Expert Machine Learning Development Company
From Data engineering expertise to forecasting trends and growth, choose Folio3 AI as your machine learning development company which provides data-driven machine learning solutions tailored to your business needs.
What's so Unique About Our Machine Learning Development Services?
Our machine learning experts leverage advanced statistical methods and deep knowledge of ML algorithms, including Deep Learning, to create customized solutions that meet the unique needs of your business. Build solutions that guarantee growth with our machine learning development services.
Our Machine Learning Solutions and Consulting Services Include
ML Consultation
Talk to Our ML experts with our machine learning consultation services. We provide everything from evaluating your data, and selecting the best ML approach to maximize ROI, to scoping, proving, and constructing user-facing prototypes.
Utilize computer vision techniques to extract meaningful data from pictures and the surroundings for face recognition, biometrics, transportation, and other use cases.
ML Integration
Our expert ML engineers seamlessly integrate neural networks and other ML algorithms into your business application, enterprise system, or workflow. Leverage our expertise in deploying ML capabilities to revolutionize experiences and enhance operations.
Find the best machine learning engineers to handle your AI and ML needs. Thanks to the flexible engagement and quick resource allocation choices, we can provide you with the agility you want when selecting a technology partner.
Anomaly Detection
Leverage data to recognize unusual activity to spot fraud, security flaws, data breaches, health issues, structural problems, etc. and take timely action.
Custom Development
With our Machine Learning as a service platform, we offer our clients the opportunity to create tailored machine learning applications.
Create chatbots, teach machines to interpret voice and text as people do, extract useful information, identify topics in text documents, and more.
Utilize data from the past and present to get a glimpse into the future. Eliminate speculation and discover how the future will affect your business, clients, or the whole sector.
How We Build Machine Learning Solutions
Using an enhanced understanding of customer needs and alignment of end goals, Folio3 has built and deployed successful Machine Learning solutions. We deliver a rich user experience by encouraging regular touchpoints with customers and relevant stakeholders. Our development approach is tailored to your unique business needs:
01
Submission of a hypothesis
02
Scope and feasibility of the project with defined Delivery of a Proof of Concept
03
Algorithm development with regular touchpoints
04
Final delivery and live deployment
Customer Story
S3 to Delta Tables in Databricks
As a software company that collects canine data through sensors makes it worthwhile and feeds it to their ML algorithms for further insights, Kinship faced challenges while fetching data older than 90 days for their Machine Learning Algorithms. Folio3 augmented its staff with an experienced Data Engineering team for faster deployment, reduced system errors, and a smooth integration on the cloud.
Expertise used
Machine Learning, Data Engineering
Country
USA
Industry
Embedded Software Products
Maximize Control Over Your ML Operations With Machine Learning Development Services
Folio3’s Machine Learning development services offers features that help automate model generation and tuning to increase efficiency and accuracy, deploying better and faster models in the cloud or on-premises. Extensive model testing and customization ensure the best solution fit for your company, as our experts collaborate with you throughout every step of the process, from data preparation to model training and evaluation to deployment.
ML Ops
Custom ML Development
Business Process Automation
Augment Your Machine Learning Operations - Hire ML Develepors
Recruitment of quality ML engineers has become a challenging task, as thousands of companies attempt to attract talent from a limited pool of candidates.
Here at Folio3, our engineers have vast experience working across industry verticals. We can provide experienced individuals to augment your ML operations.
ML Engineers
ML Ops
Data Scientists
ML Architect
Machine Learning Services and Solutions Tailored To Your Industry Needs
With a team of cross-functional experts, our machine learning services and solutions offer the opportunity to stay on top of your industry challenges and leverage machine learning to evolve significantly.
Healthcare
Find the right treatment for every patient and elevate your patient care. With the capabilities to automate key practices and processes, Machine Learning services are being used to solve the healthcare problems of today.
Retail
Machine learning services for retail can help businesses cater to increasing demands and more savvy customers. Meet and exceed the expectations of your customers to delight them
Ecommerce
Machine learning services in commerce empowers online stores and selling platforms to architect capabilities that enable creative and personalized shopping experiences for users ranging from buying process all the way to fulfillment and logistics.
Transportation
Create a smarter transportation infrastructure,
maximizing traffic flow efficiency, managing congestions, and managing parking etc. With the power of machine learning services
Manufacturing
Identify and handle potential issues with full visibility into operations before they disrupt business with machine learning services
Logistics
Discover the power of machine learning in optimizing your supply chain, improving inventory management, and streamlining operations, to meet dynamic market demands, and achieve unprecedented levels of efficiency and cost-effectiveness.
Our ML development tech stack
Algorithms
Supervised Learning (classification, regression, etc.) | Semi-supervised Learning | Unsupervised Learning (clustering, etc.) | Deep Learning (neural networks, reinforcement learning, etc.) | Optimization | Probabilistic ML | Computer Vision (object detection, instance segmentation, etc) | other
Languages
Python | R | Scala | SQL | C++ | other
ML frameworks
TensorFlow | Scikit-learn | SciPy | PyTorch | other
Visualization
Power BI | Tableau | Qlik | Matplotlib | seaborn | ggplot2 | Plotly | Bokeh
DBMS
MS SQL | PostgreSQL | MySQL | MongoDB | CouchDB | Cassandra | Hadoop | other
Cloud Platforms
Amazon Web Services | Google Cloud Platform | Microsoft Azure
Why Choose Folio3 As Your Machine Learning Solution Company?
