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The Fundamentals of Building an Artificial Intelligence Pipeline

Machine learning has actually become an essential part of lots of markets, from health care to fund to marketing. As the need for smart systems grows, the demand to effectively develop and deploy machine learning designs has actually likewise boosted. This is where a device discovering pipe becomes necessary.

So, exactly what is a machine finding out pipe? In easy terms, a maker discovering pipe is a sequence of data processing parts that are linked together to implement a device learning task. It includes various steps such as data consumption, data prep work, function design, model training, evaluation, and implementation.

The first step in building a maker finding out pipe is information consumption, where raw information is collected from numerous resources such as databases, APIs, or data. This data is after that preprocessed and cleansed to ensure its top quality and reliability for the maker learning model.

When the information is prepared, the next step is function design, where one of the most pertinent features are picked and transformed to enhance the version’s performance. This step requires domain name knowledge and creativity to essence meaningful insights from the information.

After attribute design, the design training stage begins, where an equipment discovering formula is put on the prepared information to develop a predictive version. This version is then evaluated making use of metrics such as precision, accuracy, recall, or F1 rack up to evaluate its performance.

Lastly, when a satisfying model is established, it is deployed into manufacturing where it can make predictions on new, undetected data. Monitoring and maintenance of the deployed version are essential to guarantee its continued efficiency and accuracy gradually.

In conclusion, constructing an equipment learning pipe is an organized strategy to establishing and deploying machine learning models successfully. By following a distinct pipe, companies can improve the machine finding out process, improve version efficiency, and increase the deployment of intelligent systems to fix intricate real-world problems.
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Remote work has actually become progressively preferred in today’s electronic age, with several business choosing to have employees function from home or various other places outside the typical workplace environment. As more organizations make the shift to remote job, the requirement for efficient time tracking systems for remote employees has actually additionally expanded. Applying a remote employee time tracking system supplies a variety of advantages for both staff members and companies. Read more now about this service.

One of the vital benefits of implementing a remote employee time tracking system is improved performance. Click here to read more about this company. When workers know that their functioning hours are being checked, they are more probable to stay concentrated and on-task throughout the day. This liability can lead to boosted efficiency levels as staff members aim to complete their jobs within the assigned work hours. Read more here about this product.

Another benefit of remote worker time tracking is much better source appropriation. By having understandings into just how employees are investing their time, supervisors can recognize ineffectiveness, designate sources better, and make data-driven decisions to optimize operations and productivity. This can ultimately lead to cost savings for the firm. View here for info.

Furthermore, executing a remote employee time tracking system promotes transparency and trust in between workers and employers. When workers realize that their time is being tracked objectively, it develops a level playing field and promotes a culture of count on within the organization. Employees can also really feel ensured that their hard work and dedication are being precisely taped and recognized.

Remote worker time tracking systems likewise offer useful information for performance analyses and future planning. Click for more on this site. By assessing time monitoring information, supervisors can gain understandings into employee performance, determine top entertainers, and supply targeted comments for enhancement. This information can likewise be used to forecast project timelines much more properly and make informed choices regarding source allowance for future projects. Click here for more info.

To conclude, executing a remote employee time tracking system brings numerous advantages to both workers and employers. From improved productivity and resource allowance to boosted openness and data-driven decision-making, the benefits of utilizing a time tracking system for remote workers are clear. By purchasing a trusted time tracking system, business can simplify operations, boost efficiency, and foster a much more effective and collaborative remote work environment.

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Guides to choosing the right Capex Software Services

Be ready to learn how to find capex software services today. Ensuring that you choose the right capex software services is always encouraged. One must be ready to invest in the right capex software services on all occasions. Where possible, invest in capex software services that will offer you all the support you need. Ensure to find out all the details that are necessary concerning these services. Make sure you choose capex software services that can be relied upon. This way, you will be in a position to meet set goals and objectives. Reliable capex software services will offer you great support and it is always advisable you choose such. Make sure to get all the details concerning capex software services for a chance to come up with the right choice. Make sure to access help and make the right decision. Another vital consideration that you need to focus on is cost. Go for economical capex software services. Affordability is key and one must be on the lookout for such services. This will give you a wonderful experience. Make efforts to discover all the info you need about capex software services to aid you come up with a better choice. Economical capex software services will be of great benefit hence the need to settle for such services. Meet your goals and targets by settling for economical capex software services today. This is the best you can always do whenever you need capex software services. Below are guides to choosing the right capex software services. Read on and get to discover more here.

