Images Like Magic - Step-by-Step Guide
Learn to remove objects from images using Inpainter, combining semantic segmentation and EdgeConnect. Master installation, single and multiple object removal for photo editing and data augmentation.
Security Updates in Gradio 5
Explore key security enhancements in Gradio 5, addressing issues identified in an independent audit to strengthen the platform's integrity and user protection.
Building with OpenAI Realtime API - Resources and Demos for Ideas
Explore OpenAI Realtime API resources and demos. Learn to build innovative applications using real-time AI capabilities, from voice RAG to live translation and coding tutors.
Mastering Visual Studio Code - Part 3: Setup, Plugins, and Configuration
Explore VS Code setup, plugins, configuration, and GitHub repo management for efficient software development.
Mastering GitHub: Setup, Repositories, and Developer Tokens - Part 2
Explore GitHub setup, repo creation, cloning, and token management in this unscripted guide for software engineers. Gain practical insights into essential GitHub workflows.
Supercharge Your Java Applications with Python
Enhance Java apps with Python using GraalPy. Embed Python code, install packages, and explore use cases like AI integration, data visualization, and multilingual scripting in Java projects.
Data and Machine Learning at League of Legends
Explore unique data challenges in video games, focusing on model deployment and evolving ML stacks in League of Legends since 2009.
Getting Higher ROI on MLOps Initiatives
Discover five key lessons for building cohesive MLOps platforms, enhancing self-service capabilities, and maximizing return on investment in machine learning operations.
MLOps with PyCaret - Practical Demo for Data Science Workflows
Supercharge your data science team's productivity with PyCaret, an open-source ML library for efficient model preparation and deployment in Python.
Essential Workshop to Exploratory Data Analysis and Feature Engineering
Explore and preprocess data, analyze correlations and distributions, engineer features, and train ML models using a Google Play Store dataset. Improve model accuracy and efficiency.
Dynatrace Extensions 2.0 for Visual Studio Code - Tutorial and Live Demo
Extend Dynatrace's observability capabilities using Extensions 2.0 framework. Learn to develop, test, and manage extensions with the new Visual Studio Code Add-On through a hands-on Apache Kafka example.
Building Pipelines with Kubeflow - Hands-on Workshop
Discover Kubeflow pipelines: create environments, build and upload pipelines, and set up retraining schedules in this hands-on workshop for MLOps practitioners.