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Machine Learning Platform

 

Artificial intelligence (AI) and machine learning are increasing their presences in the business world on a seemingly daily basis. These technologies have the ability to automate repetitive tasks, identify trends in unstructured data, and even make predictions that can assist companies with critical decisions.

 

However, organizations can only take advantage of the technologies if they have a system to support it. For smaller companies, designing a proprietary machine learning platform may be out of reach. However, thanks to open source, that doesn’t mean they can’t create a functional solution based on their unique needs.

 

While using the open source approach may seem risky, particularly since you don’t have full ownership over your creation, when leveraged properly, it can actually be the ideal approach. If you are interested in building a machine learning platform, here’s how to make the most of the open source options available.

 

Explore Existing Offerings

When you want to use open source to craft your ideal solution, you don’t want to merely grab the first option you come across. Instead, explore each one to learn its strengths and weaknesses, allowing you to choose the best approach based on your existing systems, coding preferences, or overall goals.

 

Today, there are multiple open source options available, including many from leading technology companies. For example, Salesforce opened up their TransmogrifAI, the machine learning library used in the company’s Einstein AI platform, that works best with structured data. Oracle’s Graphpipe may be a better option for smartphone and IoT device-oriented machine learning models where cloud-based servers are in play. And, of course, there is also a significant amount of machine learning code available from Google.

 

By taking a close look at the open source options that are available, you can identify existing solutions that can help you craft your ideal platform based on your needs and goals. This can be a significant timesaver, ensuring you begin your project in the best position possible.

 

Embrace the Community

When you use an open source approach to creating your machine learning platform, you also gain an additional benefit beyond having access to reliable starting code; you can also leverage the community. Companies and developers on sites like GitHub are more than willing to look over your code, provide suggestions, make tweaks, or even help you find errors.

 

By embracing the community, businesses with small development teams can make progress more quickly, resulting in a more robust solution in a shorter timeframe. Plus, they can help your IT pros learn and grow in the machine learning development arena, allowing them to enhance their skills and knowledge along the way.

 

Ultimately, by leveraging open source, you can build your next machine learning platform quickly and efficiently. If you are interested in learning more about the power of open source, the professionals at The Armada Group can help. Contact us to speak with one of our knowledgeable team members today and see how our development expertise can benefit you.

 

 

Manage a Remote Team

 

As a means of securing the highest caliber of IT talent, more companies are embracing remote teams. Not only does this broaden their available talent pools, it also ensures a person’s physical location is largely irrelevant when it comes to hiring. As long as the employee has access to a reliable internet connection and the right tools, they can be just as productive from practically anywhere.

 

However, if you want to craft a truly remarkable IT team, then you need to manage them properly. Often, this requires company leaders to rethink how they operate, abandoning old paradigms that don’t always work when overseeing a remote workforce.

 

If you want your remote IT team to be as successful as possible, here are some tips that can help you manage them effectively.

 

Delegate Wisely

With remote teams, how you delegate tasks is crucial to your success. Since your employees aren’t physically together, you need to assign activities based on who is most capable of providing the ideal result. This means concentrating more on the quality of the outputs and less on the methods used to achieve them, giving your remote workers the option to select the approach they prefer.

 

Additionally, it means putting a higher focus on accountability. The remote IT team member assigned to the task must take full responsibility for its completion and success, giving them a sense of ownership and potentially creating a source of motivation.

 

Focus on Trust

When you manage a remote team, trust is essential. After all, you don’t have the ability to peek in on their work by simply strolling over to their desk. Instead, you have to have faith they can use their expertise to deliver the desired results, even if they aren’t directly observed.

 

However, with remote teams, you don’t always have the opportunity to build trust before you empower them to take ownership of a task. Instead, you have to extend it first and give them a chance to rise to the occasion, believing they will live up to their end of the bargain practically from the beginning.

