[Decoding Chatgpt] Yang Qingfeng | Chatgpt: Characteristic Analysis and Ethical Investigation

Since November 2022, ChatGPT, a chat robot developed by American artificial intelligence research company OpenAI, has quickly become the fastest-growing consumer-grade application in history, attracting widespread attention. The emergence of ChatGPT has become the tipping point of the development of artificial intelligence, which has promoted the competition of scientific and technological innovation in various countries to enter a new track. The leap of technology will inevitably lead to in-depth observation in application scenarios. No matter how smart artificial intelligence services become, adapting to and meeting the needs of human development is always the fundamental direction. Facing the future, discussing ChatGPT’s important influence on people’s mode of production, lifestyle, way of thinking, behavior mode, values, industrial revolution and academic research will help us to use and manage this technology correctly and then think about the development prospect of artificial intelligence.

Hegel mentioned the concept of bubble burst in the Ethical System, which meant that the process of destruction was like an expanding bubble bursting into countless tiny water droplets. If we look at the development of artificial intelligence technology with this concept, we will find that it is more consistent. After the artificial intelligence bubble burst in 1956, it became many tiny water droplets and splashed everywhere. There are AlphaGo and so on in chess; There are AlphaFold and so on in scientific research; Language dialogue includes LaMDA, ChatGPT, etc. Image generation includes Discord, Midjourney and so on. These technologies have gradually converged into a force, which has involved mankind in an era of intelligent generation.

ChatGPT: generating and embedding

Generation constitutes the first feature of ChatGPT, which means innovation, but this is questioned. Chomsky believes that ChatGPT discovers rules from massive data, and then connects the data according to the rules to form similar content written by people, and thinks that ChatGPT is a plagiarism tool. This view is somewhat inaccurate. In the process of ChatGPT generation, something new is produced. However, this is not new in the sense of existence, that is to say, it does not produce new objects, but finds unseen objects from old things through attention mechanism. In this sense, it belongs to the new in the sense of attention. In 2017, a paper entitled "Attention is All You Need" proposed transformer based on the concept of attention, and later ChatGPT used this algorithm. This technology uses self-attention, multi-head-attention and other mechanisms to ensure the emergence of new content. Moreover, ChatGPT may also generate text by reasoning, and the results can not be summarized by plagiarism.

Embedding constitutes the second feature of ChatGPT, and we can regard the embedding process as enriching some form of content. The development of intelligent technology is divorced from the track of traditional technology development. Traditional technology is often regarded as a single technical article, and its development presents a linear evolution model. However, the development of intelligent technology gradually shows embeddability. For example, as a platform, smart phones can be embedded with many apps. ChatGPT can be embedded in search engines and various applications (such as various word processing software). This kind of embedding can obviously improve the ability of agents. This is the basis of ChatGPT enhancement effect. According to Statista’s statistics, as of January 2023, OpenAI has been closely integrated with science and technology, education, commerce, manufacturing and other industries, and the trend of technology embedding is becoming increasingly obvious. The degree of embedding affects the friendliness of the robot. At present, ChatGPT can’t be embedded in the robot as a sound program. In our contact, it is more like a pen pal. In the future, companion robots and talking robots may be more important, such as voice communication, human talking, machine listening and responding.

ChatGPT’s black box status

For ChatGPT, transparency is a big problem. From a technical point of view, opacity stems from the unexplained problem of technology. Therefore, technical experts attach great importance to the interpretability of ChatGPT, and they also have a headache about the black box effect of neural network. In terms of operation mode, the operation of ChatGPT itself is difficult to explain. Stuart Russell clearly pointed out that we don’t know the working principle and mechanism of ChatGPT. Moreover, he doesn’t think that the large-scale language model brings us closer to real intelligence, and the interpretability of the algorithm constitutes a bottleneck problem. In order to solve this problem, they can observe the mechanism of neural network and touch the underlying logic through some technical methods such as reverse engineering. And through the mechanical interpretable method, the results are displayed in its visual and interactive form. With the help of these methods, they opened the black box of neural network. However, the interpretability obtained by this method is only effective for professional and technical personnel.

