Powerful Machine Learning at Your Fingertips - ElixirConf EU 2023
Explore efficient numerical computation and Neural Networks in Elixir using Nx, Axon, and Bumblebee. Learn to implement powerful machine learning models with minimal code.
Barrel: A Decentralized Data Platform for Data Control
Explore a decentralized data platform for controlling and filtering data across sites using P2P networks, HTTP, and web technologies. Learn about open-source libraries in the Erlang ecosystem.
Streamlining API Governance - Kubernetes Native API Management
Explore Kubernetes-native API management, from Ingress challenges to Gateway API benefits. Learn about extensibility, WSO2 APK features, and the future of API gateways with Envoy.
Load Balancing in the Multi-Cloud Environment - Challenges and Solutions
Explore the complexities of multi-cloud load balancing, from implementation challenges to best practices, covering logging, zero-downtime deployments, and troubleshooting in modern cloud environments.
Neural Search with Jina AI - Open-Source ML Tool Explained
Explore Jina AI, an open-source neural search engine. Learn core concepts, set up an MNIST fashion example, and understand indexing, encoding, and evaluation processes for efficient machine learning workflows.
Best Practices for ML Product Decisions - ML Tech Talks
Explore UX considerations for AI/ML products with Senior UX Designer Di Dang. Learn about user needs, mental models, explainability, and trust to enhance your machine learning product decisions.
CM3- A Causal Masked Multimodal Model of the Internet
Explore CM3, a groundbreaking multimodal model that processes HTML, text, and images. Learn about its innovative training strategy and potential applications in various AI tasks.
Fine-Tuning OpenAI's GPT-3
Explore GPT-3's applications, fine-tuning benefits, and API development with OpenAI's VP and a W&B engineer. Learn about commercial uses and the new OpenAI-W&B collaboration for logging fine-tuning projects.
Train GPT-3 on Any Corpus of Data with ChatGPT and Knowledge Graphs - SCOTUS Opinions Part 1
Learn to create knowledge graphs from Supreme Court decisions, enhancing GPT-3's understanding of legal concepts for improved AI applications in law and research.
Train GPT-3 on Any Corpus of Data with ChatGPT and Knowledge Graphs - SCOTUS Opinions Part 2
Learn to process and analyze Supreme Court opinions using ChatGPT and knowledge graphs. Covers data cleaning, chunking, encoding, and visualization techniques with Python libraries.
Is GPL the Future of Sentence Transformers - Generative Pseudo-Labeling Deep Dive
Explore Generative Pseudo-Labeling for training high-performance sentence transformers using unlabeled text data. Learn implementation techniques, potential applications, and future implications for NLP and semantic search.
The Hugging Face Hub: Collaborating and Sharing Machine Learning Projects
Explore the Hugging Face Hub for collaborative ML projects, including model repositories, datasets, and tools with simple APIs for accessible machine learning.
Fine Tuning GPT-3 With a Custom Dataset
Learn to fine-tune GPT-3 using a custom dataset, from generating training data to implementing the fine-tuned model in a web application, with step-by-step guidance and practical demonstrations.
Hands-on Coding Lab: Text Prompt UI for Stable Diffusion Models - Part 4
Learn to save and retrieve prompts and images for Stable Diffusion models using Gradio. Implement a UI with dropdown lists, JSON storage, and duplication prevention for efficient prompt management.
Hands-on Coding Lab: Text Prompt UI for Stable Diffusion Models - Part 3
Learn to create a Python Gradio UI for Stable Diffusion models, including audio-to-text prompts, prompt updates, and image saving functionality in this hands-on coding tutorial.
GPT-4 Codes Animations with JavaScript and Python Pygame
Learn to create HTML canvas animations with JavaScript and convert them to Python Pygame, guided by GPT-4. Explore increasing complexity in coding and witness AI's capabilities in cross-language programming.
Build a NFT Blockchain Website Using HTML, CSS & Javascript
Create a beginner-friendly NFT blockchain website using HTML, CSS, and JavaScript. Learn front-end design techniques to build an attractive and customizable user interface for your blockchain project.
Django 3.2, Tech News, and Emerging Technologies - TechChat Tuesdays 36
Explore tech news and trends with DevNews discussions on Django, robotics, legal cases, space exploration, web development, gaming, and more. Engaging insights for developers and tech enthusiasts.
Deploying Optimized Deep Learning Pipelines
Survey of deep learning pipeline optimization techniques, exploring quantization, distillation, and math library selection. Discusses trade-offs for deployment and provides insights for efficient ML implementation.
Katalon Studio - How to Install Chrome Extensions at Runtime
Learn to install Chrome extensions at runtime in Katalon Studio using two methods: runtime installation and custom browser with pre-loaded extensions. Includes step-by-step guide and code examples.
Jenkins Complete Course Masterclass - Step by Step for Beginners with Interview Questions & Quiz
Comprehensive Jenkins tutorial covering installation, configuration, job creation, Git integration, pipelines, and advanced features. Includes hands-on examples and interview questions for beginners.