 

While this approach can seem odd, it’s a necessity. Micromanaging a remote team is nearly impossible, so attempting to do so will only breed frustration. But, if you empower them with trust, you give them a chance to thrive.

 

Make Success Collective

With remote teams, you are often their touchstone, acting as their primary connection to the larger organization. When your IT team achieves a victory, they may not receive accolades from other members of the leadership team simply because they aren’t in the same physical space.

 

This means you need to help fill that void. Acknowledge and even celebrate group victories often, and strive to show your appreciation for their contributions regularly. Without recognition, your remote IT pros may feel undervalued, and that can harm morale, productivity, and retention rates.

 

By recognizing everyone’s accomplishments, you demonstrate how valuable they are to you, their teammates, and the company, and that can go a long way when you want to craft a successful remote IT team.

 

If you are interested in learning more or are looking for IT pros to join your staff, the professionals at The Armada Group can help. Contact us to learn more about our services today and see how our workforce management expertise can benefit you.

 

 

High Paying IT Skills

 

When you want to make the most of your IT career, it isn’t uncommon to jump online and learn about high-paying opportunities in the field. However, this usually results in article after article discussing the highest-paying jobs in IT, and this isn’t always helpful to tech professionals who aren’t interested in switching specialties.

 

After all, it can take a significant amount of time and training to go from a focus on networking to concentrating on cybersecurity. Additionally, you may have to take a few steps down on the career ladder to make a transition like that viable, and that isn’t always a lucrative approach.

 

However, you can still enhance your earning potential without having to fully reshape your IT career. By acquiring specific high-paying skills, you can make yourself a more valuable employee, even within your current niche.

 

If you are wondering which skills are potentially worth pursuing, here are some of the highest-paying tech skills of today.

 

Data Architecture

As companies continue to become more data-driven, having skilled professionals who can understand and enhance the complex relationships between systems, applications, and databases is a must. Additionally, they also need IT pros who can design and implement new storage and management systems, ensuring they have the ideal solution for their needs.

 

While data architecture may be managed by someone specifically in a data architect role, these duties may also be assigned to other professionals. For example, database administrators, application developers, project managers, and business analysts may benefit from this skill set, allowing them to earn more while remaining in their specialty.

 

Complex Event Processing (CEP)

While CEP has been around since the 1990s, it is particularly relevant in today’s business world. Big data, cybersecurity, and IoT have increased demand for this form of data processing, allowing data correlations based on information stored in multiple systems to be more easily identified.

 

CEP may be helpful for cybersecurity, IoT, data analytics, and a range of other IT professionals, making it a valuable skill to add to your repertoire.

 

Machine Learning

A subset of artificial intelligence (AI), machine learning skills are increasingly valuable as more companies look to create systems that can improve how automated tasks are performed without the need to explicitly program them at each juncture. Additionally, machine learning is relevant to a range of IT specialties, including cybersecurity, data analytics, IoT, e-commerce, and more.

 

Since the technology has so many potential applications and is still relevantly new in the business world, adding machine learning skills to your arsenal can be particularly lucrative.

 

Prescriptive Analytics

Another subset in the AI space with significance in multiple IT specialties, prescriptive analytics involves processing historical data, identifying trends, and locating patterns as a means of creating meaningful predictions about future events that are accompanied by actionable recommendations. The suggestions provided take this technology beyond predictive analytics, and it is likely to become more prevalent as companies learn to harness its power.

 

Since prescriptive analytics can be relevant in a number of specialties, including cybersecurity, data management, IT operations, and application development, it’s a skill that can provide value to a variety of IT professionals.

 

Ultimately, all of the skills above are some of the highest-paying ones in the IT world today. By adding them to your repertoire, you are empowering yourself to have a more lucrative career, even without having to change IT specialties.

 

If you are interested in learning more or are searching for new tech job opportunities, the professionals at The Armada Group can help you explore your options. Contact us to speak with one of our experienced recruiters and see how our expertise can benefit your career today.