From a philosophical point of view, the emergence of black box is related to terminology. Difficult and obscure terms will affect the acquisition of theoretical transparency. For example, the theoretical concepts on which ChatGPT algorithm depends need to be clarified. In the article "Attention is All You Need", attention mechanism is a common method, which includes self-attention and multi-attention If these concepts are not effectively clarified, it will be difficult for outsiders to understand, and the black box will still not be opened. Therefore, one of the most basic problems is to clarify attention itself. However, this task is far from complete. Ethical problems caused by lack of transparency will bring about a crisis of trust. If the principle of ChatGPT is difficult to understand, its output will become a problem. In the end, this defect will affect our trust in technology and even lose confidence in technology.

Enhancement effect of ChatGPT

ChatGPT is an intelligent enhancement technology. What it can do is to intelligently generate all kinds of texts. For example, generate an outline of data ethics and generate the research status of a frontier issue. This obviously enhances the search ability and enables people to obtain higher efficiency in a short time. This enhancement is based on generativeness and embeddedness. From the generative point of view, it realizes the discovery of brand-new objects through the transformation of attention; In terms of embeddedness, it greatly improves the function realization of the original agent.

As an intelligent technology, ChatGPT can obviously improve the work efficiency of human beings. This brings out a basic problem: the relationship between human beings and agents. We divide intelligence into substantive intelligence and relational intelligence. Entity intelligence, that is, the intelligence possessed by entities, such as human intelligence, animal intelligence and entity robot intelligence; Relational intelligence is mainly used to describe the relationship between human beings and agents, and augmented intelligence is the main form of relational intelligence. It is necessary to purify the enhanced intelligence, make it show the general significance of people and technology through philosophical treatment, and make it have normative significance through moral treatment.

However, ChatGPT, which can enhance the effect, will cause some ethical problems. The first is the problem of intelligence gap. At present, this technology is limited, and there is a certain technical threshold, which will lead to the widening gap among users, that is, the gap caused by intelligent technology. This is the gap and gap arising from the acquisition of technology. The second is the issue of social equity. Unless this technology can be as popular as mobile phones, this fairness problem will be exposed very significantly. People who can use ChatGPT to work are likely to improve their efficiency significantly; Those who can’t use this technology will keep their efficiency at the original level. The third is the problem of dependence. Users will feel the convenience of this technology during use. For example, it can quickly generate a curriculum outline, write a literature review, and search for key information. This will make users gradually rely on this technology. But this dependence will have more serious consequences. Taking searching literature as an example, with the help of this technology, we can quickly find relevant literature and write a decent summary text. Although ChatGPT can quickly generate a literature review, it has lost the academic training of related abilities, so the result may be that researchers and students have lost their abilities in this field.

The relationship between ChatGPT and human beings

In the face of the rapid offensive of ChatGPT, academic circles generally take a defensive stance, especially many universities have banned the use of this technology in homework and thesis writing. However, prohibition is not the best way to deal with it. Technology is like water, which can be infiltrated in many ways, so relatively speaking, rational guidance is more appropriate.

To guide rationally, we need to consider the relationship between agents and human beings. I prefer to compare the relationship model between the two to "make the finishing point". Taking the generation of text outline as an example, ChatGPT can generate a data ethics outline based on data processing links around related ethical issues in data processing, such as collection, storage and use. In a narrow sense, this outline is appropriate and can reflect some aspects of ethical issues in data processing. However, from a broad point of view, this outline is too narrow, especially only from the data processing itself to understand data, without considering other aspects, such as dataization, data and lifestyle. What we can do or want to do is to make the finishing touch on the generated text and make it "live" through adjustment. In this way, the position of intelligently generated text has also begun to be clear: it is the finishing touch of human beings that plays a key role in the generation. Without this pen, the intelligently generated text is just a text without soul. If not, it will be difficult to guarantee the meaning and value of human beings, and the corresponding ethical problems will also arise.

Quantum machine learning: the intersection of quantum computing and artificial intelligence

With the continuous progress of technology, the concept of quantum computing is more and more widely known. As a new computing paradigm, quantum computing is very different from traditional computing methods. It can deal with problems that traditional computers can’t handle, which makes quantum computing have broad application prospects in the field of artificial intelligence. Quantum machine learning, as an important field where quantum computing and artificial intelligence intersect, has a wide and far-reaching application prospect. This paper will introduce the basic concept, principle and application of quantum machine learning, and analyze its future development trend.

