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Home Articles

Artificial Intelligence and Machine Learning Technologies in Sports

by Akhil M G
May 14, 2022
in Articles, Data Science and Machine Learning, Java Programming, React Native, Web and Android Development
Artificial Intelligence and Machine Learning Technologies in Sports
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Table of Contents

  • 1) The Effect of AI on Healthcare
  • 2) How AI Can Enhance Data Visualization?
  • 3) What Is Cloud Computing?
  • 4) How Do We Use the Cloud?
  • 5) How Will Drones Assist Human Health?
  • 6) Life-Saving Robots and What They Teach Us About AI
  • 7) Cognitive Development Processes
  • 8) The Growth Of Deep learning And Its Effects On AI Today
  • 9) Robotics In Medical Sciences
  • 10) The Future Of AI & Machine Learning, Should You Worry?

Artificial intelligence (AI) and machine learning (ML) are two buzzwords that seem to be on everyone’s lips lately, and with good reason. The recent developments in these fields show no signs of slowing down and are being implemented in more industries than ever before, including the sports industry. For example, as you’ll read below, one team used AI and ML to take their ability to score goals from 3% to 90%! Here are ten other ways that AI and ML have already changed sports or will soon change sports forever. It’s no secret that the sports industry is constantly evolving and changing – just look at how different basketball and football looked 50 years ago compared to today. Artificial intelligence (AI) and machine learning (ML) technologies are among the fastest-growing trends in the sports industry, and they will change the way athletes train, fans interact with their favorite teams, and organizations function on a daily basis over the next decade. Here are 10 of the most impactful AI/ML technologies in sports right now. Artificial intelligence (AI) and machine learning technologies have had huge implications for many industries, but the sporting world has not been left behind in this technological revolution. In fact, companies are turning to these powerful technologies in order to gain the competitive edge that they need to win the game and make a profit in the multibillion-dollar global sports industry. Here are 10 AI and machine learning technologies in sports that will change the game!

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1) The Effect of AI on Healthcare

The World Cup is over, but it’s still worth thinking about how artificial intelligence (AI) will impact sports. For example, it may have been a surprise to many fans that referees didn’t use instant replay more often to make calls. In addition to improving the quality of play, AI could help increase player safety by predicting injuries—like one developed by researchers at Florida State University—or even prevent concussions altogether. Similar algorithms can be used for on-field coaching during games or training before matches. AI could even be integrated into equipment for better gameplay and injury monitoring. Another area where AI is making its mark? Healthcare. From diagnosing diseases to detecting cancer, machine learning technology has already made strides in healthcare. It can also predict patient outcomes based on their history and symptoms as well as identify potential risks through data collected from wearable devices like Fitbit. As with any new technology, there are some concerns about privacy when it comes to AI being implemented in healthcare settings. However, if managed correctly, these technologies can be extremely beneficial for both patients and doctors alike.

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2) How AI Can Enhance Data Visualization?

Natural language processing, or NLP, is one of many aspects of artificial intelligence that we can use to transform sports data into something better than ever before. Imagine that you are listening to an announcer say, In-play number three, The New York Yankees have David Phelps on second base with one out. You might be confused—David Phelps is not playing for a team called The New York Yankees! This mistake is most likely caused by human error when transcribing data rather than a mistake by NLP itself. But what if there was no opportunity for human error? There would be fewer mistakes and more accurate information available to us. Incorporating AI into our daily lives could not only enhance what we do but also revolutionize it completely. By using machine learning algorithms to analyze data, we can make sure that everything is being done right. And once those algorithms learn how to do things right, they’ll keep doing them right every time. We can even train computers to generate visualizations based on specific parameters. A company called Sparklines makes dynamic charts that update in real-time so users always know exactly what’s going on at any given moment. With these kinds of visualizations, you don’t need stats experts: Anyone who wants to know exactly where their favorite player is and what his progress looks like will be able to figure it out instantly. Sparklines technology could easily be incorporated into almost any sport thanks to its ability to integrate so seamlessly with video footage from games themselves. So why should we wait until 2037 for these advancements? Let’s get started now!

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3) What Is Cloud Computing?

