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Machine Learning

5 Top AI and Machine Learning Trends for 2022

Artificial intelligence and machine learning are two of the most talked-about technologies in recent years. They are changing the way we live and work and will continue to do so in the future. These technologies will only become more prevalent in the future. They have the potential to change our lifestyle and many businesses are already taking advantage of them.

AI is a process of programming machines to make decisions for themselves, while ML is a method of teaching computers to learn on their own by analyzing data. Both fields have been around for many years, but they are only now becoming more popular due to recent advances in technology. These technologies are making changes in industries across the board, and businesses that don’t adopt them will be left behind.

The future of AI and machine learning is looking bright. These technologies are making an impact in a variety of industries, from healthcare to finance to manufacturing. These technologies are making it possible for machines to learn on their own, and to make decisions based on data. In this blog, you will read about the top Artificial Intelligence and Machine learning trends in 2022.

Artificial Intelligence and Machine Learning Trends for 2022

There are a number of trends that we can expect to see as AI and ML continue to develop in 2022. Here we will take a look at some of the trends that we can expect to see in the future when it comes to AI and ML:

  1. Improved Cybersecurity

As we move into 2022, it is clear that artificial intelligence (AI) and machine learning (ML) will be having a major impact on cybersecurity. Both of these technologies have already begun to play a role in improving security, and their influence is only going to grow in the coming years. These new technologies have the potential to improve security in a number of ways, including by increasing the speed at which threats can be detected and stopped. Cybercriminals are beginning to leverage AI and machine learning themselves in order to launch more sophisticated and difficult-to-detect attacks, so it is essential that businesses have security measures in place that can counter these threats.

AI in cybersecurity can help automate the process of identifying and stopping cyberattacks before they cause serious damage. With the help of AI in cybersecurity, these threats can be mitigated and businesses can continue to enjoy the benefits of these transformative technologies safely and securely. Today, it is more important than ever for businesses to invest in AI-enabled cybersecurity solutions. These threats can be mitigated with the help of AI in cybersecurity solutions, but only if businesses are aware of these dangers and take appropriate precautions.

  1. AI in Metaverse

 Metaverse, a distributed ledger platform and virtual world are known for their innovative applications of blockchain technology. In recent years, AI has been making waves in the Metaverse community. Metaverse is a digital world that enables people to create their own avatars and interact with others online. In 2022, AI will play a huge role in Metaverse, and here are four ways it will change the game:

  • Avatars will be more realistic and lifelike
  • Virtual reality will become even more immersive
  • There will be more opportunities for businesses to use AI in Metaverse for marketing and customer service purposes
  • The overall experience of being in Metaverse will be greatly improved by AI
  • Bots will become more common and smarter, automating many tasks for users
  • Avatars will be able to create a more personalized experience for each user
  • AI-powered marketing and sales bots will help businesses boost their revenue significantly

  In Metaverse, users can create their own avatars, interact with other users, and explore different virtual environments. The development of quantum computers will enable new possibilities for AI in Metaverse, such as real-time translation and realistic rendering of objects. However, we should still wait to know more about the future of work and society in the metaverse.

  1. AI and ML with the Internet of Things (IoT)

The Internet of Things (IoT) is growing rapidly, and by 2022 it is expected to include more than 30 billion devices. With this many devices connected to the internet, it’s no wonder that AI and ML are becoming more important. These technologies will be necessary to manage and process all of the data that will be streaming in from all of those devices.

The internet of things (IoT) is a network of physical objects, vehicles, buildings and other items—embedded with electronics, software, sensors, and network connectivity that enables these objects to collect and exchange data. In 2022, AI and ML will be used with the IoT to create more efficient systems. For example, hospitals will be able to use AI and ML to predict patient needs and better manage resources. Traffic lights will be able to adjust their timing based on the current traffic conditions in order to optimize traffic flow. Buildings will be able to adjust heating/cooling based on occupancy levels and time of day. There will be many more applications of AI and ML in the future. If you know how to master Machine Learning, you can easily be a part of several innovations in the future.