First, the basic concepts of quantum machine learning

Quantum machine learning is a technology that uses quantum computing to realize machine learning. Its main purpose is to use the advantages of quantum computing to deal with problems that traditional computers can’t handle and improve the efficiency and accuracy of machine learning. The main difference between quantum machine learning and traditional machine learning is that it uses qubits to store and process data instead of classical bits used in traditional machine learning.

Second, the principle of quantum machine learning

The principles of quantum machine learning mainly include quantum data coding, quantum state preparation and quantum algorithm design. Among them, quantum data coding is the process of coding classical data into quantum States, so that the efficiency and accuracy of machine learning can be improved by using the characteristics of superposition and entanglement of quantum States. Preparation of quantum states is a process of putting qubits into the required quantum states. By controlling and operating qubits, the conversion between different quantum states can be realized, thus realizing various algorithms in machine learning. The design of quantum algorithms is the process of designing and implementing quantum algorithms, which can be optimized on quantum computers, thus achieving the purpose of machine learning.

Third, the application of quantum machine learning

Quantum machine learning is widely used, including classification, clustering, regression, dimensionality reduction and other fields. Here are some applications:

  1. Quantum neural network

Quantum neural network is a new type of neural network, which uses quantum bits to store and process data. Quantum neural network can deal with complex nonlinear problems, which makes it have a wide application prospect in image recognition, speech recognition and other fields.

  1. Quantum support vector machine

Quantum support vector machine is a support vector machine algorithm based on quantum computing, which can process high-dimensional and nonlinear data sets faster and improve the accuracy and efficiency of classification. Quantum support vector machine is widely used in bioinformatics, image processing, financial forecasting and other fields.

  1. Quantum clustering

Quantum clustering is a method to realize clustering analysis by quantum computing, which can process a large number of data faster and improve the accuracy of clustering. Quantum clustering is widely used in biology, image processing, market analysis and other fields.

Quantum dimensionality reduction is a method to realize dimensionality reduction analysis by quantum computing, which can process high-dimensional data faster and reduce the complexity and storage space of data. Quantum dimensionality reduction is widely used in data mining, image processing, natural language processing and other fields.

Fourth, the future development trend of quantum machine learning

With the continuous progress of quantum computing technology, the application prospect of quantum machine learning will be more and more extensive. In the future, the development trend of quantum machine learning mainly includes the following aspects:

  1. Further improvement of hardware technology

At present, the performance of quantum computer needs to be improved, and the development of hardware technology will help to improve the efficiency and accuracy of quantum machine learning.

  1. Innovation of algorithm design

With the deepening and development of quantum machine learning theory, algorithm design will become more and more important. In the future, quantum machine learning algorithms will be more complex and efficient.

  1. Expansion of application scenarios

With the continuous expansion of the application scenarios of quantum machine learning, the future will involve more fields, including physics, chemistry, biology, finance, transportation and so on.

To sum up, quantum machine learning, as an important field where quantum computing and artificial intelligence intersect, has a very broad application prospect. In the future, quantum machine learning will continue to develop and innovate in hardware technology, algorithm design and application scenarios, thus bringing more benefits and development opportunities to human society.

AI governance also needs "steering wheel" and "brake pad". How can Shangtang Technology achieve reality-oriented?

Shangtang Technology has implemented the "reality-oriented" concept of digital world development into its own practical development to promote the integrated development of digital economy and real economy.

"Investment Times" reporter Su Hui

In 2023, the two national conferences arrived as scheduled. The reporter of Investment Times noticed that compared with previous years, there was a new change in the two sessions this year, that is, representatives of a number of head Internet technology companies no longer served as NPC deputies or Chinese People’s Political Consultative Conference members due to the expiration of their terms of office, and they successfully completed a new and old transition with the new generation of technology leaders.

For example, He Xiaopeng, chairman of Xpeng Motors, Chen Tianshi, chairman of CAMBRIAN artificial intelligence (AI) chip company, Cao Peng, chairman of technical committee of JD.COM Group, and Kelly Y Zhou, founder and CEO of Zhihu, were all elected as deputies to the National People’s Congress or members of Chinese People’s Political Consultative Conference for the first time. This time, they participated in the two sessions, and they also made active preparations for field research, offering suggestions and suggestions for the development of the industry and a better life.

