Weak artificial intelligence has made significant breakthroughs in recent years and has quietly become an essential part of everyone’s life. Take our smartphones as an example, let’s see how much magic of artificial intelligence is hidden within. The image below shows some common applications installed on a typical iPhone. Many people might not guess that … Read more
Deep learning has become particularly popular in recent years, much like big data did five years ago. However, deep learning primarily falls within the field of machine learning. In this article, we will discuss the differences in algorithm processes between machine learning and deep learning. The Algorithm Processes of Machine Learning and Deep Learning I … Read more
Introduction: Research on model interpretability has become a hot topic at research conferences in the past two years, as people are no longer satisfied with just the performance of the model but are also pondering the reasons behind the model’s performance. This kind of thinking helps optimize models and features, enhances understanding of the models … Read more
（Cover and body images are from the internet） Machine learning may be a “familiar yet strange term”. You often hear people mention it, but its specific meaning is not very clear. When we talk about machine learning, what are we actually discussing? This article will organize the discussion from four aspects: / What is Machine … Read more
Click on the above“Beginner’s Guide to Computer Vision”, choose to addStar or Top” Essential knowledge delivered promptly. Machine learning is a field of high interest among technology enthusiasts. As a branch of Artificial Intelligence (AI), it is essentially an algorithm or model that can improve itself through “learning,” thus becoming increasingly proficient at executing its … Read more
Machine Learning and Deep Learning Algorithm Processes Finally got into the AI research program, but I don’t know what the difference is between machine learning and deep learning. It feels like everything is deep learning. Wow, I heard that a senior has been tuning parameters for 10 months to prepare for the T9 model with … Read more
Artificial Intelligence Machine Learning Deep Learning Introduction For beginners, it can be difficult to distinguish between artificial intelligence (AI), machine learning (ML), and deep learning (DL) when first encountering them, as well as to understand their connections, concepts, and what they can do. 1 Concepts and Definitions In simple terms, artificial intelligence is about making … Read more
Source | Zhihu: Deep Blue Academy Artificial intelligence is becoming increasingly popular today, with many terms constantly surrounding us: artificial intelligence, machine learning, deep learning, etc. Many people have a vague understanding of the meanings of these high-frequency terms and their relationships. To help everyone better understand artificial intelligence, this article explains these terms in … Read more
In the past few years, based on my work experience and communication with other data scientists, including content read online, I have compiled what I consider to be the most important machine learning algorithms. This year, I want to provide more models across categories based on last year’s article. I hope to offer a treasure … Read more
Introduction For almost all machine learning algorithms, whether supervised learning, unsupervised learning, or reinforcement learning, they ultimately boil down to solving optimization problems. Therefore, optimization methods play a central role in the derivation and implementation of machine learning algorithms. In this article, I will provide a comprehensive summary of the optimization algorithms used in machine … Read more