  1. Use of AI for Environmental Threats

 AI and its potential applications for environmental threats were outlined as one of the top trends to look out for in 2022. The report, compiled by analysts, cited concerns over air pollution, water scarcity, and climate change among the major factors that will drive the growth of AI-based solutions in the next few years. As the world becomes increasingly digitized, more and more data is being generated about our environment. This data can be used to create models that predict environmental changes and help us respond to these changes before they become a problem.

With global temperatures on the rise and more natural disasters occurring each year, businesses and governments are starting to realize just how important it is to have systems in place that can help predict and prevent these threats. AI and its potential applications for environmental threats can be used to monitor air quality and track emissions. It can also be used to identify areas that are at risk for pollution and develop strategies to prevent it.

  1. Hyper automation in Healthcare

The use of AI for hyper-automation in healthcare is on the rise. What is hyper-automation in healthcare? It is the application of artificial intelligence and machine learning technologies to automate complex tasks and processes in the medical field. This can include anything from diagnostics to treatment plans. Many experts believe that hyper-automation will play a major role in the future of healthcare.

Many experts believe that hyper-automation will play a key role in reducing costs and improving patient outcomes. Simply put, hyper-automation is the application of AI and automation technologies to healthcare where they can drive significant improvements in efficiency and quality.

To Conclude

The world of AI and machine learning is constantly evolving. Every day, new technologies are emerging that are changing the way businesses operate. As we move into 2022, there are a few trends that we can expect to see more of.  Let’s wait and see what AI and ML have more to bring in 2022!

Author Bio:

Shahista Tabassum is a senior IT Technical Trainer at Time Training Center.  She has extensive work experience of 11 years working in various roles as a software developer, It Consultant and Technical Trainer. She spends her free time learning new things that will enhance productivity and in volunteering activities that help kids to learn new things.

 

Technology

Do not browse on WiFi in public without using a VPN

Don’t browse on public WiFi without a VPN connection. Cybersecurity is critical in today’s online world. Whether you’re a business or a private individual, you need a VPN.  VPN become as necessary as a antivirus  software , to keep your personal computers safe. Because we don’t know which website runs with a ulterior motive of intriguing  into your PC with a malware and grab personal information.  With all the advantages of public Wi-Fi, such a connection has a very serious disadvantage – the availability of personal data.

Protect Your Online Privacy: Browse Safely on Public WiFi with a VPN

It is important for you to understand how a free VPN works before you use it for your entire online activity. You need to understand how VPNs can provide a free service and the sacrifices you must make in terms of performance and security before choosing.

More than ever these days, people are working from home or sometime we forced to use public Wi-Fi. With all that public Wi-Fi browsing, a VPN is the absolute base measure of security you should employ. Every company should use VPNs but it’s also important for individuals to use a VPN whenever they’re on public Wi-Fi. user-friendly VPN solution hides your IP address and location to protect you from ISPs, ad companies, hackers and more. VPN maintains a strict no-logging policy, so even it won’t know any of your personal information.

VPN providing companies have numerous server locations globally, so you can bypass internet restrictions to enjoy a secure streaming experience and open internet no matter where you are all without having to worry about a laggy connection, thanks to ultra-fast servers.  with VPN providers you can even connect up to ten devices at once.

Beyond split tunneling your browsing through a VPN tunnel, VPN offers advanced leak protection and a kill switch to prevent your activities or data from being exposed in case your connection drops. VPN security also offers extra blocking against ads, trackers, malware and crypto miners. In addition, Sealed Server Technology (SST) ensures all data is wiped upon device restart to ensure your data remains encrypted and inaccessible to snoops.