"Scientific and technological innovation" has always been an important topic to be discussed at the two sessions every year, and the two sessions have always been an important vane for the development of domestic scientific and technological innovation. In this year’s related discussions of the two sessions, the words "cutting-edge technology" such as ChatGPT, humanoid robot and autonomous driving of AI model appeared frequently. A number of representatives in the fields of network security and industrial manufacturing also put forward key suggestions on protecting data security and the development of digital economy.

As a leading artificial intelligence software company in the industry, Shangtang Technology keeps a close eye on digitalization.

In recent years, the digital transformation of agriculture, manufacturing and service industries has been accelerated, which is promoting profound changes in the mode of production of enterprises, lifestyle of residents and social governance. In 2021, the scale of industrial digitalization reached 37.18 trillion yuan, a nominal increase of 17.2% year-on-year, accounting for 81.7% of the digital economy and 32.5% of GDP, and the digital transformation of industry continued to accelerate in depth.

Shangtang Technology relies on AIDC and Shang Tang AI Cloud to create an innovation engine for the digital transformation of traditional industries and deeply stimulate the industrial potential.

AIDC, an artificial intelligence computing center located in Shanghai Lingang, is an AI infrastructure built by Shangtang Technology for digital transformation of the whole industry. AIDC is an important part and physical bearing of computing infrastructure layer in SenseCore Shang Tang AI large-scale device. With multiple leading advantages such as super-large-scale elastic computing power, low computing power cost, high security and low network delay, AIDC builds an innovative base, and drives the upgrading of AI production capacity with higher efficiency and lower cost.

It also opened the technical capabilities of Shang Tang AI big devices to its partners through AIDC, launched SenseCore Shang Tang AI Cloud, a one-stop AI basic service platform, transplanted AI capabilities to the cloud, realized AI as a service AIaaS, provided enterprises with "inclusive, flexible and open" AI infrastructure products and services, promoted the process of AI industrialization and accelerated the digital transformation of the whole industry.

Through Shang Tang AI Cloud, customers can realize the mass production and deployment of high-quality AI algorithms in an efficient, automated and intensive way without deep professional knowledge and huge capital investment, quickly get through the long tail demand in various vertical industries and improve the value chain.

On the other hand, Shangtang Technology always attaches great importance to artificial intelligence governance. The relationship between governance and innovation of artificial intelligence is similar to the relationship between steering wheel, brake pad and throttle of automobile. AI governance is not only like a "steering wheel" that can guide technology research and product development in the right direction, but also has the function of "brake pad", which can stop AI innovation from developing in the wrong direction in time. The strength of the "steering wheel" and "brake pads" needs to be dynamically adjusted according to the priority of the "throttle". Therefore, AI governance needs to adapt to the rhythm changes of technological innovation and achieve a degree of relaxation.

In September, 2022, Shangtang Technology released the White Paper on Artificial Intelligence Governance with Balanced Development —— Annual Report on Ethics and Governance of Artificial Intelligence in Shang Tang (2022). On the basis of AI ethics with Balanced Development, Shangtang Technology further proposed to develop "responsible and assessable" artificial intelligence, and took it as the vision goal of artificial intelligence governance in Shang Tang to create a closed loop of ethical governance.

At the same time, in view of the new stage, new trend and new changes of AI development, Shangtang Technology actively promoted the ethical governance from the exploration of AI itself to the specific business scene field, and in December 2022, it took the lead in publishing the "Reality-oriented Development View of the Digital World-Metauniverse Sustainable Development Report" for the metauniverse scene, introducing Shangtang Technology’s governance proposition for the digital world, providing for the construction of the digital world needed for the development of the real economy.

It can be seen that Shangtang Technology has implemented the "reality-oriented" concept of digital world development into its own practical development, and achieved the goals of "meeting the real needs", "following the real rules" and "conforming to the real interests" through the combination of technological innovation and real industries, so as to promote the integrated development of digital economy and real economy.

Or become the "touchstone" of the women’s volleyball team in the World Championships, and four people are worth their money, and these three people are afraid of leaving the team completely.

