Deep Learning

Differences Between Artificial Intelligence, Machine Learning, and Deep Learning

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Differences Between Artificial Intelligence, Machine Learning, and Deep Learning

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

Meta-Learning: The Future of Machine Learning

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Meta-Learning: The Future of Machine Learning

1 Introduction to Algorithms Meta-learning, also known as “learning how to learn,” is an exciting and highly promising research direction in the field of machine learning. Traditional machine learning algorithms typically require a large amount of data to train models, and when the data distribution changes or a new task is encountered, the model often … Read more

17 Common Algorithms in Machine Learning

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17 Common Algorithms in Machine Learning

Reprinted from Algorithms and the Beauty of Mathematics 1. Supervised Learning: In supervised learning, the input data is referred to as “training data”, and each set of training data has a clear label or result, such as “spam” or “non-spam” in a spam detection system, or the digits “1”, “2”, “3”, “4”, etc. in handwritten … Read more

Understanding Machine Learning in One Article

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Understanding Machine Learning in One Article

This article is reproduced from the public account sigua’s inner voice, a frontline small developer in the mathematics department, updating original articles on data structures and algorithms | deep learning | workplace technologies.This public account is followed by Google TensorFlow programmers, Apple company programmers, Microsoft programmers, a contestant from the ultimate quiz show, CTOs of … Read more

Introduction to Machine Learning: Knowledge Sharing

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Introduction to Machine Learning: Knowledge Sharing

Definition of Machine Learning Machine Learning essentially allows computers to learn patterns from data and predict future data based on the learned patterns. Machine Learning includes algorithms such as clustering, classification, decision trees, Bayesian methods, neural networks, and deep learning (Deep Learning). The basic idea of Machine Learning is to mimic the process of human … Read more

23 Effective Machine Learning Projects for Practice

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|Artificial Intelligence has permeated every aspect of our lives, and the machine learning and deep learning technologies behind AI have become synonymous with ‘high salaries.’ So, how can an ordinary programmer ride the wave of AI and reach the peak of salary in this era? |“Practical Application of Machine Learning Algorithms” project materials include six … Read more

What Is Machine Learning?

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What Is Machine Learning?

Machine Learning Definition: The process by which computers acquire knowledge through automatic analysis and synthesis of data, facts, or their own experiences. Discipline: Computer Science Technology _ Artificial Intelligence _ Machine Learning Related Terms: Artificial Intelligence, Big Data, Pattern Recognition, Deep Learning Image Source: Visual China [Further Reading] Machine learning is a branch of artificial … Read more

Weaving Artificial Intelligence: Overview of Machine Learning Development and Key Technologies

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Weaving Artificial Intelligence: Overview of Machine Learning Development and Key Technologies

This article provides a comprehensive review of the development history of machine learning, from early basic algorithms to contemporary deep learning models, and future considerations of explainable AI and ethics. The article delves into the key technologies and concepts of each period, revealing the wide applications and potential of machine learning in various fields. Finally, … Read more

Differences and Connections Between Machine Learning and Deep Learning

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Differences and Connections Between Machine Learning and Deep Learning

Differences and Connections Between Machine Learning and Deep Learning With the arrival of the big data era and the rapid advancement of computing power, artificial intelligence (AI) technology is changing our world at an unprecedented speed. Among the many branches of AI, machine learning and deep learning not only endow computers with learning capabilities but … Read more

Comprehensive Knowledge Sharing on Machine Learning

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Comprehensive Knowledge Sharing on Machine Learning

Definition of Machine Learning Machine Learning is essentially about enabling computers to learn patterns from data and predict future data based on those patterns. Machine Learning includes algorithms such as clustering, classification, decision trees, Bayesian methods, neural networks, and deep learning. The basic idea of Machine Learning is to mimic the human learning process, where … Read more