AI Fundamentals

 

  • Machine Learning
  • Deep Learning
  • Neural Networks
  • Natural Language Processing (NLP)
  • Computer Vision
  • Reinforcement Learning

Overview of Deep Learning Convolutional Neural Networks (CNN): From Basic Technology to Research Prospects

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Overview of Deep Learning Convolutional Neural Networks (CNN): From Basic Technology to Research Prospects

Today 170+/10000, includes: Essentials – Technical Text Insights – Algorithm Thoughts Hot Topics – What Everyone is Watching Source丨Machine Heart Editor丨Algorithm Insights Convolutional Neural Networks (CNN) have achieved unprecedented success in the field of computer vision, but we still do not have a comprehensive understanding of the reasons behind their remarkable effectiveness. Recently, Isma Hadji … Read more

Convolutional Neural Networks (CNN): Principles and Applications

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Convolutional Neural Networks (CNN): Principles and Applications

In the vast cosmos of artificial intelligence, Convolutional Neural Networks (CNN) shine like a brilliant star, leading the rapid development of computer vision, image recognition, natural language processing, and other fields. Since its inception in the 1980s, CNN has gradually become one of the core algorithms of deep learning due to its unique structure and … Read more

Bayesian Optimization of CNN-LSTM Hybrid Neural Network Prediction (Matlab Implementation)

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Bayesian Optimization of CNN-LSTM Hybrid Neural Network Prediction (Matlab Implementation)

💥1 Overview References: The CNN is constructed by mimicking the biological visual perception mechanism, capable of performing both supervised and unsupervised learning[33]. The parameter sharing of the convolution kernel in the hidden layers and the sparsity of inter-layer connections enable CNNs to extract deep local features from high-dimensional data with a relatively small amount of … Read more

Teaching Techniques: Using Mind Maps in English Teaching

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Teaching Techniques: Using Mind Maps in English Teaching

Mind maps, also known as mental maps, refer to the connection of various images through lines and symbols to establish relationships between concepts in an intuitive and visual diagram.With the continuous advancement of English curriculum reform, mind maps have been applied in English teaching, including vocabulary memorization, reading comprehension, listening, and writing, achieving some results.So … Read more

Understanding Self-Etching and Total Etching Techniques

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Understanding Self-Etching and Total Etching Techniques

Acid etching technology is widely used in dentistry (involvement in caries, restoration, orthodontics, etc.), and any content related to resin bonding often involves this concept. Since it is closely related to bonding, discussing acid etching inevitably leads to the mention of bonding technology. First, let us understand the development history of acid etching adhesives: Type … Read more

VBA Series 15: Workbook Object (Part 1)

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The Workbooks object is a collection of all the Workbook objects currently open in the Excel application. 　　1. How to create a new workbook using code 　　The Workbooks.add method returns a Workbook object representing the newly created workbook. 　　Add(Template) 　　Template: Optional parameter. Specifies the template based on which the workbook is created. 　　If the template … Read more

A Quick Guide to DeepSeek for Everyone! Save It Now

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A Quick Guide to DeepSeek for Everyone! Save It Now

During this year’s Spring Festival, an “AI rising star” from Hangzhou quietly emerged, named DeepSeek. It struck like a sudden lightning bolt, illuminating the global AI night sky and bringing a mysterious “Eastern power” to the open-source community. As DeepSeek gained popularity, more and more people began to use this AI tool. So how can … Read more

A Quick Guide to DeepSeek for Ordinary People

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A Quick Guide to DeepSeek for Ordinary People

This Spring Festival, an “AI star” from Hangzhou quietly rose to prominence, named DeepSeek. It struck like a sudden lightning bolt, not only illuminating the global AI night sky but also bringing a mysterious “Eastern power” to the open-source community. As DeepSeek gained popularity, more and more people began to use this AI tool. So … Read more

How Reliable Is AI? A Deep Dive into the ‘Hallucination’ Mechanism of Large Models

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How Reliable Is AI? A Deep Dive into the 'Hallucination' Mechanism of Large Models

Have you ever encountered a situation where you ask an AI a question, and it provides you with a particularly detailed and logical-sounding answer? However, when we fact-check it, we find that the information is completely fabricated? This is the famous ‘AI Hallucination’ phenomenon. Scroll up and down to see more, image source: 河森堡 新浪微博 … Read more

8 Practical Strategies for Applying AI in Classroom Teaching

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8 Practical Strategies for Applying AI in Classroom Teaching

Generative Artificial IntelligenceWhat New Changes Does It Bring to the Classroom?In the winter of 2023, I participated in a teacher training program in Tianhe District and Baiyun District of Guangzhou. The theme of the training was to help every teacher learn to use generative artificial intelligence to assist in teaching and to design unit teaching … Read more