As the first world competition in the Paris Olympic Games cycle, China women’s volleyball team finished sixth, and once again missed the championship. Fortunately, our ultimate goal is not this year’s World Championships, but the Olympic Games two years later. Therefore, this World Championships can be regarded as an opportunity to train and test the team, discover and cultivate some players through competitions, and lay a solid foundation for the women’s volleyball team to return to the peak in the future! Through this World Women’s Volleyball Championship, four players have played their own value, and they can also lock in a place to stay in the women’s volleyball lineup, while three players may not be able to re-enter the women’s volleyball national team in the future through this World Championship.

First of all, let’s take a look at the four outstanding players. Li Yingying, as the core of the team, will not be mentioned. They are Wang Yun, Diao Linyu, Wang Mengjie and Yang Hanyu! Although Diao Linyu is a veteran in this national team, this world championship is the first one she participated in. Diao Linyu’s performance is also obvious to all, and she completely pushed Ding Xia to the bench. In the future, with the latter gradually fading out of the national team, Diao Linyu is definitely the first choice for the second pass position. Wang Yun’s words can be regarded as the biggest discovery of China women’s volleyball team. After that, even if Zhu Ting and Zhang Changning come back, she can still lock in the position of the fourth main attack of women’s volleyball team.

Last year’s Tokyo Olympic Games had a great influence on Wang Mengjie, and she was almost retired by fans. Fortunately, she persisted in the end, and seized the opportunity again at this year’s World Championships, becoming the first free agent of the women’s volleyball team again! Although young Yang Hanyu didn’t get as many opportunities as the previous three players in the World Championships, she was basically replaced when the team was in the most difficult time. However, even though there are few opportunities, Yang Hanyu has grasped them well, at least during his playing time, and has a very good performance. Coupled with the lack of strength and performance of Wang Yuanyuan, the starting assistant attacker, Yang Hanyu is likely to replace Wang Yuanyuan in future competitions, and become a candidate for the main assistant attacker of the women’s volleyball team.

After this World Championships, the three players who are likely to leave the national women’s volleyball team, perhaps including the aforementioned Wang Yuanyuan, can only "abuse vegetables". Once she meets an opponent who is stronger than herself, it is difficult to play. The other two players are Jin Ye, a major player, and Wang Weiyi, a free agent. These two players have one thing in common: they are not young. Jin Ye, 26, and Wang Weiyi, 27, can’t be used as future training objects of the team. Besides, they didn’t play very well in this World Championships, and their strength is far from the level of playing the World Series. They should leave their positions to younger and more potential players!

The city’s fresh technology shares WiFi, which is a new choice for intelligent and convenient service in stores.

Founded in 2018, Wuhan Xianshi Technology Co., Ltd. is a technology-driven company. Its business segments include shared charging treasure, shared charging pile, unmanned container, life service, aggregate payment business, cloud computing and other industrial fields. With independent development capability, strong technical team, customer service team and rich experience in operation and promotion management, we are committed to the research and development of Internet technology and artificial intelligence equipment.

The city’s fresh technology sharing WiFi pays more attention to landing operation, which means that your customers are the end customers. All you have to do is push the ground, invite the merchants to settle in, and open the Wi-Fi code for the merchants (replace the Wi-Fi in the store). Paste the Wi-Fi code corresponding to the merchant according to the number of tables in the merchant’s store.

The business entry system is also divided into shares, which is quite attractive to developers or platform operators. Entering this area is completed by developers, because developers promote business entry with a share of profits.

For the platform operator, as long as the customers in the store scan the code to link WiFi successfully, you will get a profit, and this part of the profit is calculated automatically. Your profit is settled by Tencent’s traffic, and the following will form the effect of automatic operation. When others connect WiFi, you will get a profit, and the system operator will just enjoy the profit.

Those who have a positive infection in Shanghai today have three emergency measures to implement three aspects

At 5:00 pm on June 26, the Shanghai Municipal Government News Office organized a press conference of the 218th press conference of Shanghai New Crown Pneumonia’s epidemic prevention and control work. Zhao Dandan, deputy director of the Municipal Health and Health Commission, Lai Xiaoyi, a second -level inspector of the Municipal Commerce Commission, Long Wanli, deputy head of Jing’an District, Zhang Yefang, deputy head of Fengxian District, and Sun Xiaodong, deputy director of the Municipal Centers for Disease Control and Prevention, attended the relevant situation and answered questions from reporters. Essence Municipal Government spokesman Yin Xin presided over a press conference.

