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The annual 1024 Programmers Carnival is here again! Become a better version of yourself, keep reading and learning, don’t leave any regrets to yourself, take action!
So, what are some good books worth buying? The editor has compiled for you cutting-edge technology, artificial intelligence, integrated circuit science and chip technology, new generation information and communication technology, cyberspace security technology, four The recent rankings of good books in major hot areas hope to help you make a choice.
Highly recommended
New books of the season
1. Learn Linux quickly: system application from beginner to proficient
2. Getting Started with Python Web Crawler to Practical Combat
3. Reinforcement Learning: Cutting-edge Algorithms and Applications
4. Deep learning: mathematical foundation, algorithm model and practical combat
5. Illustrated introduction - an in-depth introduction to semiconductor components
6. A book to understand the chip manufacturing process
7. CTF practice: from entry to improvement
IT Technology
IT technology
In 2023, with the development of various cutting-edge technologies, we have taken another solid step on the journey towards a new era of digital economy. The development of cutting-edge technology is inseparable from the support of Linux, Python and other technologies. Recently, we have invited authors from famous experts in related fields to create two related technical books to help everyone improve their technology and improve themselves!
▊《 Learn Linux quickly: system application from entry to proficiency》
Written by Liang Xu
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Professional: Jointly published by Liang Xu, the online Linux fan account owner with over 500,000 fans, and many experts
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Great value: 150 quick-learning Linux command teaching videos, electronic lesson plans and learning materials
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Easy: use character dialogue combined with illustrations to break down technical details to reduce learning pressure
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Practical combat: 220 hands-on exercises and 47 knowledge expansion exercises. You can operate them on the computer after reading them.
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Interaction: Scan the QR code next to the case to watch 47 teaching videos with full audio explanations
▊《Getting started with Python web crawler in practice》
Yang Hanwen Zhou Peiyuan Chen Shanshan
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The authors of this book, Don't Eat Tomatoes and Chuan Chuan, are both professional bloggers and opinion leaders with 500,000 fans on professional websites such as CSDN. This book covers basic knowledge to practical cases, with more than 200 case codes and nearly 200 knowledge points.
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First, it introduces the basic knowledge of web pages, then introduces urllib, Requests request library and parsing libraries such as XPath and Beautiful Soup. Then it introduces selenium's crawling of dynamic websites and Scrapy crawler framework. Finally, it introduces the basics of Linux to facilitate readers' independent deployment. Written crawler script. All the code and related materials in this book can be downloaded from GitHub
Artificial Intelligence
AI
What will be the hot spot in the field of artificial intelligence in 2023? ChatGPT is well deserved! Its emergence marks a major breakthrough in language model technology. It generates smooth, interesting and sensible conversations based on user input and context. ChatGPT can be used not only for entertainment, education, and social purposes, but also for collaborative creation, such as generating images, videos, text, and other content. So what enables ChatGPT to have such powerful functions? Among them, we have to mention the research directions in the field of artificial intelligence, reinforcement learning and machine learning.
▊"Reinforcement Learning: Cutting-edge Algorithms and Applications"
Bai Chenjia Zhao Yingnan Hao Jianye Liu Peng Wang Zhen
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Preface by Professor Wu Fei of Zhejiang University Highly recommended by Professor Zhang Chengqi, Professor Liu Ting, and Professor Deng Xiaotie.
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It introduces the rapid development of reinforcement learning at the algorithm level, as well as algorithms such as model-based learning, exploration and utilization, multi-objective learning, hierarchical learning, and skill learning that are produced to improve sample efficiency, as well as some emerging fields, including offline learning and representation learning. , meta-learning, etc.
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Algorithms designed to improve data efficiency and strategy generalization capabilities also introduce relevant knowledge of reinforcement learning in application fields such as intelligent control, machine vision, language processing, medical treatment, recommendation, and finance.
▊《Deep Learning: Mathematical Foundations, Algorithm Models and Practical Combat》
Yu cotyledons
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Analyze the foundation and practice of deep learning models in multiple fields, and comprehensively introduce the principles and application of deep learning algorithms in multiple fields.
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Detailed explanation of various advanced machine learning algorithms such as supervised learning, unsupervised learning, probabilistic graphical models, kernel methods and reinforcement learning; all algorithms are implemented by the PyTorch framework, equipped with practical explanations, covering click rate estimation, variational inference, Gaussian process, deep reinforcement learning and other cutting-edge fields.
Semiconductor
semiconductor
Semiconductors, which are smaller than a postage stamp and thinner than the diameter of a hair, are a core component of the current world economic growth and technological innovation. From smartphones, personal computers, and pacemakers to the Internet, cars, and space shuttles, semiconductors are everywhere in electronic devices and in the digitization of goods and services. It brings humans into the information-based and intelligent world and is the foundation of the high-rise building of the information-based society. Semiconductors drive advancements in countless applications including communications, computing, medical, military, transportation, and more. And it has given rise to new technologies such as artificial intelligence, virtual reality, and the Internet of Things that are expected to make society better. The semiconductor industry is therefore known as the crown jewel of high-end manufacturing. To a certain extent, solving the "stuck neck" problem of semiconductor technology and resolutely winning the battle for core technologies in the semiconductor field will determine my country's position in global technology competition.
▊"Illustrated Introduction - Semiconductor Components Essentials"
[Japan] Execution Zhizhi Written by Lou Yu Translated
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Toshiba Corporation designated internal training book
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It carefully arranges 163 formulas, 168 knowledge points, and uses 159 charts to illustrate it graphically. This is a rare hard-core popular science book. I hope it can be a stepping stone for you to open the door to the world of semiconductors!
▊《A book to understand chip manufacturing equipment》
Wang Chao Jiang Jing Niu Yi Wang Gang
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The first book in China that comprehensively introduces chip manufacturing equipment.
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It is created by experts from Tsinghua University and University of Electronic Science and Technology of China.
Cyberspace Securiy Technology
cyberspace security
With the continuous advancement of technology, the attack cost of network attackers continues to decrease, and the attack methods become more advanced. Throughout 2022, major global cybersecurity incidents will occur frequently and become more harmful, and these trends will continue into the new year. In 2023, facing the new digital journey, the country and enterprises must not only seek development based on security, but also promote security through development. With the accelerated circulation of data production factors, higher requirements have been put forward for the systematic security construction of enterprises. The whole society, the whole industry, and the whole industrial chain are facing new development opportunities and risks and challenges. Can the digital economy fully integrate with the real world under the premise of compliance and security, and provide sustained momentum for the goal of "high-quality development"? will be a crucial proposition.
▊《CTF Practical Combat: From Entry to Improvement》
Miao Chunyu Ye Leipeng
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Three academicians Shen Changxiang, Fang Binxing and Wang Xiaoyun jointly recommended it, and it is the work of Anheng information technology experts.
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Focus on explaining the knowledge and skills of five major competition categories: Web security, Crypto passwords, MISC security, Reverse reverse engineering, and PWN.
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Comes with case source code resources and experimental operation platform.