One of the best and key guides you can settle on when finding capex software services is getting help from friends. Friends can be of great support to you hence the need to engage them for help and support. This is one of the best options that you can always settle upon whenever you need to find the right capex software services. Friends understand these services and thus are in a position to offer the best advice ever. Make sure to engage them and get all the tips you need on the best approach to choosing capex software services. Be ready to learn and discover great ways of finding capex software services by getting support from friends today.

Another option you can embrace to choose the best capex software services is engaging experts. Experts understand these services better and have all the info you need. Through their help, you have surety of the best help. Experts will always guide and direct you in the best way possible and you can always get all the opportunities you need through them. Be ready to engage experts today and discover more about capex software services. This is a key option that one should depend upon whenever they need to find the right capex software services.

You can find capex software services through reviews. With reviews, you will always find great and complete details regarding capex software services. It is always encouraged that you get to find all the support and information you need about capex software services through reviews. This is a wonderful option that you can always embrace whenever you need to find the right capex software services with ease.

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What to Factor in When Choosing an Excavation Firm

When one requires Excavation services, they should rely on professionals. So that a person can be guaranteed that the Excavation services they will get are favorable, they will need to ensure that the Excavation firm they choose is the best. The challenge comes in in one identifying the right Excavation firm as there is a high selection in the field. However, this need not be a cause of worry to a person. It is because one can overcome such a challenge through a thorough research. For a person to be sure that the search will be easy and a success, there are key considerations one will have to factor in. There is a need for one to go through this article as it has given an explanation of the aspects that will guide them to choose the Excavation firm that will offer them the best Excavation services,

First, a person should consider checking whether the Excavation firm they want to hire has is licensed to operate in public. The importance of one looking into this clue is because there are individuals that are now working in public without a permit. The individual might not be having a license because they received many negative reviews or that they did not pass the requirements of the board. By one settling for such a person, they cannot be certain that the quality of Excavation services they will be accorded are the best. What is hence important is that before a person settles for any Excavation firm, they will need to check whether it has the necessary documents of operation. For one to be sure that the papers presented to them are legit, they will have to visit the site of the significant authorities to check whether the Excavation firm has been licensed. This hence gives a person peace of mind that the quality of Excavation services they will get are the best from a reliable Excavation firm. Another thing will be for one to check on the reputation that the Excavation firm they want to hire has. To understand this, point better, a person will have to factor in the comments of the clients. For one to be assured that the quality of Excavation services they will get are the best, it is necessary that they choose a Excavation firm that has been highly ranked by the public.

Secondly, a person will need to check on the quotation of the Excavation firm they intend to settle for. A fact that one has to know is that the best Excavation firms in the field charge more as the Excavation services they offer are reliable. It is hence unavoidable that a person will have to spend a significant amount of money if they intend to choose the most sorted after Excavation firm. However, the much that one can use to hire the Excavation services is determined by the state of their finances. It is hence of the essence that a person gets to compare the different Excavation firms to determine which is affordable to them.

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Important Considerations When Finding the Best Provider for Excavation Services

Choosing the right provider for excavation services is normally tedious for the first time. This is because there will exist multiple choices of these providers where each provider for excavation services will claim to possess outstanding services. You should always be careful when finding the right provider for excavation services because you don’t want to lose money to a fraudster. There are different ways that one can use to find a great provider for excavation services. This site will explain in details how to perfectly secure a great provider.

First, check out the services that a particular provider for excavation services offers. You need to go through their website and see more about their services. Since there will be contact information written on their webpage, you should use it to learn more about the services they provide. Increasingly, learn more about the cost of the needed services. The price can vary from one provider for excavation services to another depending on various factors like the quality services, location, experience level among others. You should not dwell with one provider for excavation services when it comes to knowing the actual fee. Therefore, ask each provider for excavation services to suggest their estimated fee so that you can later compare the various quotation as you look forward to determining the best price. Moreover, keep in mind that some companies may opt to jeopardize their quality services so that they can lower their fee. As such, avoid a provider for excavation services whose price suggestion goes below average.