Some reporters asked, how many medium -risk areas are there at present in Shanghai? After a lapse of a few days, there is a sporadic infection in Shanghai. Can you do some analysis for the current epidemic situation?

Zhao Dandan said that as of now, there are 13 areas of risks in the city in the city, involving Xuhui, Baoshan, Songjiang, Yangpu, Hongkou, Putuo, Jing’an, Minhang, Fengxian, etc. Risk -regional. In this way, since 0:00 on June 27, there are 12 central risk areas left in Shanghai.

After 5 consecutive days in Shanghai, there were no social positive infections, and there was a sporadic positive infection today. It should be soberly realized that the transmission of Omikon’s mutation is fast and hidden. As the current flow of personnel gradually increases, the risk of rebound in the Shanghai epidemic still exists. Therefore, we must adhere to the total policy of "dynamic clearing zero", strictly implement the "four -party responsibility", and focus on implementing three aspects of emergency response measures:

First, in terms of command systems, the city and district -level command systems have always maintained a stress state. After discovering positive infections, they must respond as soon as possible, and respond to emergency response in a timely manner to block the spread of epidemic as soon as possible.

Second, in terms of discovery mechanisms, constantly improved the convenient and sensitive discovery mechanism, established and improved the comprehensive monitoring system of "nucleic acid+antigen", "place code+digital sentry", "hot kidnapper+pharmacy" Early discovery, early report, early disposal.

Third, in terms of the synergy mechanism, maintaining the collaboration between the public security, public health, industrial information, and big data centers and districts. Once those who are positive are found, they will immediately implement the "2+4+24" requirements, that is, the flow team is 2 hours. Arrive at the scene, complete the core information of the flow tone within 4 hours, and initially check the basic situation and complete the flow report within 24 hours.

Here, the friends of the general public are invited to continue to adhere to the "three -piece set" and "five more", and to do the following:

The first is to keep in mind the "two musts", that is, the code must be scanned, and nucleic acid detection must be performed as required.

The second is that in the face of the influence of the epidemic prevention personnel, we should fulfill the responsibility of epidemic prevention and truthfully inform the event trajectory and other information. We will protect your privacy.

Third, once suspicious symptoms such as fever occur, be sure to do personal protection and go to the nearest clinics in time.

Workplace white-collar workers, after entering the field of technology …

Last year, the Australian government launched a global talent program project, which is GTI, I would like to be unfamiliar, this is an immigrant project. One of this is very eye-catching, that is –fintech.

In the entire Git project,FINTECH is the only direction related to the business sectorAnd, Australia’s demand for talents in this direction is very strong. So,What is FINTECH, why is this talent in this area?

01

Who master Fintech, who can enter a famous enterprise

FINTECH is the abbreviation of financial technology, it is popularUse various types of technological means to innovate reform traditional financial industryProducts, thereby increasing efficiency, reducing operating costs. For example, everyone usually used WeChat payment, Alipay is one of financial technology.

With the rise of artificial intelligence, more and more financial companies have gradually transformed into financial science and technology.Among the top five Internet financial institutions in the world, there are four Chinese companies.That is to say, whoever masters Fintech, who can enter the famous enterprises.

In the "Fintech Development Plan" issued by the People’s Bank of China, the highest planning of future financial science and technology work. And in the "Certified Public Accountant" known as the financial industryCFA, the topic of the Fintech theme, There is no shortage of manual intelligence, machine learning, big data, automated transactions …

02

FINTECH industry salary high, positions

FINTECH is currently used in a variety of industries, borrowings, wealth management, payment services, insurance, credit, housing intermediaries, etc. Because it can replace many traditional financial results,Use intelligence to replace human and material resources, intelligent will be a future trend.

Fintech industry salary is also very high, options, stocks are also available, and you can also get new things and new challenges every day.

Tell you someCurrently popular FINTECH positionsThe block chain is one of the fastest growing skills of financial skills. Therefore, the demand for block chain developers is very large. Other is financial analysts, network security analysts, quantitative analysts, compliance experts, business development managers, etc.