 

 

AR

 

Augmented reality (AR), a technology that was once just a dream for sci-fi fans, has quickly become a valuable tool for business. The ability to layer information over real-world settings has a significant amount of potential, making certain errors easier to spot, information simpler to visualize, and three-dimensional planning more accurate.

 

Ultimately, AR has the ability to improve operations, enhance collaborative efforts, and even cut costs. While the potential of the technology is not yet fully realized, it is already starting to make waves in a range of industries.

 

If you are wondering how AR is impacting business in the real world, here’s what you need to know.

 

Instructional Overlays

When an employee is troubleshooting a malfunctioning device or piece of equipment, shifting back and forth between a set of instructions and the object itself isn’t the most efficient approach. With smart glasses that use AR technology, instructional overlays can be displayed across the worker’s field of vision, helping them identify components, handle tricky steps, or otherwise manage the repair process with greater ease.

 

Not only could this be beneficial to repair-oriented professions, but it could also allow other employees to troubleshoot some issues on their own, or at least accurately assess the situation before requesting help from a skilled technician.

 

Design Walkthroughs

Architecture and engineering firms have long embraced AR’s capabilities, using the technology to render building projects to create functional, virtual walkthroughs. This can provide valuable real-world context for designs that were once limited to drawings on paper, making certain problems easier to spot before construction even begins.

 

Additionally, the technology can allow customers to experience their new home or building to ensure it meets their needs, giving designers the ability to make adjustments before they break ground. This can help bridge the gap for customers who don’t have much construction knowledge and may not understand how a plan will look as a finished building, ensuring they aren’t disappointed by the results.

 

 

Virtual Prototypes

The ability to create virtual prototypes is incredibly beneficial for manufacturing and production companies of all kinds. Being able to see how an object would look in the real-world can help companies better assess an item’s size and shape, a critical step when it comes to determining whether a product is reasonably easy to handle or if it will fit into a particular space.

 

Navigation

AR systems could be invaluable when it comes to navigation. Whether it is guiding workers through large manufacturing or warehousing facilities or helping long-haul truck drivers manage unfamiliar routes, the ability to receive directions on smart glasses or heads-up displays allows employees to keep their eyes on the walkway or road. This could not only help them get where they are going but could prevent accidents and injuries as well, increasing efficiency and safety at the same time.

 

Ultimately, AR could become a powerful tool in the workplace, particularly as the technology becomes more robust and affordable over time. If you are interested in learning more, the professionals at The Armada Group can help. Contact us to speak with one of our knowledgeable staff members today and see how our expertise can benefit you.

 

 

Mobile App Builds

 

If you’ve ever considered building an app, the platform you choose can have a big impact on your level of success, particularly if you aren’t a professional developer. Luckily, there are a variety of options that can help beginners get started with ease while allowing experts to speed up their development timelines.

 

If you are looking to build mobile apps, here are five platforms worth exploring.

 

  1. Appery.io

One of the biggest benefits of using Appery is the fact that it is a cloud-based system. This means you can access the platform without having to download or install anything on your computer, which can help save valuable resources. Additionally, it allows you to get started fast, since you can begin using the system immediately.

 

Appery can be used for both iOS and Android apps, and features a visual editor for those who prefer a drag-and-drop approach to UI building. The platform autogenerates the applicable code for the UI, saving you time too.

 

  1. Mobile Roadie

Mobile Roadie is largely language agnostic, giving you the ability to pull in data using a range of popular formats, including PHP, HTML, and CSV. Additionally, the platform is highly visual, supporting a wide range of media types and making the build process relatively simple.

 

The app preview on Mobile Roadie is highly accurate, allowing you to see how the app would appear to users quickly and efficiently. The platform can also provide guidance regarding the App Store submission process, increasing the odds that your app will be accepted.

