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AI courses

2015 Courses

California Institute of Technology XuetangX

AI TIME：你的KDD小课堂

Welcome to AI TIME: 你的KDD小课堂, a comprehensive course offered by XuetangX, where you can delve into the cutting-edge fields of Artificial Intelligence, Machine Learning, and Data Mining. Enhance your knowledge and skills through meticulously crafted content, tailored to turn complex concepts into approachable, engaging lessons. Join a commun.
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California Institute of Technology XuetangX

语义解析漫谈：机会与挑战

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California Institute of Technology XuetangX

初探人工智能

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California Institute of Technology XuetangX

AI TIME PhD Debate-7：因果推理的应用与发展

Engage in the AI TIME PhD Debate-7, centered around the application and advancement of causal reasoning. Presented by XuetangX, this event delves into crucial topics within artificial intelligence and its interplay with causality. Whether you're a student, researcher, or practitioner, this debate offers a platform to gain insights from pioneeri.
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California Institute of Technology XuetangX

AI TIME：深度推荐系统的探索与实践

AI TIME: 深度推荐系统的探索与实践 Delve into the world of deep recommendation systems with our in-depth lecture conducted in Chinese, brought to you by XuetangX. This course offers a comprehensive exploration of both the theoretical underpinnings and practical implementations of recommendation algorithms. Engage with key concepts and examine how.
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California Institute of Technology XuetangX

数字素养与社会经济

本课程结合趣味科普，让学生从数据和技术的角度重新认识世界。从经济角度分析网红及其他现象，全面了解数字经济，具备大数据思维，提升数字素养。此为数字化社会的核心素养，是公民生存的基本能力，也是21世纪劳动者和消费者的关键技能。课程强调“双重”技能：数字技能和专业技能，避免成为数字时代的信息盲。 《数字素养与社会经济》课程分为数字经济的基础、经济模式、发展.
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California Institute of Technology XuetangX

人工智能（通识课）

人工智能在互联网时代获得了前所未有的发展机遇，已经成为目前发展最迅速、对社会影响最大的新兴学科。由于人工智能是模拟人类智能解决问题的方法，几乎在所有领域都具有非常广泛的应用，所以，目前许多高校开设了大学生人工智能通识课程。 课程涵盖了人工智能的概念、发展简史、研究内容及应用，引导学生深入各个研究领域，并介绍知识表示、推理方法、搜索策略、遗传算.
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California Institute of Technology XuetangX

AI TIME PhD 浙江大学CAD&CG国家重点实验室专场二

Experience an advanced learning session with AI TIME PhD at Zhejiang University's renowned CAD&CG National Key Laboratory. Enhance your knowledge and skills in Artificial Intelligence and Computer Graphics, guided by top educators. Bring out your potential in transformative technologies through these specialized courses provided by XuetangX.
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California Institute of Technology XuetangX

AI TIME PhD 哈工大HIT-SCIR实验室专场二

AI TIME PhD: 哈工大HIT-SCIR实验室专场二 加入AI TIME PhD: 哈工大HIT-SCIR实验室专场二，探索人工智能领域的最新研究与发展动向。本系列面向希望深入了解自然语言处理、机器学习及信息检索技术的学者与研究人员。 来自哈尔滨工业大学的顶尖研究人员将在本次中文学术讲座中分享他们的研究成果和见解，展示哈工大社会计算与信息检索实验室（HIT-SCIR）在这些领域取得的进.
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California Institute of Technology XuetangX

AI TIME:知识图谱的高效构建与工业应用

Discover innovative techniques for knowledge graph construction and apply them in industrial settings with the AI TIME course by XuetangX. Enroll now to deepen your understanding of knowledge graphs alongside related fields such as Artificial Intelligence, Graph Theory, and Data Integration.
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Artificial intelligence is the ability of a machine to imitate human thinking. This is the name of modern technology with the help of which electronic devices, programs and robots can solve various problems using given algorithms. We tell you where to start studying AI course and why it is needed.

What is AI course and why is it so interesting?

The topic of artificial intelligence course and machine thinking interested scientists even before the invention of computers, and after the advent of computers it reached a new level. In the 1950s and 60s, issues related to the creation and use of artificial intelligence began to be widely discussed in society.

The answer to this question is also difficult to find because there are no clear criteria for the intelligence of a machine. If this is the ability to make logical conclusions, then the computer has long surpassed humans. When it comes to flexibility and originality of thinking, humans are still superior to even the most modern intelligent devices.

AI is actively used in a variety of fields, the list of which is expanding every year, and not only techies, but also humanists—specialists in project management, advertising and PR, psychologists, economists, and linguists—can find their place in this area.

What can artificial intelligence course programs do?

Modern artificial intelligence technologies make it possible to create devices and programs that:

find the maximum possible solutions to one situation; machine intelligence can quickly analyze all options and calculate which one will be the cheapest, safest, and most effective. The machine’s responses will depend on what task a person has given it. For example, AI courses online can show how to calculate which model or product is more profitable to produce based on data on the cost of consumables and sales volumes.

can answer any questions integrated into their system; at the same time, the machine can not only find a ready-made answer in the database, but also search for it using intermediate leading questions that gradually narrow the search area.

collect and process large amounts of information, analyze it, combine unrelated pieces of information; This is how, for example, the image search system works in Google.

Artificial intelligence is a technology not only of the present, but also of the future, and specialists in this field will not have problems finding employment in the next few decades. Huge investments are already being attracted to this area, which means there will be no problems with remuneration for workers involved in the development, production and implementation of the best AI courses technologies from AI Eeducation.

Contribution to science and culture

Artificial intelligence and the creation of intelligent programs and devices is an area in which new discoveries are constantly being made. By working on artificial intelligence, scientists and engineers are at the forefront of world science, moving humanity forward. In addition, the development of artificial intelligence and its introduction into our lives gives rise to many ethical and philosophical questions, the resolution of which requires not a machine mind, but a human mind capable of creative thinking.

Creation

In the field of creating AI, not only software developers are in great demand, but also people with creative thinking who are able to come up with and promote new ideas. To work in this field, it is important to be able to think outside the box. A separate promising area that a creative person can take up is teaching a machine to create works of art. Already today computers draw pictures, write music and poetry. In the near future, perhaps they will take over the creation of books, films and cartoons.

Mastering new skills

To work in the field of artificial intelligence, you need a good knowledge of mathematics and basic programming. For the study of AI, the two most important branches of mathematics are linear algebra and probability theory. The most popular programming language in this area is Python, followed by R and Lua. Knowledge of the English language will also be useful - the most modern scientific data, articles, reports on achievements and experiments are usually published in English!