Netflix’s recommendation engine has become the stuff of legends — at least in the minds of people craving a good TV show after a long day of work, which is many of us. But do you know what makes that famous engine tick? It’s machine learning.
A subfield of artificial intelligence, machine learning is the power behind some of the greatest innovations we use every day: spam detection tools, self-driving cars, social media photo identification, and much more.
Part of the field of data science, machine learning leverages algorithms, which are trained based on being fed data to categorize information, make predictions, identify patterns, make decisions, and derive insights. As is implied from its name, it allows machines to, well, learn.
BairesDev is a top machine learning development company. Keep reading to learn more about this important tool and the services we provide.
Deep learning is a subfield of machine learning that leverages algorithms, modeled after the human brain, to perform tasks and draw conclusions with minimal, if any, human intervention. At BairesDev, we can help you incorporate deep learning into your technologies to create robust, automated products.
Sitting at the intersection of several disciplines, natural language processing (NPL) enables machines to understand language and apply this knowledge to numerous functions, such as taking voice commands and displaying speech-to-text “translations.” This is a an all-encompassing tool that can be very useful to your business and products.
Predictive analytics provide huge opportunities for your business to better predict risks and outcomes. BairesDev has data specialists and software engineers who can work with you to tap into this field within machine learning.
Machine learning can be an effective marketing tool, allowing you to better understand your audience and adjust your efforts accordingly. It enables automation and personalization, giving you insight into consumer behavior and assisting with tasks like lead scoring, developing buyer personas, user segmentation, keyword research and analysis, and much more.
BairesDev is adept at creating custom solutions to meet the unique needs of its clients. We will work with you to build individual machine learning models that suit your business purposes.
Machine learning is a complex system, and in order to implement it effectively into your products, we need to gain more insight into what you do and what you’re looking for. The discovery phase involves diving deep into your operations and getting to know your business. We will also gather information and requirements, as well as perform extensive market research to inform our development process.
Based on the information we gather, we will construct a plan for development. This not only means mapping out the steps for the project but also gathering the resources needed and identifying the best-fit professionals for the project.
Development is when we will actually build your product. We will bring the top machine learning experts and software engineers on board to ensure a smooth process.
User experience (UX) design accompanies development. This is about constructing the look and feel of the product and determining what will satisfy the user and give them a positive experience. It goes well beyond visuals and involves extensive user research, wireframing, and more.
Quality assurance (QA) testing is a thorough process that involves evaluating numerous aspects of your product, such as performance, functionality, usability, security, and load capacity. We will also assess your product for any bugs or defects.
Finally, it’s time to launch your machine learning product. This will only take place after thorough testing and your own evaluation. Remember, too, that machine learning is evolving, and your product will need maintenance and updates.
Machine learning has wide-reaching implications and use cases. It’s leveraged in decision-making, customer relationship management, predictive analytics, business intelligence, automation, and much more. Essentially, it makes tasks more efficient and enables computers to learn and make decisions quickly and accurately.
Machine learning offers numerous opportunities and benefits to businesses. Some of the top advantages are:
Of course, there are some drawbacks to machine learning as well. For example:
Machine learning has numerous applications. Examples include:
BairesDev selects on the top 1% of machine learning talent. This ensures that we are bringing you only the best engineers and tech professionals to complete your project, no matter how complex it is. This degree of expertise means you will benefit from deep expertise and experience for a better development process and quality results.
Our team members are fully dedicated to your machine learning project. They will go above and beyond to work with your team or deliver results independently, allowing you to focus on your core business. We will take care of the technology.
Innovation will boost your business and help you grow. At BairesDev, we bring the an innovative, creative spirit to your project, helping you think outside the box and offering ideas to improve your entire organization.
We will keep you informed about progress, challenges, and any other goings-on throughout the project and process. BairesDev remains fully transparent will its clients at all times.
As part of our flexible innovation philosophy, we offer a variety of engagement models. If you have an in-house team in place and need additional talent to help you complete specific projects, consider out staff augmentation model. Or, through our dedicated team model, we will provide all the professionals and specializations necessary to complete your machine learning project from start to finish: developers, UX designers, QA specialists, a project manager, and so on.
BairesDev offers competitive pricing while maintaining high standards and producing quality results. As a nearshore outsourcing company, we provide cost-effective solutions without sacrificing our standards.
Outsourcing machine learning development involves contracting an external company like BairesDev to complete a project from start to finish or having tech talent join your in-house team to complete the project collaboratively. In either case, you are engaging the services of experts, who will help you bring you project to fruition.
You can hire machine learning developers on a full-time basis. Your hiring decisions will depend on your unique needs and expectations for your project. If you’re having trouble finding specializations in your area or if you need help on an as-needed basis, you should consider outsourcing development rather than working with a full-time, in-house developer. But there are other situations where the latter model could be more appropriate.
There are numerous kinds of machine learning apps you can build across industries and niches. Examples include:
Machine learning is a subfield of artificial intelligence. While AI is a larger umbrella term encompassing multiple branches, ML specifically concerns the use of data science and algorithms to mirror how humans learn, adapting and growing as the model accesses more data.
BairesDev will absolutely perform custom machine learning work. In fact, we specialize in tailored solutions that meet your specific needs.
ML companies like BairesDev provide a full range of services to create, train, launch, and maintain ML models. Some examples include predictive analytics, deep learning, natural language processing, automation, business intelligence, and much more.