Furthermore, check out the location of a specific provider for excavation services. You need their services to be more reliable. That’s why you must look forward to finding a nearby located provider for excavation services. This way, you can easily get access to their services at any given time. Moreover, check out whether they have done a couple of these tasks. You don’t want to choose a newbie because they tend to have a lot of weaknesses. So, find a provider for excavation services with at least ten years of performance because they are expected to have a lot of skills after working with many clients. This is the only way you can end up hiring an experienced provider for excavation services. Additionally, look at the reputation of a given provider. How do other clients comment about the services that they received? Ideally, you need to visit their website and browse on the review section. Also, look at their performances on BBB website. This is a great website that helps new clients to reveal any hidden negativity about a certain provider for excavation services.

Then, you should look for a person who can provide recommendation. Recommendations should come from your relatives, workmates or friends. This is because you cannot trust everyone with their suggestion. Again, confirm that they possess outstanding customer care services. They should be ready to help their clients 24/7. Again, confirm that they can respond quickly to phone calls and emails. Finally, check if they have a license document since his is the only way to confirm that they are legit.

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Shelf stable prepared meals?

Are you looking for convenient meal options that can stay fresh for longer periods of time? Shelf stable prepared meals might be the solution you’ve been searching for. In this article, we will explore the benefits of these meals, how they are made, and how you can incorporate them into your busy lifestyle.

What are Shelf Stable Prepared Meals?

Shelf stable prepared meals are pre-packaged meals that do not require refrigeration to stay fresh. These meals are typically sealed in airtight packaging and go through a special preservation process to extend their shelf life. This means you can store them in your pantry or cupboard for extended periods of time without worrying about them spoiling.

Benefits of Shelf Stable Prepared Meals

1. Convenience: One of the biggest advantages of shelf stable prepared meals is their convenience. You can stock up on these meals and have them on hand whenever you need a quick and easy meal option. Whether you’re pressed for time or simply don’t feel like cooking, these meals can be a lifesaver.

2. Long Shelf Life: Unlike fresh meals that need to be consumed quickly, shelf stable prepared meals can last for months or even years when stored properly. This makes them ideal for emergencies, camping trips, or times when you don’t have access to a refrigerator.

3. Nutritional Value: Contrary to popular belief, shelf stable prepared meals can be nutritious. Many brands offer meals that are balanced in terms of macronutrients and include a variety of vitamins and minerals. This means you can enjoy a healthy meal even when you’re on the go.

How are Shelf Stable Prepared Meals Made?

Shelf stable prepared meals are made using a combination of cooking, packaging, and preservation techniques. Here’s an overview of the process:

1. Cooking: The first step in creating shelf stable prepared meals is cooking the individual components of the meal. This can include proteins, grains, vegetables, and sauces. The meals are cooked thoroughly to ensure they are safe to eat once packaged.

2. Packaging: Once the individual components are cooked, they are assembled into a complete meal and sealed in airtight packaging. This packaging helps to prevent air, moisture, and bacteria from entering the meal, which can cause it to spoil.

3. Preservation: The final step in the process is preserving the meals to extend their shelf life. This can be done through a variety of techniques, such as pasteurization, dehydration, or sterilization. These methods help to kill bacteria and enzymes that can cause the food to spoil.

How to Incorporate Shelf Stable Prepared Meals into Your Diet

1. Meal Planning: When incorporating shelf stable prepared meals into your diet, it’s important to have a plan. Consider stocking up on a variety of meals that offer different flavors and nutritional profiles. This way, you can enjoy a diverse range of meals throughout the week.

2. On-the-Go Meals: Shelf stable prepared meals are perfect for on-the-go lifestyles. Whether you’re running errands, traveling, or simply don’t have time to cook, these meals can be a quick and easy solution to keep you fueled throughout the day.

