Deep Learning: Structuring Machine Learning Projects

Deep Learning: Structuring Machine Learning Projects

Notes from Andrew Ng’s DeepLearning.ai Course [Andrew Ng’s DeepLearning.ai Notes 1] Intuitive Explanation of Logistic Regression [Andrew Ng’s DeepLearning.ai Notes 2] Simple Explanation of Neural Networks (Part 1) [Andrew Ng’s DeepLearning.ai Notes 2] Simple Explanation of Neural Networks (Part 2) Is deep learning not working well? Andrew Ng will help you optimize neural networks (1) … Read more

DA/T77-2019 Optical Character Recognition Standards for Digital Copies of Paper Archives

Preface This standard is drafted in accordance with the rules given in GB/T 1.1-2009. This standard is proposed and standardized by the National Archives Administration. The drafting units of this standard: National Archives Administration, Qingdao Archives. Main drafters of this standard: Liu Yun, Ding Desheng, Yang Laiqing, Zou Jie. 1 Scope This standard specifies the … Read more

How Far Is AI from Practical Automation?

How Far Is AI from Practical Automation?

Artificial intelligence, from its name, suggests two characteristics: automation and intelligence. From these two perspectives, the level of intelligence is insufficient, leading to an inability to truly achieve automation in practice. For example, a private enterprise has bank reconciliation statements, each bank’s statement has different formats and a large quantity, resulting in a significant workload! … Read more

Design Ideas for Intelligent Article Generation Agent Based on LangGraph

Design Ideas for Intelligent Article Generation Agent Based on LangGraph

1. Technical Background and Design Goals Current content generation systems face three common technical challenges: low efficiency in processing multi-source heterogeneous data, insufficient structural coherence in long text generation, and weak collaborative generation capabilities for multimodal content. This research proposes a solution based on the LangGraph framework, aiming to build a modular and scalable intelligent … Read more

The Reality Behind DeepSeek

The Reality Behind DeepSeek

Recently, the topic of DeepSeek has been widely discussed, and we are preparing to approach this issue from a different angle. Does anyone remember a couple of years ago when the entire internet was discussing issues like “the digital economy is merely a virtual economy” and “hard technology is the real technology”? In the past … Read more

Four Learning Stages of Deep Learning

Four Learning Stages of Deep Learning

Click on the above “Beginner Learning Vision” to choose to add Star or Pin. Significant content delivered at the first time Source: Coggle Data Science The field of machine learning is vast. To avoid getting lost in learning, the following list can help guide your studies. It outlines some learning details of deep learning. Stage … Read more

What Is Machine Learning?

What Is Machine Learning?

As we all know, artificial intelligence is one of the hottest topics today, and the rapid development of computer and internet technologies has pushed research in artificial intelligence to a new climax. Artificial intelligence is an emerging technological science that studies the theories, methods, and applications of simulating and extending human intelligence. Machine learning, as … Read more

PyTorch Code Snippets Compilation for High Frequency Use

PyTorch Code Snippets Compilation for High Frequency Use

Source: About Data Analysis and Visualization This article is approximately 8000 words long and is recommended for a reading time of over 10 minutes. This article is a collection of commonly used code snippets for PyTorch, covering five aspects: basic configuration, tensor processing, model definition and operation, data processing, and model training and testing, along … Read more

Unveiling The Identity Of The Woman In The Prince’s Painting Using CNN

Unveiling The Identity Of The Woman In The Prince's Painting Using CNN

Welcome to follow and receive learning materials. After selecting from the public account, you can receive daily updates. Plot In episode 7 of Qing Yu Nian 2, aside from the queen, there is a question of “who exactly is this woman in the painting”. Fan Xian also discovers the faceless woman in the prince’s painting, … Read more

Five Key Issues in China’s Large Model Industry

Five Key Issues in China's Large Model Industry

Author: Liu Yiqin Source: Caijing Eleven (ID:caijingEleven) Currently, large models are becoming an important force driving a new round of technological innovation, industrial upgrading, and productivity leap. Domestic technology companies are seizing the opportunity, intensively launching artificial intelligence large models, showing a hundred flowers blooming situation. However, beneath the excitement of the “hundred model war,” … Read more