03

Financial background + technology skills two steps

Speaking here,Do you interested in the Fintech industry? So, what skills do you need to enter this industry?First of all, it is definitely a financial background, followed by technology skills. Therefore, entering this industry requires rich financial knowledge, it also requires technical capabilities, such as Java, Python, C ++, etc.

forStudents with computer or financial industry bases, it is very advantageous to enter the Fintech industryIn the advanced, there are these cross-skills, you will learn very quickly. And in China, ant prostitutes, Jingdong finance, etc.

Of course, if you are not a lot of background, it doesn’t matter, you recommend a course for you.Dr. Tsinghua University computerChen Wei explained for everyone"FINTECH Data Analysis and Risk Prediction of Job Search"It will make a case-scented scenic examination for Fintech, and use a communical case such as a loan default, let you seize the essence of Fintech. Now only need0.99Yuan, you can learn from class, quickly sign up, to enter the Fintech industry.

Entering the field of financial science and technology

Cast "Ren Decoir" of the skills interoperability

More than the number of people is more, please wait patiently

04 FINTECH courses five advantages

Advantage 1: Case Site Jinghua Teaching

This course will be targetedFINTECH application scenario case analysis pattern teachingLet you know the Fintech, and know the company’s necessary technology, the company’s must-have technology required in the job search,There are some common machine learning surface test questionsLet you take a while when you interview, calmly face.

Teacher also introduced some of the more interesting Fintech projects to let you form a certain precipitate at the application level.

Advantage 1: Ph.D. in Computer, Tsinghua University

This course is taught by artificial intelligence experts, Dr. Tsinghua Computer, Chen Yu, who is Alibaba Cloud MVP, Tencent Cloud TVP. Multi-year artificial intelligence, data analysis, financial science and technology receive teaching experience, can learn from the students to learn from the students.

He is also a member of the IEEE ACM Member China Artificial Intelligence Association. He has won 2 NOI Competition first prize at the CCF Database Committee, 2 ACM Competition Asian Copper Awards, "Data Analysis" "SQL must know" column author, More than 100,000 fans published multiple SCLs in the artificial intelligence.

Advantage 3: Code practical drive teaching

The course is written in real baseline code, the teacher will take your hand with your hand, Baseline baseline tuning, etc.

The three-day course is gradually entered, just to help you enter the Fintech industry.

Advantage 4: Temcripping + Class Supervision Teaching

In addition to the leading teacher, this training camp.It is also equipped with professional assistant teachers, you have problems encountered in courses or doing homework.You can ask questions in the WeChat group, and the assistant will help you solve it in time.

Every day, you will remind you to go to class, urge you to learn, don’t worry about yourself because inertia doesn’t want to be class.

Advantage 5: Course Outlet Background Rely

This course is provided by the course, starting a class is a online vocational education unicorn company,In 2013, it was officially launched, and the accumulated paid students more than 5 million.For college students and in-service staff, provide diversified curriculum systems and talent services such as professional ability advanced, vocational qualification examinations, and help students achieve sustainable occupational growth.

In the 2020 CCTV Network Education Festival hosted by CCTV,Start a class, win 2020 reputation influence vocational education brands. If you want the workplace, you should first polish your eyes, choose the lead in the industry, and you can’t miss it.

Entering the Fintech industry requires strong knowledge, here is in class, also prepared for everyoneLearning materialsSpree, let you broaden your knowledge.

The information includes: 4 this AI good book and 8 artificial intelligence knowledge maps.

"Artificial Intelligence A Modern Approach Artificial Intelligence – A Modern Method": Artificial intelligence, Mit, Stanford, Harvard, etc. The artificial intelligent textbooks of many famous schools are preferred to expect to become a true artificial intelligence professionals and classmates who accept system training.

"Deep learning: Deep Learnin": From basic statistical and calculus, help master the most advanced depth learning technology. Suitable for classmates who use and want to learn how modern deep learning systems, principles, and methods.

"Handsmanship Machine Learning: HANDS-ON MACHINE Learning": Pure code driver, from theory to the best way to practice, from understanding theory to solve problems. Suitable for students who wish to solve artificial intelligence issues.

"Smooth Python: Fluent Python": Suitable for mastering basic Python programming capabilities, hoping to master more good programming capabilities, becoming a real programming "professional player" classmates.