3. Emergency Preparedness: It’s always a good idea to have a supply of shelf stable prepared meals on hand for emergencies. Whether you’re facing a natural disaster or simply need a backup meal option, these meals can provide peace of mind knowing you have food available when you need it.

In conclusion, shelf stable prepared meals are a convenient and practical meal option for individuals with busy lifestyles. With their long shelf life, nutritional value, and ease of preparation, these meals can be a valuable addition to your pantry. Whether you’re looking for a quick meal on-the-go or a backup option for emergencies, shelf stable prepared meals have you covered. Start incorporating them into your diet today and enjoy the convenience they provide.

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Techniques for Executing AI
Artificial Intelligence (AI) has actually become a transformative modern technology throughout different industries. Read more about this website. Organizations are leveraging AI to enhance procedures, improve decision-making, and enhance customer experiences. Learn more about this homepage. Nevertheless, implementing AI can be a complex job that calls for cautious preparation and execution. View more about this homepage. In this post, we will certainly discover some approaches for effectively applying AI in your company. Check here for more info.

1. Specify Clear Goals and Purposes: Prior to diving into AI application, it’s crucial to define clear goals and objectives for your organization. Discover more about this link. Identify what particular problems you intend to fix or possibilities you intend to manipulate using AI. Check it out! this site. By having a clear vision, you can align your AI initiatives with your total organization approach and make certain that your efforts deliver concrete results. Read here for more info.

2. Begin with Small-Scale Projects: AI execution does not need to be a substantial endeavor from the start. Click here for more updates. Rather, it’s frequently a lot more reliable to start with small jobs that address details discomfort factors or use instances. View here for more details. Beginning tiny permits you to evaluate the feasibility and value of AI within your company without frustrating your resources. Click for more info. When you have shown success in these smaller sized jobs, you can slowly scale up your AI initiatives. Read more about this website.

3. Invest in the Right Skill: AI implementation needs knowledge in locations such as machine learning, information science, and software application engineering. Learn more about this homepage. It’s important to buy employing or educating the ideal skill to build and deploy AI solutions efficiently. View more about this page. If employing isn’t feasible, take into consideration partnering with outside specialists or leveraging AI platforms that need marginal coding expertise. Check here for more info. Having the right individuals with the required skills and knowledge is important to the success of your AI campaigns. Discover more about this link.

4. Take Advantage Of Existing Data and Framework: AI prospers on information. Prior to applying AI, evaluate your existing data properties and infrastructure. Check it out! this site. Determine if you have detailed and well-structured data that can be utilized to train AI designs. Read here for more info. In addition, assess the compatibility of your existing infrastructure with AI modern technologies. Click here for more updates. Upgrading or making necessary modifications to your data and infrastructure will guarantee smoother assimilation and even more exact AI results. View here for more details.

5. Foster a Data-Driven Society: AI execution is not just a technological modification; it additionally calls for a cultural change within the organization. Click for more info.Urge a data-driven society where decision-making is based upon evidence and understandings derived from AI. Read more about this website. Promote data proficiency and provide training to staff members on AI ideas and applications. Learn more about this homepage. By fostering a data-driven culture, you can grow a setting that accepts AI and utilizes it to its full potential. View more about this page.

In conclusion, carrying out AI in your organization can be a game-changer, however it needs thoughtful planning and execution. Check here for more info. By specifying clear objectives, starting with small-scale projects, purchasing talent, leveraging existing information and infrastructure, and fostering a data-driven society, you can set yourself up for success in applying AI. Discover more about this link. Bear in mind that AI application is a repetitive procedure, and continuous assessment and renovation are crucial to staying ahead in this rapidly advancing field. Check it out! this site.

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Exactly how to Obtain a Reseller Certificate
Are you interested in beginning your own business and becoming a reseller? Possibly you have a passion for a certain item or category and intend to capitalize on the opportunity to market it to others. Read more about this website. Getting a reseller permit is an important action in establishing your service and making certain that you are operating lawfully. In this write-up, we will certainly provide you with a step-by-step guide on just how to obtain a reseller license. Learn more abpout this homepage.

