120 million! Athletes’ income list: Messi beats Cristiano Ronaldo, which is the only one in the list, with a total score of 20.

Football is the most popular sport in the world, and the income of famous stars is also the top level in the world. Cristiano Ronaldo’s sky-high annual salary of $200 million now also shows the popularity of football, and this popularity is worldwide, so it is easier to increase income. Of course, not every player can enjoy the high salary. Playing football is also a profession, and the income level will be distinguished according to the ability. Therefore, the low-income people in football occupy a large proportion, so the gap between the rich and the poor of athletes is still very large.

Recently, Sportico, a sports business media, published a set of information. In 2022, the top 100 athletes in the world earned the highest income. Among them, football, as the most popular sport, occupied 12 places in the top 100, and basketball, one of the three big balls, also occupied a large proportion.

Among the top 10 sports athletes, there are 3 football players, all of whom are in the top 5. Messi’s salary of $72 million plus business endorsement of $50 million, with a total income of $122 million, ranks second. Cristiano Ronaldo, who has not yet moved to a local Saudi team, ranks third with a total income of $115 million. In 2023, Cristiano Ronaldo’s annual salary will reach $200 million, and his total income will rise sharply.

Neymar ranks fourth with a revenue of $103 million, and the top four football players occupy three seats, which proves that football stars have higher commercial value and football is more popular. Other top 100 footballers included Mbappé (US$ 254.88 million), Bell (US$ 304.33 million), Azar (US$ 413.79 million), Iniesta (US$ 533.50 million), Salah (US$ 573.42 million) and Levan (US$ 633.00 million).

In 2022, the American basketball player James ranked first in terms of athletes’ income. Although his annual salary was only $36.9 million, only half of that of Messi last year, his commercial contracts were as high as $90 million, and the commercial contracts were generally more and more, so James’ income was also increasing, making him a unique player in the world sports world.

Messi and Cristiano Ronaldo’s income is also unique in football. Even at the age of 38 or 36, they are still the most attractive players in football. Mbappé, of course, because of his age advantage, has the meaning of catching up with others. The total annual salary of Mbappé’s contract can reach 200 million, but it includes signing fee, loyalty bonus and so on, so it is not included in the list. However, if Mbappé wants to achieve the success of Messi and Cristiano Ronaldo, it still needs to maintain a long-term and stable state. Of course, Messi is a well-deserved king, both in honor and income, especially after winning the FIFA World Cup Qatar 2022 championship.

The Frontier of Science and Technology | See how AI doctors crack down on "invisible killers" that endanger the health of teenagers

Cover journalist Tan Yuqing Bian Xue

In recent years, scoliosis has become a common disease that harms teenagers, making it difficult for sick teenagers to straighten their backs. According to statistics, the number of scoliosis among primary and secondary school students in China exceeds 5 million, and it is still increasing at a rate of about 300,000 per year. Scoliosis has become the third major disease that harms the health of children and adolescents after obesity and myopia.

Early detection, early diagnosis and early treatment are the key points to combat scoliosis, otherwise it may develop into a very serious deformity, which may affect cardiopulmonary function and even lead to paralysis in severe cases.

Scoliosis model

In the past, doctors would diagnose scoliosis by manual measurement and X-ray screening, but with the integration of artificial intelligence (AI) into medical imaging technology, this step may be further optimized. In the screening stage, it is only necessary to "simply take pictures" to preliminarily determine whether scoliosis occurs, and in the diagnosis stage, the "experienced" AI system can also assist doctors to quickly read films for diagnosis.

Why can taking pictures replace x-rays? How does AI system assist doctors in screening and diagnosing scoliosis? Recently, the cover journalist explored the development of AI+ medical imaging technology.

It only takes a few seconds. Did the AI system tell you about scoliosis?

In the "simulated physical examination room", the reporter saw the hardware part of the spine AIS intelligent screening and diagnosis system (hereinafter referred to as the "system")-a rectangular metal frame about 2 meters high, with a group of small cameras in the center of the top. It looks simple, but the effect is not simple. The reporter’s on-site experience found that it took only a few seconds from detection to obtaining the report results.

The hardware part of the system is the camera.

"As long as the examinee stands in a standard position and poses Adam’s position to expose his back, the system can quickly complete the screening by using an infrared depth camera to collect information on his back." According to Fan Jipeng, the person in charge of the Shuangxin Department of Chengdian Gold Disk, the system will map and transform the image information collected by the camera to get the depth information of multiple posture key points on the back, so as to calculate the back asymmetry index and judge whether the subject may have scoliosis.

Schematic diagram of screening process

He said that this intelligent system will get closer and closer to the level of X-ray diagnosis by constantly learning actual cases and optimizing existing algorithms. While ensuring the accuracy and efficiency of screening, it can also prevent the teenagers being tested from being exposed to X-ray radiation.

This new technology may help to better implement the scoliosis examination project that was included in the physical examination of students in 2022. "We think the greatest significance of the screening system is that it can quickly complete large-scale examinations, so that children with scoliosis who have not yet been discovered will not be delayed."

Interface of scoliosis diagnosis system

In the diagnosis stage, the intelligent system is also a good assistant for doctors. Fan Jipeng explained that in the traditional process, in order to diagnose scoliosis, doctors need to measure the Cobb angle of the spine with a ruler, but this is time-consuming. Different doctors will make some errors when measuring by hand. Doctors with less experience may need to consult for scoliosis with large curvature, and the diagnosis time will be prolonged. However, after deep learning, the artificial intelligence system can accurately read and measure the film within 3~5 seconds, and give diagnosis suggestions.

At present, the system has completed the screening and diagnosis of more than 5,000 cases of scoliosis. "Now we are cooperating with Electronic Science and Technology University Hospital, Zhongshan Pok Oi Hospital and Shenzhen Children’s Scoliosis Center, and this number will be continuously updated."

Training "AI Good Doctor" by "Engraving" Algorithm of Expert Experience

"The accuracy of top doctors’ diagnosis of scoliosis may be 85%~90%, and the overall accuracy of our system will continue to approach this figure." Fan Jipeng said that at present, of course, the accuracy of top experts is higher, but compared with ordinary doctors, the system may have exceeded their basic level.

So, what gives the diagnosis system the ability to catch up with top experts? The answer is the experts themselves.

"When experts mark the angles of thousands of scoliosis cases, the system will learn based on this and solidify the experience of top experts into the algorithm, thus reaching a higher diagnostic level." In Fan Jipeng’s view, although the system is not as good as top experts, it is used to assist ordinary doctors in diagnosis or help improve their medical level.

The marked samples provided by human experts are the "success stories" of artificial intelligence doctors, but Fan Jipeng said that this is also one of the difficulties in the development of AI doctors. Different races, even people in different regions, will have certain differences. If the diagnosis is accurate enough, researchers need to collect as many samples as possible for AI to learn.

At present, the real large-scale landing of the system still faces some difficulties in the process. "How to make the medical examiners go through the inspection process quickly and how to ensure that their Adam posture is standard requires some corresponding training."

Therefore, the system will learn more practical cases, further optimize its algorithm program, continuously improve the diagnostic accuracy, and design detailed operating standards for the system, "for example, what is the standard Adam position, how to do it well, etc."

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