  1. It is strongly advised to refrain from using public WiFi without the protection of a VPN. Public WiFi networks, such as those found in cafes, airports, or hotels, can be vulnerable to security breaches. Without a VPN, your online activities and personal information could be exposed to potential hackers or malicious individuals who may be lurking on the same network. By using a VPN, your internet connection is encrypted, ensuring that your data remains secure and private, even when connected to public WiFi.
  2. When accessing the internet in public places, it is crucial to prioritize your online security by utilizing a VPN. Public WiFi networks are often unsecured, making them prime targets for cybercriminals seeking to intercept sensitive information. By employing a VPN, your data is encrypted and routed through a secure server, shielding it from prying eyes. This added layer of protection ensures that your online activities, such as browsing, banking, or shopping, remain confidential and safeguarded from potential threats.
  3. To maintain a high level of security while using public WiFi, it is essential to employ a VPN. Public networks lack the necessary encryption protocols, leaving your personal information vulnerable to interception. By utilizing a VPN, your internet traffic is encrypted, making it nearly impossible for anyone to eavesdrop on your online activities. This ensures that your sensitive data, such as passwords, credit card details, or private messages, remains protected from unauthorized access. By taking this precautionary measure, you can browse the internet with peace of mind, knowing that your online presence is shielded from potential threats.
Robotics

Blood pressure monitoring robots

A group of researchers at SFU is developing sensing robots. With the help of their 3D printed origami sensors, these humanoid robots can measure your blood pressure. These robots reduce the burden placed on health care workers.

Researchers at Simon Fraser University have developed a robotic arm that can take a patient’s blood pressure with only a touch — the latest advancement in health care technology developed by researcher Woo Soo Kim. He is developing robots that can carry out basic health care tasks in certain conditions, such as remote areas or where little human contact is needed, through his origami research, which is inspired by the movements of nature’s leeches.

As part of SFU’s Additive Manufacturing Lab, PhD student Tae-Ho Kim and other researchers have developed 3-D printable origami sensors that replace traditional blood pressure measurements by replicating the fold mechanisms of the leech. Sensors derived from leech-inspired origami (LIO) can be mounted on the fingers of a robotic humanoid.

HOW IT WORKS

The robot’s fingertips can be equipped with LIO sensors that can be mounted on the chest of the patient. Monitoring and estimating blood pressure is done using electrocardiogram (ECG) and photoplethysmogram (PPG) data, which are captured by sensors in both hands.

A patient’s systolic and diastolic blood pressure can be determined by using predetermined algorithms from signals received from the paired sensors instead of a traditional digital sphygmomanometer.

A previous project of Kim’s included programming sensing robots to measure other body functions, such as electrocardiograms, temperature and respiration rate.

It is advantageous to incorporate sensing robots into medical healthcare systems because they enable health care workers to monitor vital signs while creating a comfortable atmosphere for patients who may otherwise be isolated

SEO

How to Determine SEO Key Phrases For Your Website?

Publishing any information on your website is of high importance for the sake of your business. However, before finalizing the content, some things are to be taken care of. In this write-up, some factors that can help in determining the right SEO key phrases for your SEO have been mentioned. Read the factors that you need to know about for the development of your SEO as well as the success of your website.

Choose the right keywords

Choose the right keywords for your website even if it would be tough and finding them would be a real challenge. Although in today’s time, it is no longer a struggle to get the best keywords for the promotion of your content as many tools are already available to cater to this need. You can just have the assistance of those tools to get the advantages and benefits of those programs. Take care of all these things with the help of a team that is specially dedicated to the research work and co-operation in the management of the promotion strategies.

Understand the types of keywords

There are various types of keywords that you can actually use for the website. However, it is the part of your research and knowledge that you would apply in the functioning of your website. Take care of all these things with the help of a team that is specially dedicated to the research work and co-operation in the management of the promotion strategies. It is always possible to take the help of experts and regain the lost features due to any sort of issues. However, it is also dependent on the type of the platform that you are using to display your services.

