Introduction This article delves into the essence, applications, and writing techniques of prompts. By defining prompts as expressions and discovering their potential as a “universal language” for communication with existing entities, the author shares numerous unique insights. Through the quadrant method, the key points for writing prompts in different situations are elaborated. Additionally, it introduces … Read more
Recently, a popular work principle has emerged: when in doubt, consult ChatGPT. Thus, the editor, who was struggling with topic selection, decided to chat with ChatGPT about what an AI IDE (Artificial Intelligence Integrated Development Environment) is. From the basic concept of AI IDE to future development trends, let’s explore the collision of perspectives between … Read more
Hello everyone, I am Lucy from the AI UP community. Welcome to join our technical group for discussions. Add WeChat: Fintech53, with your job title as a note. Today I want to talk about automated machine learning tools — AutoML tools. This is a very popular trend in the field of AI, and whether you … Read more
In machine learning, evaluating and validating the performance of a model is a crucial step. Python provides various tools and methods for model evaluation and validation. Common evaluation methods include cross-validation, confusion matrix, accuracy, recall, and F1 score. Next, we will delve into how to use Python for evaluating and validating machine learning models, covering … Read more
AliMei’s Guide: Machine learning is one of the cores of artificial intelligence, involving complex disciplines such as probability theory and statistics. It is indeed not easy for non-professionals to understand it. Recently, Bai Ning from Ant AI Platform found the key to explaining “machine learning” while taking a walk, explaining it in an engaging and … Read more
1 New Intelligence Compilation1 Source: iamwire.com Author: Wale Akinfaderin Translator: Liu Xiaoqin AI World 2016 World Artificial Intelligence Conference ❶ Industry leaders review 60 years of AI history, global dialogue on future challenges of artificial intelligence, authoritative release of the 2016 World Artificial Intelligence Hall of Fame and China’s artificial intelligence industry development report; ❷ … Read more
Authorized Reprint Authors: Long Xinchen, Han Xiaoyang ◆ ◆ ◆ 1. Introduction You might not be familiar with this thing called ‘Machine Learning’, but when you lift your iPhone to take a photo, you are already accustomed to it helping you frame human faces; you naturally click on the news recommended by today’s headlines; you … Read more
Machine Learning A magnificent history of artificial intelligence development The victory of AlphaGo, the success of autonomous driving, and breakthroughs in pattern recognition have repeatedly stimulated our nerves with the rapid development of artificial intelligence. As the core of artificial intelligence, machine learning has also attracted much attention in this rapid advancement, shining brightly. Today, … Read more
Python Data Science & Machine Learning: These Optimization Tips You Probably Don’t Know! Introduction Dear Python developers and data science enthusiasts, have you ever encountered the following scenarios: Spent several days doing data analysis with Python, but the program runs slowly, and memory consumption is through the roof? Trying to tune a deep learning model … Read more
Quick Start to Machine Learning with Scikit-Learn When it comes to machine learning, many beginners might feel that it’s far from their reach. However, that’s not the case. Today, let’s talk about how to quickly train and evaluate machine learning models using the scikit-learn library in Python. Imagine, just like building blocks, you can create … Read more