Intelligent Prediction of Loose Circles in Deep Tunnels Based on Improved XGBoost Algorithm

Intelligent Prediction of Loose Circles in Deep Tunnels Based on Improved XGBoost Algorithm

Introduction Since the beginning of the 21st century, with the rapid development of the social economy, the demand for resources has continued to increase. However, shallow mineral resources are increasingly depleted, forcing mining work to shift underground. After blasting and excavating deep tunnels, the surrounding rock inevitably produces a loose circle due to the coupling … Read more

How Enterprises Should Select Large Model Products Amidst the ‘Hundred Model War’

How Enterprises Should Select Large Model Products Amidst the 'Hundred Model War'

"IT Chat" is a professional IT information and service platform under the Machinery Industry Press, dedicated to helping readers master more professional and practical knowledge and skills in the broad IT field, quickly enhancing workplace competitiveness. Click on the blue WeChat name to quickly follow us! Faced with numerous large model choices in the market, … Read more

Can Large Language Models Replace Data Analysts? Building an LLM-Powered Analyst

Can Large Language Models Replace Data Analysts? Building an LLM-Powered Analyst

Author: Mariya Mansurova Translation: Ouyang Jin Proofreading: Zhao Ruxuan This article is approximately 3500 words, recommended reading time is 10 minutes. This article discusses the impact and insights of LLMs on the future work of analysts through two specific use cases that used the OpenAI API to build LLMs to solve simple tasks. In the … Read more

DeepSeek: Empowering Optical Research with AI

DeepSeek: Empowering Optical Research with AI

High Definition Video | Breaking the Foreign Monopoly on the “Beam Quality Detection Tool”! With the rapid development of artificial intelligence technology, its applications in various fields are becoming increasingly widespread. DeepSeek, as an advanced AI assistant, demonstrates great potential in optical research work with its powerful capabilities in natural language processing, machine learning, and … Read more

Complete Guide to DeepSeek: Quick Start in 10 Minutes!

Complete Guide to DeepSeek: Quick Start in 10 Minutes!

DeepSeek is a powerful data processing and analysis tool, widely used in data mining, machine learning, business intelligence, and other fields. This article will provide a detailed introduction to installing, configuring, basic usage, advanced features, and practical tips for DeepSeek, helping you quickly get started and master this tool. 1. Introduction to DeepSeek DeepSeek is … Read more

Comprehensive Guide to DeepSeek (2025 Edition)

Comprehensive Guide to DeepSeek (2025 Edition)

“ In the AI tool explosion of 2025, DeepSeek, with its powerful understanding of Chinese and scenario-based solutions, has become an efficiency tool for professionals, creators, and developers. This article will guide you step by step to unlock the full potential of DeepSeek, enabling an exponential leap in your productivity.” 01 — Quick Start: Complete … Read more

How GPT-4 Makes Programming Easier for Developers

How GPT-4 Makes Programming Easier for Developers

🫱Click here to join the group chat of 18 subfields (🔥Highly Recommended)🫲 Since GPT-4 came out, my code has been different. The good news is that I can save 5 hours of work each week. The bad news is that I might completely forget how to program. —— Data Analyst Ken Jee Recently, the application … Read more

Omni-ATAC: Updated and Optimized ATAC-seq Protocol

Omni-ATAC: Updated and Optimized ATAC-seq Protocol

Previously, we shared a comprehensive overview that described various tools for each step of ATAC-seq data analysis, see “Overview: A Complete Guide to ATAC-seq Data Analysis Tools.” This time, we introduce another overview that presents an updated and optimized ATAC-seq protocol called Omni-ATAC. The literature information is as follows: Title: Chromatin accessibility profiling by ATAC-seq … Read more

Streamlit: The Magic Tool for Quick Data Apps

Streamlit: The Magic Tool for Quick Data Apps

When writing Python, some data analysis scripts are quite convenient to run, but sharing them with others or creating an interactive interface can become troublesome. The traditional web development process is tedious and lengthy: HTML, CSS, JavaScript, and a bunch of frameworks can be overwhelming.Streamlit perfectly solves this problem by transforming Python scripts into beautiful … Read more

Streamlit: The Ultimate Python Library for Building Data Apps

Streamlit: The Ultimate Python Library for Building Data Apps

Hey, friends! Today I want to introduce you to a super useful Python library – Streamlit. It allows us to create beautiful web applications with simple Python code. No need to know HTML, CSS, or JavaScript; just a few lines of code can turn your data analysis into an interactive webpage! I always think of … Read more