[Books at the end of the article] Today I recommend several high-quality books in the fields of AIGC, AGI, GhatGPT, and artificial intelligence large models.
Table of contents
Preface
2023 is the year of the explosion of large-scale artificial intelligence language models. Some concepts and English abbreviations also appear intensively in this year, which is easy to confuse and even confuse people.
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**LLM: **Large Language Model, a large language model, is designed to understand and generate human language. LLM is characterized by its large scale and contains hundreds or hundreds of billions of parameters. It can capture the complex patterns of language, including syntax, semantics and some contextual information, thereby generating coherent and meaningful text. ChatGPT, GPT-4, BERT, Wen Xinyiyan, etc. are all typical large-scale language models.
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**GPT: **Generative Pre-training Transformer is a large-scale natural language generation model based on Transformer developed by OpenAI.
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**AIGC: **Artificial Intelligence Generated Content, that is, AI-generated content. It refers to content generated using AI technology, such as AI writing articles, drawings and even videos, etc.
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**AGI: **Artificial General Intelligence, that is, general artificial intelligence. The goal of AGI is to create a system that can think, learn, and perform a variety of tasks like humans, becoming an all-powerful "super brain" that may surpass humans in any field in the future.
In addition to concepts, if you want to learn more about the details and progress of these technologies, I recommend reading these books.
1 "ChatGPT driver software development"
**Recommendation: **Chinese IT leader Chen Bin’s new work explains in detail the application of ChatGPT in the entire software development process, greatly improving R&D efficiency and shaping engineers’ competitive advantages in the AI era.
2 "ChatGPT Principle and Practice"
**Recommendation: **Written by BAT senior AI experts and large model technology experts, and highly recommended by many experts such as MOSS system leader Qiu Xipeng! Systematically sort out and deeply analyze ChatGPT's core technology, algorithm implementation, working principles, and training methods, and provide a large amount of code and annotations.
3 "Neural Networks and Deep Learning"
**Recommendation:** Douban score 9.5! The masterpiece of Professor Qiu Xipeng of Fudan University, recommended by Zhou Zhihua and Li Hang! The official version of the well-received Deep Learning Lectures Dandelion Book! Systematically organize the knowledge system of deep learning, and explain the principles, models and methods of deep learning from shallow to deep. A deep learning book more suitable for Chinese readers.
"Neural Networks and Deep Learning: Cases and Practice" is a supporting case of "Neural Networks and Deep Learning" produced by teacher Qiu Xipeng. It is deeply integrated with "Neural Networks and Deep Learning" to interpret the theoretical content of the original book from a practical perspective. Professor Qiu Xipeng of Fudan University and Baidu Flying Paddle R&D team jointly contributed.
4 "AIGC Reshapes Education"
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**Recommendation:
**Leading Education and Learning Action Guide in the ChatGPT Era
Comprehensively help teachers, parents, and students stay ahead of the competition in the future Leading
Written by Liu Wenyong, General Manager of College Student Business of Gaotu Education Technology GroupHighly recommended by many educators and entrepreneurs
Supporting video explanations to continuously update cutting-edge knowledge in the AIGC field
5 "General Artificial Intelligence"
**Recommendation: **A book on artificial intelligence that everyone can have. Since at least the 1950s, there has been much hype that a machine might soon be created that could match the full range and level of human intelligence. Now, we have successfully created machines that can solve specific problems with accuracy that matches or exceeds that of humans, but we still elude general intelligence. This book wants to discuss with you what kind of efforts are needed to obtain not only specialized intelligence, but also general intelligence.
If you're interested in intelligence, want to learn more about how to build autonomous machines, or are concerned that these machines will suddenly one day take over the world in something called the "technological singularity," read this book.
6 Send a book at the end of the article
- 1 book will be given away this time
- Activity time: Until 2023-12-21
- Participation method: follow the blogger, like, collect and comment as you like
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