Source: Big Data DT This article is approximately 3150 words long and is recommended to be read in 6 minutes. This article introduces the top ten most popular machine learning algorithms. Machine learning is an innovative and important field in the industry. The type of algorithm we choose for a machine learning program depends on … Read more
In the field of machine learning, there is a saying that “there is no free lunch in the world,” which simply means that no single algorithm can perform best on every problem. This theory is particularly important in supervised learning. For example, you cannot say that neural networks are always better than decision trees, or … Read more
Click the image below to search【Interview Guide】 to obtain interview questions + resume templates. In the field of machine learning, there is a saying that “there is no free lunch”. In simple terms, it means that no single algorithm can perform best on every problem. This theory is particularly important in supervised learning. For example, … Read more
Click the blue text above to follow ↑↑↑↑↑ Author: Andrey Kurenkov As the puzzle of training multi-layer neural networks is unraveled, this topic has once again become extraordinarily popular, and Rosenblatt’s lofty ambitions seem to be realized. Until 1989, another key discovery was published, which is still widely cited in textbooks and major lectures. Multi-layer … Read more
Source: Turing Artificial Intelligence Depending on the type of data, modeling a problem can be approached in different ways. In the field of machine learning or artificial intelligence, people first consider the learning method of the algorithm. There are several main learning methods in machine learning. Categorizing algorithms according to their learning methods is a … Read more
As students entering the field of machine learning, many commonly used algorithms might not be very familiar to you. No worries! This article will definitely provide you with a complete overview~ Like and save it for slow learning~ Basic Machine Learning Algorithms: ·Linear Regression ·Support Vector Machine ·K-Nearest Neighbors ·Logistic Regression ·Decision Tree ·K-Means ·Random … Read more
Click the above “Beginner’s Visual Learning” to choose to add Star Mark or “Top” Important content delivered first hand Selected from towardsdatascience Author: Andre Ye Translated by: Machine Heart Editor: Chen Ping The tree model and neural networks are like two sides of a coin. In some cases, the performance of tree models even surpasses … Read more
Originally from Robotics Network In fact, artificial intelligence has existed in our lives for a long time. However, for many people, artificial intelligence is still a relatively “profound” technology, but no matter how profound the technology is, it starts from basic principles. In the field of artificial intelligence, there are 10 major algorithms that are … Read more
Introduction: AI, CNN Algorithm, Hilbert, Feynman, 577 What is the hottest and most well-known core mathematical algorithm of AI today? The answer is the “Convolutional Neural Network Algorithm”. Mathematics is the foundation of all science and technology, and the Convolutional Neural Network algorithm is no exception. It is the basis and core of almost all … Read more
The learning of artificial neural networks mainly refers to the use of learning algorithms to adjust the connection weights between neurons, so that the network output better matches reality. Learning algorithms are divided into supervised learning and unsupervised learning. Supervised learning, also known as teacher-based learning, is a learning method where a set of training … Read more