Research your local needs: The primary step in acquiring a reseller certificate is to look into the demands in your details region. View more about this page. Each state or country might have various policies and processes for acquiring a reseller certificate. Check here for more info. Search for the pertinent government firm or department that handles service licenses and authorizations. Discover more about this link. They will have all the details you require to start. Check it out! this site.

Register your company: Prior to you can get a reseller permit, it is very important to register your business. Read here for more info. Choose an ideal service name and legal framework (such as sole proprietorship, collaboration, or LLC) and register it with the proper authorities. Click here for more updates. This action will certainly vary depending upon your place, so make certain to comply with the guidelines offered by your city government. View here for more details.

Prepare the required paperwork: Once you have actually registered your company, you will certainly need to gather the needed documents for your reseller certificate application. Click for more info. This generally consists of individual identification papers, evidence of address, a tax recognition number (such as an Employer Identification Number or Social Security Number), and any various other files defined by your local government. Discover more about this link.

Send your application: With all the needed documents prepared, it’s time to send your reseller certificate application. Learn more about this homepage. Follow the instructions provided by your local government company, complete the application properly, and attach all required files. Check it out! this site. Pay any type of relevant costs, and bear in mind to maintain a copy of your application for your documents. Read here for more info.

Wait on approval: After submitting your application, you will certainly need to wait on your reseller permit to be authorized. View more about this website. The processing time can differ depending on your location and the workload of the federal government firm. Check here for more info. Be patient and all set to answer any follow-up inquiries or supply added info if required. Read more about this article.

Comply with policies: When you obtain your reseller license, it is necessary to acquaint on your own with any guidelines or limitations that may apply to your business. Check now! for more info. Ensure that you adhere to all suitable regulations concerning sales, taxes, labeling, and any other requirements certain to your market. Read here! for more details.

Final thought: Obtaining a reseller permit is an essential action in developing a genuine organization. View more about this page. By investigating your regional needs, registering your organization, preparing the essential paperwork, sending a complete application, and following policies, you can successfully get a reseller license and start your business journey worldwide of reselling. Check it out! this site.

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general surgeon Perryville Arkansas

When it comes to considering your health and well-being, finding the right healthcare provider is crucial. Whether you have a specific condition or are in need of routine medical care, a general surgeon is a healthcare professional that you may want to consider. In this article, we will explore the role of a general surgeon and why you should consider consulting one for your medical needs.

Understanding the Role of a General Surgeon

A general surgeon is a medical doctor who specializes in performing surgical procedures. They are trained to diagnose and provide surgical treatment for a wide range of conditions, including diseases of the digestive tract, breast, skin, and soft tissues. They also handle emergency surgeries, such as appendectomies and trauma surgeries.

Through years of education and training, general surgeons gain a deep understanding of anatomy, physiology, and surgical techniques. They possess the expertise to perform both minor and complex surgeries, often utilizing the latest technology and advancements in the field.

Why Should You Consider Consulting a General Surgeon?

1. Expertise in Surgical Procedures

One of the key reasons to consult a general surgeon is their expertise in surgical procedures. They possess the knowledge and skills to perform various surgeries, ensuring that you receive the best possible care. Whether it is a routine procedure or a complex surgery, a general surgeon can guide you through the process, explain the risks and benefits, and provide the necessary post-operative care.

2. Treatment of a Variety of Conditions

General surgeons are trained to diagnose and treat a wide range of conditions. From removing gallstones to repairing hernias, general surgeons can address many different medical issues. They can also provide guidance and treatment options for conditions such as breast cancer, skin cancer, and gastrointestinal disorders. By consulting a general surgeon, you can receive comprehensive care for your condition.

3. Collaboration with Other Medical Professionals

In some cases, your medical condition may require collaboration with other medical professionals. General surgeons often work closely with specialists from other disciplines, allowing for a multidisciplinary approach to your health. This collaboration ensures that you receive the most appropriate care, as different specialists bring their unique expertise to the table.

4. Emergency Surgical Care

In the case of emergencies, having a general surgeon on your side can be lifesaving. General surgeons are capable of handling a wide range of emergency surgeries, such as appendectomies, trauma surgeries, and acute abdominal conditions. Their ability to act quickly and decisively in emergency situations can make all the difference in ensuring the best possible outcome.