 

 

  1. Good Barber

Good Barber provides users with the ability to create apps and optimized web applications without writing any code at all. The platform provides you with access to customizable design templates, allowing you to get started quickly. Plus, Good Barber includes a wide selection of icons and fonts to help you achieve an ideal final look.

 

The platform can support Android and iOS app development, though each requires a separate plan.

 

  1. AppMachine

Another platform that embraces the drag-and-drop interface, AppMachine is an easy-to-use platform that can produce both iOS and Android apps. Users can design apps based on their own styling and with a wide range of features, including video or photos. The apps can also be easily linked to social media accounts or online stores, and fully tested before they are submitted to the App Store or Google Play.

 

  1. BiznessApps

Ideal for smaller businesses looking to create a mobile app, BiznessApps has a broad selection of features, including shopping carts, user review sections, messaging, ordering, analytics, and third-party integrations. The platform is very simple to use, letting a person design a functional app in mere minutes.

 

BiznessApps also helps it users succeed with the platform, offering weekly webinars to assist with app construction and hundreds of articles and tutorials to guide users along.

 

Any of the mobile app platforms above can be suitable for beginners and experts alike. If you are interested in finding out more, the professionals at The Armada Group can help. Contact us to discuss your questions with one of our knowledgeable staff members today and see how our expertise can benefit you.

 

 

Real Time Analytics

Determining whether your company should redesign key systems to integrate real-time analytics into your processes can be challenging. For high transaction industries, like financial services or hospitality, being able to tracks information in real-time could be particularly valuable, potentially creating revenue increasing opportunities that may otherwise be missed. Similarly, manufacturing and productions environments may benefit from such analytics, particularly if IoT devices are used to manage operations and maintenance.

 

If you are wondering whether your company should be utilizing real-time analytics, here are some examples of why embracing the technology could be a wise idea.

 

Revenue Opportunities

Real-time analytics may create unique opportunities for service industry businesses where utilization is a key part of their success. For example, a hotel with empty rooms isn’t at full capacity, meaning there is an opportunity to increase revenue by finding additional guests to fill those vacancies.

 

If a hotel chain embraces real-time analytics, they can monitor reservations and vacancies at a specific moment. Then, they can create customized, spontaneous promotions designed to fill empty rooms, allowing more revenue to be generated.

 

Additionally, they can factor in points like demographic information and past usage patterns to help identify customers to target, which may impact the hotel’s odds of success.

 

Production Adjustments

Manufacturing environments can make the most o IoT devices when they partner the technology with real-time analytics. Production rates can be monitored to identify potential equipment issues, emerging bottlenecks, or similar activities that could hinder operations. Then, they can intervene immediately, ensuring things run as smoothly as possible.

 

 

How to Determine if Real-Time Analytics is Right for Your Company

Companies with high transaction volumes that want to maximize revenue can often benefit from real-time analytics. Similarly, manufacturing environments with IoT initiatives can improve operations by welcoming the technology.

 

However, it’s important to determine whether the potential gains are worth the cost, as real-time analytics can be expensive to implement.

 

Many companies don’t actually require real-time analytics to remain efficient and profitable. Instead, robust analytics reporting can provide enough information to help decision-makers reduce expenses or increase revenue, often for a fraction of the cost of real-time analytics.

 

Since real-time analytics is relatively new, many providers offer demonstrations of their technology. As an IT manager, it may be wise to evaluate a few systems to determine if the price is suitable based on the potential gains. Ideally, you want to coordinate with other organizational leaders to develop a set of metrics for the evaluation of a solution, then arrange a proof-of-concept trial to examine the option.

 

Some companies will discover that real-time analytics provides them with enough value to make the costs worthwhile, while others will find the opposite is true. Either way, it is wise to evaluate the potential of the technology, particularly since it may become more affordable as time goes on.

 

If you are interested in learning more, the professionals at The Armada Group can help. Contact us to speak with one of our knowledgeable team members today and see how our expertise can benefit you.