In a nutshell, cloud computing is an internet-based model for using, storing, accessing and delivering software (or other digital resources). So what does that mean? It means instead of paying for all of your information technology needs up front, you pay only for what you use on an as-needed basis. The main benefit is flexibility—you can buy more or less cloud computing power depending on your needs at any given time. Cloud computing also helps reduce costs by reducing infrastructure costs like servers, storage space and IT staff. Furthermore, operating systems can be updated remotely—no need to keep computers out of commission for upgrades. Lastly, a subscription to cloud services also offers access to any new developments in software immediately. For example, if Microsoft Office adds a feature you want, it’s available to you right away. If you have to wait until you upgrade to a new version of Windows, it could take months before that feature becomes available. With cloud computing, you get updates instantly. You might be wondering why we’re talking about cloud computing in a sports column. The answer is simple: sports are big business, so it makes sense that big businesses would look to leverage innovative technologies to improve their operations. And because sports rely heavily on data collection and analysis, there are many opportunities for artificial intelligence (AI) and machine learning technologies to play key roles. Below are 10 ways AI will change sports over the next few years

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4) How Do We Use the Cloud?

The Cloud takes a lot of forms, but it’s most commonly known as a way to store massive amounts of data, connect cloud-enabled devices, or run vast computing power. But one of its lesser-known uses is to provide access to artificial intelligence (AI) and machine learning technologies that can help drive real-time decision making. AI makes it possible for organizations to build smarter apps and grow their businesses by analyzing petabytes of data stored in an elastic system—one that is designed for elasticity and has virtually unlimited capacity. This type of computing power allows users to ask questions about data using structured programming language like SQL (structured query language), regardless of volume or variety. Users can also use more complex languages such as Python or R to process data faster than ever before. Once you have your data, you then need to be able to find insights from it. One of the best ways to do so is through predictive analytics — which are algorithms that make predictions based on historical patterns — which helps sports teams understand what might happen next in any given situation. These types of systems are already being used across various industries, including healthcare and finance . And now they’re being used in sports too!

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5) How Will Drones Assist Human Health?

Drones may be about to change medical practices for humans, but that’s only a fraction of their potential impact. By using drones to assist wildlife rehabilitation centers, researchers are using artificial intelligence to help animals after they’ve been hurt. Using computer vision to help identify animals by appearance is an exciting technology that will have a big impact on ecosystems everywhere. Many parks are exploring options like these and while they aren’t widely used yet, it’s clear that AI will play a huge role in helping manage our natural environments. This is just one example of how AI could make a difference in many different industries. In fact, according to some experts, we should expect up to 20% growth from many companies within two years thanks to advancements made with AI. If you want to learn more about what kind of impacts AI can have on sports, read through our list below! We’re excited to see what happens next! The real key here is preventing incidents from happening in the first place. Instead of focusing on treating sick animals at rehabilitation centers, what if there was another way? Technology like drone cameras allow us to monitor threatened species around-the-clock which means we can find problems early before they become so bad that an animal has no chance at survival. The sooner we intervene when an animal is injured or sick, then there’s a better chance that individual will make it out alive. Just imagine how much easier it would be if instead of needing workers stationed 24/7 at some locations (at great expense), you could reduce those numbers and cover more ground. It sounds simple enough when described like that!

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6) Life-Saving Robots and What They Teach Us About AI

Robots have enormous potential to save human lives, but they can also cause problems—in fact, some experts believe that autonomous machines may be more dangerous than nuclear weapons. A robot gone awry could injure or kill people, cause havoc in a major city’s infrastructure or damage an irreplaceable cultural artifact. As robots get smarter and more powerful, our understanding of them must advance as well. Today there are already effective strategies for developing AI that is safe and reliable enough to be deployed in various situations. Researching how we can create safe intelligent machines will help ensure a better future for all of us. The sports industry has been one of the biggest adopters of artificial intelligence (AI) technologies in recent years. Major companies like Amazon, Google and Microsoft have invested billions into new systems designed to bring their athletes closer to perfection by incorporating cutting-edge algorithms based on machine learning models. The impact these innovations will have on sports teams across all levels remains to be seen, but it’s clear that AI has changed the game for good. Let’s take a look at 10 ways AI is impacting sports today

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7) Cognitive Development Processes

Through machine learning technologies, artificial intelligence is developing cognitive skills. Cognitive development processes allow AI to analyze situations and make calculated decisions. For example, many professional sports teams are using cognitive development processes to train their athletes during training camps. Instead of having humans physically coach each athlete on a one-on-one basis, they use AI to collect data from videos (that capture every move each athlete makes) and perform statistics analyses that help determine how an athlete should be coached next. Human coaches then follow up with any necessary coaching sessions for individual athletes based on what has been determined by the artificial intelligence. This process can save time and money for both human coaches and athletic organizations. Another benefit is that AI does not have emotional biases or favoritism like human coaches may have, meaning all athletes receive equal attention and treatment. Additionally, cognitive development processes can also be used to develop non-athletic skills such as communication and leadership. These types of skills will become increasingly important as more jobs require employees to work collaboratively across departments.