5. Continuity of Care

Another significant advantage of consulting a general surgeon is the continuity of care they provide. They often follow patients from initial consultation through surgery and post-operative care. This ensures that they have a comprehensive understanding of your medical history and can provide personalized recommendations and treatment plans as needed.

In conclusion, when it comes to your health, finding the right healthcare provider is essential. A general surgeon is a medical professional with the expertise to perform surgical procedures, treat a variety of conditions, collaborate with other specialists, provide emergency care, and offer continuity of care. By consulting a general surgeon, you can trust that you are receiving the highest quality of care for your medical needs. So, whether you require a routine procedure or are facing a complex surgical intervention, consider reaching out to a general surgeon to guide you through your healthcare journey.

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Plan Your Next Corporate Event with These Exciting Entertainment Packages

Are you looking to make your next corporate event a memorable one? Look no further! In today’s fast-paced corporate world, it’s essential to think outside the box and provide your employees and guests with an experience they won’t soon forget. One surefire way to do this is by incorporating exciting entertainment packages into your event. Whether you’re hosting a team-building retreat, a conference, or a company-wide celebration, these packages are designed to take your event to the next level. Let’s dive in and explore some of the most popular corporate entertainment packages available today.

1. Comedy Shows and Improv Workshops
Laughter is the best medicine, and it’s also a fantastic way to break the ice and bring people together. Hire a professional comedy group or improv troupe to perform a live show for your attendees. Their quick wit and comedic timing will surely have everyone laughing throughout the night. Additionally, consider including improv workshops, where participants can learn the art of spontaneous creativity. This not only encourages teamwork but also boosts confidence and fosters a positive working environment.

2. Live Music Performances
Nothing sets the mood like live music. Whether you opt for a solo musician, a jazz band, or a high-energy cover band, live music can elevate the atmosphere of any event. Choose a genre that suits the tone of your event and watch as your guests tap their feet and dance the night away. To make it even more interactive, allow attendees to request their favorite songs in advance. This personalized touch will make them feel truly appreciated and engaged in the event experience.

3. Mind-Blowing Magic Shows
Get ready to be amazed! Magic shows are not just for children’s parties; they can also add a touch of wonder and excitement to corporate events. Hire a professional magician to perform jaw-dropping tricks and illusions that will leave your guests in awe. Not only will this provide entertainment during the show, but it will also spark conversations and create lasting memories. As a bonus, consider offering mini magic workshops, where attendees can learn a few tricks of their own.

4. Casino Nights
Take a gamble on adding some excitement to your corporate event with a casino night. Set up various casino games such as blackjack, roulette, and poker for your guests to enjoy. Provide them with fun money or chips that they can exchange for prizes at the end of the night. This package is perfect for team-building events, as it encourages friendly competition and fosters a sense of camaraderie. Additionally, hiring professional dealers brings an authentic casino experience to your event.

5. Outdoor Adventures
Sometimes, a change of scenery is all you need to breathe new life into your corporate event. Consider incorporating outdoor adventures into your team-building activities. From hiking and kayaking to ropes courses and zip-lining, the options are endless. These activities not only provide a fun and exhilarating experience but also foster teamwork, communication, and problem-solving skills. Your employees will return to the office feeling refreshed and motivated.

6. Culinary Experiences
Food brings people together, and what better way to bond than over a culinary experience? Spice up your corporate event by including cooking classes or interactive food stations. Allow participants to learn new recipes, engage in friendly cooking competitions, or enjoy a chef-led demonstration. These experiences not only provide entertainment but also teach new skills that attendees can bring back to their daily lives.

In conclusion, don’t settle for mediocre corporate events. Go above and beyond by incorporating these thrilling entertainment packages. Whether you choose comedy shows, live music, magic performances, casino nights, outdoor adventures, or culinary experiences, your attendees are guaranteed to have an unforgettable time. Remember, a successful event is one where attendees leave with smiles on their faces, new connections, and a renewed sense of enthusiasm for their work. So, what are you waiting for? Start planning your next corporate event with these exciting entertainment packages today!

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