Track the competition

One thing that you must never do ever, despite being in or out of this competitive industry is to underestimate the competition and competitors. You don’t know who might be planning something better than you that leaves you in a complete shock. However, it is your duty to be aware of your competitors and their next policies that they would be applying for the promotion of your website. Take care of all these things with the help of a team that is specially dedicated to the research work and co-operation in the management of the promotion strategies. You may track the latest trends and practices for the setting up of your business. For this purpose, you would have to have an eye on the activities of your competitors. You can track your insights as well as those of your competitors so that you don’t lag behind in the competition of your content promotion in the market.

Linking with the landing page

Don’t forget to link your landing page with the best links that you may insert in your articles as well other formats of content, that you either publish on your own platform or do it with collaboration with someone else. This would help in leading the customers as well the website visitors to know about your services that are an integral part of your business and play a very significant role in the development of your entire business. Take care of all these things with the help of a team that is specially dedicated to the research work and co-operation in the management of the promotion strategies. This would save the trouble of sharing similar links on various platforms that might need you to invest your financial resources as well as time.

Use keyword planner tools

It is well said that you cannot do it all by yourself. So, planning keywords also may not be easy for you. For this purpose, it would be highly convenient for you to take the help of the best-quality keyword planner tools. Take care of all these things with the help of a team that is specially dedicated to the research work and co-operation in the management of the promotion strategies. There are plenty of tools that are used by many reputed international organizations to plan for their keywords that are used for the marketing of their content around the world. So, you can always have the help of the best keyword planner tools that are the best instances of Keyword planning tools for your organization’s benefit.

Conclusion

With the help of all the tips mentioned in this write-up, it would be easier for you to have a grasp on your SEO as well as the website promotion. So, you must take care of the abomination precautions that you must keep in mind. If you think you are not being able to take care of the company itself, then you can take the help of a digital marketing company. This will allow you to take care of your website and track the insights that you need to track from time to time on daily basis.  

 

 Author Bio:

 Akshay Sharma is a digital marketing enthusiast and has written many topics in the related field like health, fitness and lifestyle. You can reach out to him by @alexsharma111

 

 

 

 

 

 

 

 

 

 

SEO

How AI Has Enhanced Content and SEO

Content writing is becoming more and more vital in the modern technological age as more people flock to the internet to consume information and entertainment, typing countless queries into the search engines as they look for answers on where to go on holiday, what to eat for dinner, what latest gadget to buy for their home. 

So as copywriting grows in popularity and the demand for more information increases every day, does this mean there’s too much for copywriters to do on their own? And if there is, what are the benefits to being assisted by artificial intelligence for your content marketing?

Will AI Replace Copywriters?

First things first, to get it out of the way, the short answer is no, copywriters won’t be replaced by artificial intelligence. Not for the foreseeable future at least. 

Simply put, AI doesn’t have the human capabilities to craft content that isn’t a clinical amalgamation of data. It lacks the emotional context that flesh-and-blood people have. You can draw on your experiences or your own personal knowledge base that you may have spent years accumulating, slightly different to someone else’s set of knowledge. 

No two copywriters will ever write exactly the same piece on the same topic (unless of course they copy and plagiarise) and the different experiences each copywriter brings to the table provides a new way of engaging and interacting with your chosen audience. 

Copywriters will be able to target a user’s search intent more effectively than AI because of the similarities between people, making naturally written content more valuable. 

That isn’t to say machines can’t learn. Google’s newest algorithm MUM (Multitask Unified Model) can process natural language to understand text on a deeper, contextual level and provide the best SERPs in response to a user’s search query in regards to their intent. 

AI Writing Assistants

Several AI writing assistants have hit the market over the years, paving the way for more focused and accessible content planning and guiding content writers through the editing process. 

Whatever a writer needs help for, AI has them covered with tools that can aid them through the writing process from inception and keyword analysis to the audits after content has been published. 

Surfer SEO

Surfer is one of the most prolific tools out there that make the writing process smoother and easier to manage. 