We offer tailored solutions for our clients with the flexibility that they need to stay competitive in their respective industries. Our experience of working in different verticals gives us an insight into business-specific tech solutions. Hire Machine learning experts on an hourly or full-time basis and save development costs.
Hassle-Free Project
Management
Full
Visibility
Extensive
Experience
Integrity and
Transparency
18+ Years of
Experience
Flexible Engagement
Models
What We Do Right
Through the use of the latest technologies, we can help you maximize efficiency and productivity by automating your transcription process. This can provide multiple benefits to both individuals and corporations.
Provide Technical Expertise
Build robust solutions to ensure sustainable growth in the digital economy
Deliver the Best Solution
Smooth deployment in the best possible manner at the best price points
Feature Rich Solutions
Maintain an enriched ecosystem for guidance to increase efficiency
Build ML Apps with Ease
With our Machine Learning as a service platform, we offer our clients the opportunity to create tailored machine learning applications
Our Customers
Hear From Our Clients
"Whether it’s a new development, update or maintenance – Folio3 always shines through. Their turnaround time is always stellar, it’s a pleasure to work with them."
Mike Do
Barnes & Noble"I am very happy about how Folio3 gives 100% in the work dedication and has a very organized and energetic team who thrive with innovative ideas for our business. We are still using Folio3 on a regular basis and also get excellent updates from any usage left so that we can utilize our monthly allowance which is great teamwork."
Irshad
FairSquare UK"Thanks to the Folio3 team for consistently delivering quickly and being flexible with our many new and evolving projects. The interactions were always great and positive, we appreciated working with the team. The Folio3 team was very clear and methodical with its communication and work. They ensured everything was smooth and were very attentive and reactive to any requests or reports of issues.."
Amy Wei
AutoComplete"I have enjoyed using the transcription service that Folio3 provides and in particular, the kind, patient help you have given. I had several hours of recordings of German conversations made in a very noisy environment that was transcribed better than I thought possible. In the text format, I can use search algorithms and study the language components. I am a linguist and use natural data, that is speech, to research how a language is used. I see many uses for Converse Software services. I'll be sending more jobs later."
Grandon Goertz
University of New Mexico"Folio3 has been a game-changer for our service. Their expertise, work ethic, and dedication were crucial to our successful launch. We were particularly impressed with their availability and willingness to help, no matter what time or day it was. Their ability to gain our trust right away was key, and we appreciate their ownership of the project and the extra effort they put in to help us put our spin on it. We highly recommend Folio3 to anyone looking for a third-party partner they can trust."
Ryan Fisher
CTO - Ludex"Working with the Folio3 team was a very smooth and pleasant process. Communication was fast and efficient, and feedback was always welcome and quickly addressed. I was impressed by the ability of the team to estimate the amount of time and work a complex project would take, and systematically meet deadlines for each of the milestones mapped out in the original project specification. Paired with a strong adaptability to unforeseen difficulties and complications, all of this resulted in a great experience both as a customer and as a lead technical counterpart."
Sr. Quantitative Researcher
AlphaSummit Quants LtdMachine Learning FAQs
What is a kernel in machine learning as a service?
In machine learning, a “kernel” refers to the method of using a linear classifier to solve a non-linear problem. It requires changing linearly inseparable data into linearly separable ones. The kernel function allows mapping of non-linear observations into a higher-dimensional space, facilitating separability. The kernel approach is simply a framework for performing pattern analysis on different types of data across a series of tasks for a range of applications. It also facilitates the use of feature spaces, where parameter dimensionality is more than polynomial.
In computing, the kernel computer program is at the core of a computer’s operating system, with unrestricted control over the entire system. It is usually one of the first programs to load on start-up before the boot loader.
What is bias in machine learning as a service?
Machine Learning algorithms are designed utilizing data that is trained to make assumptions. The machine learning model uses new data input to generate values based on trained machine learning model. The data remain dependant on the set of training data that is used for scoring. Scoring is basically prediction and if not properly monitored can become susceptible to cognitive biases. Assumptions can be biased and in Machine Learning it helps generalize data so that better results can be formulated for larger datasets with various other attributes. Bias in Machine Learning helps make models less sensitive to single data point, however generalized algorithms can also produce outcomes that are systematically prejudiced. When it comes to crucial decisions, bias in Machine Learning can produce amplified results that may not provide a true picture of ground reality.
What is cross validation in machine learning?
This procedure of choosing the numerical outcomes measuring hypothesized connections between factors, are adequate as descriptions of the data, is known as validation. As an acceptable practice, an error estimation for the model is made in the wake of preparing, also called evaluation of residuals. A training error procedure would produce the estimated difference in the predicted and actual responses. Be that as it may, this procedure just gives an idea regarding how well our model does on data used to train it; giving two possible outcomes for the model, either underfitting or overfitting the data. Along these lines, the issue with this assessment procedure is that it doesn't give an indication of how well the learner will sum up to an independent/ unseen data set. Arriving at the conclusion is known as Cross Validation.
What is a classifier in machine learning as a service?
The procedure of predicting the class of given data points is known as classification. Terms such as labels or categories are interchangeably used for classes. Classification predictive modeling is a process of approximating a mapping function, from input variables to make output variables distinct.
Classification comes under supervised learning where the targets also input data. Classification applications are available across multiple domains such as in credit approval and medical diagnosis. Supervised learning procedures can broadly be divided into regression and classification algorithms. Classification algorithms in Machine Learning include Logistic Regression, Decision Tree, Random Forest and Naive Bayes.
