Arduino Alvik Robot - Maker's Guide
Explore Arduino Alvik: a tiny, dual-processor robot with advanced sensors. Learn MicroPython and C++ programming, add servos and I2C devices. Ideal for makers and educators.
Raspberry Pi Pico W - Using Interrupts in MicroPython - Lesson 83
Learn to implement hardware interrupts on Raspberry Pi Pico W using MicroPython, enabling efficient background handling of GPIO inputs like buttons and switches.
Debounce Pushbutton Switches Using Interrupts - Raspberry Pi Pico W Lesson 84
Learn to implement hardware interrupts on Raspberry Pi Pico W for debouncing pushbutton switches, enhancing responsiveness and reliability in micropython projects.
Raspberry Pi Pico W - Button Controlled Binary Counter Using Interrupts
Learn to create a hardware interrupt on Raspberry Pi Pico W using MicroPython. Implement a 4-bit LED binary counter controlled by a debounced pushbutton, ensuring accurate counting.
Raspberry Pi Pico W - Up Down Binary Counter Using Interrupts and Pushbuttons - Lesson 86
Learn to create a binary counter with pushbuttons on Raspberry Pi Pico W using MicroPython. Implement hardware interrupts, debouncing, and LED control for an interactive up/down counting system.
Comparing Top Large Language Models for Python Code Generation - 340
Experiment comparing top LLMs for Python code generation in scientific image analysis. Tests models' ability to segment nuclei, measure intensities, and calculate ratios in microscopy images.
Getting Started with LangGraph - Building Stateful Multi-AI Agents - Tutorial 1
Learn to create stateful, multi-actor LLM applications using LangGraph. Explore graph structure, state management, and coordination for sophisticated agent runtimes extending LangChain capabilities.
MLOps Tutorial - Automating CI/CD Workflow for Dockerized Flask App Using GitHub Actions
Automate CI/CD for Dockerized Flask apps using GitHub Actions. Learn to build Docker images, push to Docker Hub, and streamline deployment workflows for Python applications.
Python Apple MLX Tutorial: Introduction to Machine Learning on Apple Silicon
Learn MLX framework for Apple Silicon: GPU operations, transformers, language models, and generative AI concepts. Applicable to PyTorch and NumPy users.
Local RAG with Llama 3.1 for PDFs - Private Chat with Documents using LangChain and Streamlit
Build a local RAG system for PDFs using LLMs, LangChain & Streamlit. Extract text, create vector stores, implement advanced retrieval, and integrate local/remote LLMs for efficient document processing.
LangChain Tutorial for Generative AI
Explore LangChain's key features, components, and real-world applications for seamless AI tool integration. Learn installation, core concepts, and practical strategies to enhance AI-driven communication.
Local LangGraph Agents with Llama 3.1 and Ollama - Building a Pizza Recommendation Agent
Build a local pizza recommendation agent using LangGraph, Ollama, and Llama 3.1. Learn to integrate Reddit API, create agent nodes, and construct an AI graph for personalized suggestions.
Jupyter Notebook: Cryptography Fundamentals
Explore cryptography fundamentals using interactive Jupyter Notebooks. Learn key concepts and practical applications through hands-on coding exercises and demonstrations.
Databricks Asset Bundles: A Unifying Tool for Deployment
Explore Databricks Asset Bundles (DABs) for streamlined data project management. Learn core concepts, best practices, and deployment patterns using Databricks CLI, with real-world examples and future integrations.
Automating Unity Catalog Migration with UCX - Building Robust Python Applications on Databricks
Explore building resilient Python apps on Databricks, focusing on failure recovery, rate limits, logging, and authentication. Learn from UCX project for Unity Catalog migration and automated code fixes.
New Features of Apache Spark 3.5 - In-Depth Analysis
Explore Apache Spark 3.5's advancements: Spark Connect, DeepSpeed integration, performance optimizations, new PySpark and SQL features for enhanced big data processing and AI capabilities.
What's Next for the Upcoming Apache Spark 4.0
Explore key enhancements in Apache Spark 4.0: Spark Connect, Structured Logging, PySpark updates, expanded SQL capabilities, improved connectivity, and real-time data processing advancements for optimized analytics.
The MLOps Platform at WGU - Solutions to Production ML with Databricks
Explore WGU's MARVIN platform, addressing MLOps challenges with Databricks. Learn about streamlined workflows, project templates, and strategies for efficient ML model deployment at scale.
DALL-E API - Introduction to Generative AI Image Creation
Comprehensive tutorial on using DALL-E API for AI image generation, covering setup, creation, editing, and variations, with practical demonstrations and insights.
Website Scraping with ChatGPT API - Python and Beautiful Soup 4
Learn to scrape websites using Python, Beautiful Soup 4, and ChatGPT API. Covers legal aspects, text extraction, summarization, and tagging techniques for efficient web data processing.
National Weather Service REST API with Python
Learn to use Python with the National Weather Service REST API to retrieve weather alerts and data based on location, including parsing JSON responses and integrating with GeoIP API.