They have a content planner, a content editor and a content planner for domain which allows you to keep track of your content and helps you keep your domain up to date. They use data gathered from Google SERPs and competitors based around a topic to provide an extensive list of keywords and questions to inspire your own content and help you to refine and enhance your work to improve your chances of ranking and being seen as valuable by Google and readers. 

Surfer is a useful writing assistant as it never tries to do the writing for you, instead working in harmony with your own ideas and style, allowing the writing to remain human and thus more relatable and trustworthy to readers. 

The tool is simply there to make sure your content is always the best it can be, with handy customisation settings and a guide that tells you what the ideal word count, keyword count and amount of H1s, H2s and H3s are. All of this helps you to optimise your content to give it the best chance in the SERPs and you can keep an eye on its progress in case you ever need to update it. 

Jasper Conversion AI

Jasper, formerly known as Jarvis, is a little different to Surfer. This AI has the capability to write original content with its learning based on real copy found in a variety of forms all across the internet. 

This helps the writing to be as authentic as possible and is a great jumping off point for writers who want to generate writing and use the content as either a template to craft something from themselves or as a way to get more content for their business when they have a busy workload. 

Jasper’s content is unplagiarised and ranks well for Google’s algorithms, helps you when you’re feeling stuck with new and innovative content that you can mine for inspiration and can be used in over twenty five languages, giving your content more scope than ever before. 

Jasper has a lot of capabilities but you will reap the best results if you work in tandem with the AI instead of using it separately of your own writing and genius. It will help to make the writing process less of a headache, speeding up the process to increase your productivity and make your working day feel more fulfilled. 

Grammarly

Grammarly is perhaps one of the most well known writing assistants on the market today. Who hasn’t skipped an ad for it on YouTube dozens and dozens of times? 

Grammarly covers everything from grammar to identification of passive and active voice, giving the user a comprehensive guide to all the things they should look into when reviewing their work and going through the last edits.

The tool works best in a supportive capacity for those final checks for grammar and spelling, though it also forays into style and tone though these latter two are more personal to the writer and can be what makes or breaks an article. Don’t rely on it too heavily though. Grammarly will try to correct every single slight it perceives which can affect the readability of your work. 

If it is only used for rudimentary checks, Grammarly can be very effective. Just make sure to use your common sense along with it as you understand the context of your writing far more than Grammarly ever can.

INK

INK Editor is a compelling AI tool that is perfect for any content writer who wants the whole editing process at their fingertips. 

Perhaps you’re struggling with the wording or rhythm of your writing. INK has the capability of rephrasing your work to help it sound stronger and look better on the page. This kind of feature can also help with writer’s block. If you don’t know how to proceed, rephrasing the previous sentence into something can help to unlock the next idea. 

It also takes inspiration from your competitors to generate new content by itself though like with Jasper, this is a feature best used in support of your own expertise as you will be able to bring context, personality and readability that will make it more valuable to readers. 

The tool also gives you a comprehensive guide on achieving the best SEO using data derived from your competitors to help you rise above the best of them and increase your chances of ranking high. This makes it a valuable addition to any content writer’s arsenal, giving writers a fresh, new perspective. 

AI Writing in the Future

AI is not likely to replace writers for a long, long time, at least not entirely. The human experience is too important to readers, allowing unique and personal writing to provide more valuable information and enhance the user experience. 

That isn’t to say that AI can’t make some improvements and become a more important facet of the writing process. As far as current technological developments go, AI writing assistants come from a purely logical background but what if they could learn context and emotion? Is it possible for AI to be coded for independence, allowing its thought processes to become more complex?

Anything is possible in the modern digital age and considering the developments made in AI, it doesn’t seem like that much of a stretch that one day AI will achieve a new form of sentience and become as adept writers as humans. The technological vision of the greatest sci-fi movies is slowly coming to into the realms of reality. 

There’s no telling what AI will be able to do five, ten years from now but for now we can rest safe in the knowledge that the union of AI and human copywriters is leading to greater and greater content.