Entering the field of financial science and technology

The girlfriend’s anger can only cheer frogs to fire, a humidifier that makes people love

Author: Science and Technology BB

Recently, my mood is really bad, and I don’t say a pile of things. I recently girlfriend, I can’t move it, I will have a flame mountain every time I go home.

Know the mountain, I have a tiger, I am biased towards the mountain! (Don’t go back, how can I come, I haven’t understood it, I maybe it is possible.

The fire is really big, how is the Sichuan hot pot? It is not a level, this is spell damage, which is far better than physical damage.

Cause: She is estimated by the fire because the weather is dry, blowing air conditioners at night, causing the body’s moisture loss, thus causing anger. In order to give the ancestors to reduce the fire, I also had a pain, and I bought a big humidifier. Using a humidifier, the dry environment in the home is really a lot, and the girlfriend is significantly smaller. Since there is an effect, it is ready to arrange to the ancestors. In order to let her in the dry weather, they are not lacking in the loss of moisture, drinking water must be necessary (buy a cup), can be in the humidifier in the humidifier, A card frozen mini humidifier (from the product test).

Demand: Humidifier, small, and portable in the office. Second, the value is not bad, otherwise not only can’t destroy the fire, it is easy to enter the oil. Humidifier is used, and cost-effective. (Satisfied, there is basically nothing)

The humidifier is mainly divided into two types of household humidifiers and industrial humidifiers.

One is an ultrasonic humidifier, one is a pure humidifier.

The chevan frog humidifier belongs to the ultrasonic humidifier category, which can disperse 5 microns water molecules, so that the skin enjoys the benefits of the benefits, one gesture to meet daily humidity demand, two rain forests are booming moisture summer air-conditioned room, winter heating dry, accompanied 365 days a year.

This humidifier has a leather handle, which is convenient to carry two spray ports. Two add water methods, which can directly open the top cover for humidifier, plus water, of course, you can also add water from the top. Add water, you can do not open the water, the open water is a little suitable for the bottle to slowly pour it, prevent water flow splash.

The package accessory manual, the data cable, and the water-absorbent (itself can be used for a long time can be replaced) is still very thoughtful, it does not need to be purchased again at least in a short time.

The chevy humidifier built into a 2000mAh built-in battery, and it can be done for 7 hours or so, and it can be inserted, and the charging hole is Micro-USB design, the back of the humidifier. If it is a Type-C port applicability will be higher.

The humidifier is turned on, click Open a single hole spray mode.

The humidifier is turned on, and the double hole spray mode can be opened if you double-click.

The humidifier top cover can be separated, convenient to water storage, the upper cover is the main functional area, and the water tank can be appropriately added according to the scale.

The water absorbers on the humidifier can be swapped, and the inside is a filter element, dirty can be replaced, always maintains hygienic, effectively inhibits the hyperplasia of bacterial viruses.

The water tank also comes with rice wheat stone, which can be fixed at the bottom of the humidifier, and countless fine small holes on the rice stone can also filter the impurities in natural water. The humidifier uses water dispenser filtration, and there is bacteriostatic silver ion and The water absorbing filter has a good antibacterial effect under the action of double protection.

This product is suitable for tap water, do not use pure water, distilled water, if the water soluble essential oil can be placed, because his fog is KHz microporous atomization piece. Atomized water without white powder, its atomization piece is also specially treated, and the anti-corrosion is done.

There is a non-slip mat design at the bottom, which can make the humidifier to be more secure and will not slip freely.

The key next to the key is a timed switch, and the length of the humidification can be set with you, and you can set 1H / 2H / 4H, no operation, after 12h, the machine will shut down by default. Meet your different needs.

【Summarize】

This humidifier positioning is portable, easy to take place, suitable for office, small square room. Simple design style, whether as humidified tools, or as a room for the room, is a good choice.

My girlfriend has had a small humidifier in the house with a small humidifier, and the skin is moist. Of course, my happiest is that my girlfriend is a lot, no longer with sleep. NS.

This small humidifier, color value and function are very good, I have a deep heart.

This is still very nice if you have a demand.

Recommended index: five stars

What is worth buying app all net shop shopping prices

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(Some information show)

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