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Building a Scalable Real-Time Weather Dashboard with Python, OpenWeather API, and AWS S3

This document describes a Python project that retrieves weather data and stores it in an AWS S3 bucket. Let's rephrase it for clarity and improved flow, maintaining the original language and image positions. Weather Dashboard Project This Python pr

Jan 18, 2025 pm 08:24 PM

PASSWORD GENERATOR SCRIPT WITH PYTHON

This Python tutorial guides you through building a simple password generator. Creating secure passwords is crucial for online safety, and this script automates that process. Strong passwords typically use a mix of uppercase and lowercase letters, n

Jan 18, 2025 pm 06:14 PM

Building an AI Sales Agent: From Voice to Pitch.

Project overview In the EnCode 2025 challenge, my goal is to create an AI sales agent that can perform high-quality, natural and smooth voice interactions, and strive to achieve ultra-low latency, like talking to a real person. Ultimately, I built a system that could handle a complete sales conversation for an online coaching center, from greeting a potential customer to understanding their needs and recommending relevant courses, all in a positive, friendly, human-like voice. Imagine a salesperson who is tireless and always looking her best! technology stack Voice processing: Whisper Large V3 Turbo (ensures clear speech recognition) Core logic: LLaMA 3.3 70B (realizing intelligent

Jan 18, 2025 pm 06:13 PM

How to use Scrapy and proxy IP to crawl data efficiently

In today's data-driven world, web scraping is crucial for businesses and individuals seeking online information. Scrapy, a powerful open-source framework, excels at efficient and scalable web crawling. However, frequent requests often trigger target

Jan 18, 2025 pm 12:14 PM

Python for Data Science: A Beginner&#s Introduction

Python for Data Science: A Beginner's Guide This guide introduces Python's role in data science and provides a hands-on tutorial using pandas, NumPy, and Matplotlib. We'll build a simple data science project to solidify your understanding. Why Choos

Jan 18, 2025 am 10:13 AM

Building a Weather Dashboard using SPython and OpenWeather API

This Python application fetches and displays real-time weather data using the OpenWeather API and stores it in AWS S3. Let's explore its features, setup, and potential improvements. Key Features: Real-time Weather Data: Retrieves current weather co

Jan 18, 2025 am 08:14 AM

Pad in PyTorch

Buy Me a Coffee☕ *Memos: My post explains OxfordIIITPet(). Pad() can add padding to zero or more images as shown below: *Memos: The 1st argument for initialization is padding(Required-Type:int or tuple/list(int)): *Memos: It can do add pad

Jan 18, 2025 am 08:10 AM

Using Anthropic&#s Claude Sonnet for Generating Reports

Report generation with Anthropic's Claude 3.5 Sonnet: comparison of two methods Hello everyone! I'm Raphael, co-founder and CTO of Brazilian real estate company Pilar. Pilar provides software and services to real estate agents and brokerage firms, using a low success fee model. Instead of charging high upfront fees, we take a small commission from each successful transaction, tying our success directly to our clients' success. Our team of 20 technologists are constantly innovating and the latest product is Pilar Homes, a new real estate portal designed to provide the best experience for homebuyers and real estate agents. In this post, I’ll share how we use artificial intelligence

Jan 18, 2025 am 06:15 AM

frappe task to learning purpose

This advanced Frappe exercise focuses on building a robust, automated leave management system. The goal is to create a custom module that handles leave requests, approvals, and payroll integration, all while leveraging Frappe's workflow engine and n

Jan 18, 2025 am 12:16 AM

Python Garbage Collection: Everything You Need to Know

I. A Deep Dive into Garbage Collection In the realm of computer science, Garbage Collection (GC) is a crucial automatic memory management technique. It reclaims memory space no longer in use by a program, returning it to the operating system. This

Jan 18, 2025 am 12:15 AM

Scalable Python backend: Building a containerized FastAPI Application with uv, Docker, and pre-commit: a step-by-step guide

In today's containerized world, efficient backend application deployment is crucial. FastAPI, a popular Python framework, excels at creating fast, high-performance APIs. We'll use uv, a package manager, to streamline dependency management. uv Assumi

Jan 17, 2025 pm 10:17 PM

Posting my first Dev Post: Project : Using Linear Regression in Machine Learning to predict house prices

My first development log: Predicting house prices using linear regression I'm excited to share my machine learning lab notebook! This notebook contains code and markdown for a project using linear regression. It loads data from the load_boston dataset and allows us to predict house prices based on existing actual house prices ?‍?? Concepts used include: Train-test split? Linear regression? Mean Squared Error ➖ model.coef_? model.intercept_? model.predict? Why choose this notebook: The main goal of this notebook is to intuitively understand how to use the concept of linear regression in machine learning algorithms to calculate/predict

Jan 17, 2025 pm 10:13 PM

Understanding Tuple Unpacking and Iteration in Python: A Beginner&#s Guide

Ever juggled multiple objects at once? Python tuples do just that! This guide explores Python tuple unpacking and its use in list element swapping. Understanding this allows efficient multiple variable assignment from tuples. What are Tuples? Think

Jan 17, 2025 pm 08:21 PM

Distributed Programming: From Basics to Advanced Concepts

Introduction Distributed programming is a cornerstone of modern software development, focusing on systems spanning multiple networked computers (nodes). These systems collaborate seamlessly to achieve complex tasks, sharing resources, data, and proce

Jan 17, 2025 pm 06:12 PM