Build Your Own AI Coding Assistant with Vision GPT
Learn to create an AI coding assistant using Vision GPT, exploring its capabilities in understanding text and visuals for enhanced code development. Includes live demo of building a Streamlit app.
Stable Cascade Tutorial - Installation and Usage on Cloud Platforms
Comprehensive guide to installing and using Stable Cascade, a powerful AI image generation model, on various cloud platforms. Learn setup, optimization, and image management techniques.
Docker in 2024: New Features Including Scout, Build Cloud, and Debug
Explore Docker's latest features: Scout for image analysis, Init for quick setup, Compose Watch for live updates, Debug for troubleshooting, and Build Cloud for efficient builds.
Dog Segmentation with YOLOv8 for Images and Videos
Learn to segment dogs in images and videos using YOLOv8 and Python. Train AI, isolate dogs from backgrounds, and merge with custom scenes. Step-by-step guide with code included.
Orchestrating Generative AI Workflows to Deliver Business Value
Explore leveraging Large Language Models in existing software ecosystems using Python. Learn to balance innovation with established practices, applying text-to-image and text-to-speech technologies for robust, production-ready AI systems.
Open Source Multi-Modal RAG with ChromaDB Using OpenCLIP Embeddings
Explore open-source multi-modal RAG system using ChromaDB and OpenCLIP embeddings. Learn implementation, code review, and get a preview of advanced coding techniques for AI-powered information retrieval.
Building Local Llama Agents with Mistral and Arcee Agent
Explore building local Llama Agents using Mistral and Arcee models. Learn to create AI agents with open-source tools for tasks like calculation and NLP analysis.
Efficient Model Running with Automation - Techniques and Best Practices
Discover efficient model running techniques, from scripting to hardware optimization. Learn to streamline processes, overcome slowdowns, and leverage cloud computing for enhanced modeling skills.
Designing AI for Network Troubleshooting - A Langchain Proof of Concept
Explore AI-enhanced network troubleshooting using Langchain, interfacing LLMs with devices to extract crucial information. Gain insights and witness a live demonstration.
Deep Reinforcement Learning Agent for Snake Game
Explore deep reinforcement learning as an AI agent masters the classic snake game, with code review and optimization techniques for Python-based machine learning projects.
Blockchain Speaks Python: Building Real Solutions on Algorand
Learn to build blockchain solutions using Python on Algorand. Explore data storage, logic evaluations, and access control. Leverage familiar tools like Poetry and Pytest to deploy fundamental blockchain primitives.
Creative Coding: Learning Python Through Drawing and Animation
Learn Python through creative coding: make drawings and animations using cutting-edge tools. Explore the intersection of art and programming while developing coding skills in a fun, engaging way.
Creating Serverless Apps with Kubernetes and Knative
Develop serverless applications using Kubernetes and Knative. Learn to set up a managed cluster, install components, create functions, and implement event-driven architecture for efficient cloud computing.
Img2Vec and UMAP for High-Dimensional Data Visualization
Learn to visualize high-dimensional image data using Img2Vec for embeddings, UMAP for dimensionality reduction, and Bokeh for interactive exploration. Ideal for vision classification projects.
How to Create a Great Local Python Development Environment with Docker
Learn to set up a powerful Python development environment using Docker, covering isolation, multiple services, cloud deployment, and debugging in containers.
Busy Developer's Guide to Building a Bytecode Virtual Machine
Explore the inner workings of virtual machines by building a simplified interpreter, gaining insights into JVM, CLR, and other popular VMs while potentially sparking a new passion.
AI Engineer Skills for Beginners - OpenAI API and Python
Beginner-friendly introduction to AI engineering, covering APIs, Python, and hands-on projects like building chatbots, chaining prompts, transcription, and image manipulation using OpenAI's tools.
Obfuscation Classification via Machine Learning for JavaScript, Python, and PHP
Explore machine learning techniques for classifying obfuscated code across JavaScript, Python, and PHP, enhancing cybersecurity analysis and threat detection capabilities.
Bread and Butter ML in HEP by Elham E Khoda and Aishik Ghosh
Explore fundamental machine learning techniques applied to high energy physics, covering classification, identification, and estimation strategies for analyzing LHC data and searching for new physics.
FLUX LoRA Training Tutorial: From Zero to Hero with Kohya SS GUI - 8GB GPU, Windows
Comprehensive guide to FLUX LoRA training using Kohya SS GUI, covering installation, configuration, dataset preparation, training process, and image generation with practical tips for optimal results.
Zen of Ansible - Principles for Effective Automation
Explore guiding principles for effective Ansible automation, balancing simplicity and power. Learn to apply these concepts to real-world scenarios for reliable and consistent solutions.