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8) The Growth Of Deep learning And Its Effects On AI Today

Deep learning is a type of machine learning, a field within computer science that seeks to imbue computers with human-like abilities by allowing them to learn through exposure to large amounts of data. This exposure is a key aspect of deep learning. It allows deep-learning algorithms to identify patterns (associations) in massive quantities of data, which lets them learn things (for example, what pictures contain cats) without being explicitly programmed to do so. Here are 10 ways A.I and Deep Learning are changing sports today 6 Key Takeaways from 2017’s Major AI and ML Events: While not all industry events were about artificial intelligence or machine learning, there were enough about these topics that we felt compelled to compile a list of six important takeaways from 2017’s major events. In no particular order, here they are: 1. AI/ML will become pervasive across all industries; 2. There will be significant opportunities for developers; 3. The most successful companies will invest heavily in R&D; 4. Some sectors (e.g., healthcare) will be slower to adopt than others; 5. Data access and management remain top concerns for many companies; 6. Hiring remains difficult despite skills shortages among many companies competing for talent.

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9) Robotics In Medical Sciences

While it’s possible that we’ll build machines that are ultimately smarter than us, for now there seems to be no end to AI’s ability to help humans make better decisions. Ultimately, we can only assume that AI will continue its steady march towards all facets of our lives and change them for good. As a result, it might be time for us to start coming up with solutions about how to deal with life when machines are increasingly making all our decisions for us. But until then, keep looking forward; just remember to enjoy sports while you still can. AI is coming! For example, certain patients who must take lots of pills have been known to forget or miss their doses from time to time. A doctor told Fortune magazine that he would love nothing more than for an intelligent machine – one not as dumb as he is – to remind him to look after his patients by reminding him when they need his help. Thankfully, researchers at Harvard Medical School heard his plea and developed Fluttr — pill bottles that use machine learning algorithms to alert doctors or nurses when a patient hasn’t taken their medicine on schedule. Such technology may already exist but if not, can be expected soon enough if machine learning continues improving its accuracy rate at such an impressive pace.

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10) The Future Of AI & Machine Learning, Should You Worry?

It’s hard to argue against AI being a major force of change moving forward. Think about how many industries are already being disrupted by intelligent machines. From self-driving cars, to drones that deliver packages, AI is set to transform lives on a scale we can only barely imagine today. But is there something scary about AI that might just hit home for sports fans? As you can see from these 10 artificial intelligence technologies in sports, it’s going to be all good stuff! The use of smart algorithms and machine learning will provide us with real insights into athletes’ performance that have never been possible before. This will help us make better decisions as coaches, players, managers and spectators alike. And so what if a robot takes your job? You’ll probably still get paid…just not as much! Now I know what you’re thinking: but does any of this really matter? Well, according to renowned futurist Ray Kurzweil, who predicts that computers will outsmart humans by 2029 (seriously), pretty soon our brains won’t even be able to understand or compete with them. Which means that eventually they’ll take over everything. We may not be too far away from having robots running everything, including sports teams – which could mean that one day robots could win World Cups and Super Bowls instead of people. If you think that sounds crazy, then ask yourself why no computer has ever beaten a human at chess – despite computers being around since 1950. In fact, most people agree that an artificial intelligence program called Deep Blue beat Gary Kasparov at chess back in 1997 because he was playing against a computer designed specifically to play chess – unlike Deep Blue which was designed to beat human opponents at chess! If you are interested to learn new coding skills, the Entri app will help you to acquire them very easily. Entri app is following a structural study plan so that the students can learn very easily. If you don’t have a coding background, it won’t be any problem. You can download the Entri app from the google play store and enroll in your favorite course.

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Akhil M G

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