Building a Local Voice Assistant Like Alexa Using LLMs and Python
Learn to build a voice-controlled AI assistant using Python, Streamlit, LangChain, and Ollama in under 100 lines of code. Create your own local version of Alexa through hands-on coding.
MLOps MLFlow - Integración con LlamaIndex en Español
Descubre cómo integrar LlamaIndex con MLFlow y OpenAI, explorando el seguimiento y gestión de modelos de lenguaje mediante la función Traces para optimizar tus proyectos de MLOps.
Object Detection with Python - A Beginner's Guide to Computer Vision
Learn to build an AI-powered object detection system using Python, OpenCV, and YOLO, covering essential tools, dataset preparation, and model training techniques.
AI in Kubernetes - Getting Started with Machine Learning Pipeline Development
Discover how Kubernetes supports AI development with features like autoscaling, GPU management, and ML pipeline orchestration using Flyte for efficient model deployment and serving.
Monitoring Two Buttons on the Raspberry Pi Pico W PIO State Machine - Lesson 94
Learn to monitor multiple GPIO pins and buttons using Raspberry Pi Pico's PIO State Machines, implementing efficient input reading and conditional branching in MicroPython.
Data Structure and Algorithm with Interview Questions - Comprehensive Python Guide
Comprehensive guide to data structures and algorithms, covering essential concepts, Python implementation, and practical applications in AI. Includes interview preparation and coding challenges.
NotePlayer - Engaging Jupyter Notebooks for Dynamic Presentation of Analytical Processes
Discover how to create dynamic presentations of analytical processes using Jupyter Notebooks with NotePlayer, enhancing data visualization and storytelling capabilities.
10 Beginner Projects for Raspberry Pi Pico - From LED Control to Robotics
Discover 10 hands-on projects for Raspberry Pi Pico, from basic LED control to advanced robotics and IoT applications, with practical guidance on hardware setup and MicroPython programming.
Gateway Management with RESTful API for Tmedia - Part 8
Master RESTful API implementation for Tmedia gateway management through hands-on Python scripting, JSON formatting, and automated configuration tools for efficient system control and customization.
Fundamentals of Network Automation - From SDN to Python Programming
Master network automation fundamentals through hands-on exploration of SDN architecture, Postman API testing, and Python programming for modern network management and configuration.
Simplified Network Troubleshooting with API Automation
Discover how to automate network troubleshooting by leveraging API scripting to efficiently collect diagnostic data and streamline repetitive command execution across network devices.
Using pyGNMI and ChatGPT to Troubleshoot EVPN Datacenter Fabrics
Master EVPN-VXLAN datacenter technologies using pyGNMI and ChatGPT. Learn network automation with Go Templates and GNMIc while building a virtual lab environment for efficient troubleshooting and configuration management.
Form Validation and Sanitization with JavaScript and Python - Web Security Fundamentals
Master form validation and data sanitization techniques using JavaScript for client-side and Python for server-side security, preventing injection attacks and ensuring data integrity.
Introducing Dagger Modules: Open Source CI/CD Building Blocks You Already Know How to Write
Discover how to build and share reusable CI/CD modules using Dagger, enabling code-based CI platform development in TypeScript, Go, or Python that runs both locally and in any CI environment.
Python Physics: Numerical Modeling of a Chain Sliding Off a Table
Explore the physics of a sliding chain through numerical modeling in Python, demonstrating classical mechanics principles with practical code implementation and visualization.
Building RAG Applications: Speaking with Unstructured Data Using LangChain - Part 2
Dive into building an end-to-end RAG application using Langchain, multiple LLMs, and vector stores to enable interactive conversations with unstructured data through a Streamlit interface.
Building End-to-End RAG Applications with Unstructured Data - Part 3: Docker Integration
Dive into containerization with Docker and Docker Compose while building a RAG application that processes unstructured data using LangChain, multiple LLMs, and vector stores through Streamlit.
Building Your Own Private OCR System with LlamaOCR
Discover how to build a private OCR system using LlamaOCR to convert images and scanned documents into structured Markdown, with practical demonstrations in JavaScript and Python through Colab.
Creating a Full Stack Application with FastAPI and React
Learn to build a full-stack application by connecting FastAPI backend with React frontend, covering setup, CORS handling, routing, and testing while addressing common integration challenges.
Installing Django Framework and Setting Up Virtual Environment
Learn how to set up a Django development environment step-by-step, from installing Python and virtualenv to creating and running your first Django project.
Raspberry Pi Pico W Binary Counter Using PIO State Machine - Lesson 96
Master PIO state machine programming by building a binary up/down counter with dual-button control on Raspberry Pi Pico W, displaying real-time LED output without Python intervention.