Machine Learning and Deep Learning Solutions
Sophisticated and large-scale models that combine neural networking and diverse computing
What is Machine Learning
and Deep Learning?
Machine learning is a branch of Artificial Intelligence (AI) which enables software applications to solves problems that are unstructured in nature. Built on algorithms which can receive input data and use statistical analysis, machine learning solutions allows systems to access data and adapt through experience. This new breed of software automates machine learning predictive analytics model building and is often categorized as both supervised and unsupervised.
Deep learning is a sub division of machine learning solutions with algorithms that mimic the functions of the brain and essentially how it works. It is based on the neural network technique and configuration which involves the number of layers, layer size, biases, activation functions, connectivity and learning algorithm which further branch into various models.
Considered more effective than any other predictive modeling technique, deep and machine learning solutions enables various applications from data encoding, classification, prediction, identification, etc. Algorithms of deep learning solutions seeks to discover accurate representations to exploit unknown structures in the input distribution at multiple levels. Learning under DL can be supervised, partially supervised as well as unsupervised.
Mainstream Deep & Machine Learning Solutions and how it can help Businesses
Over the past decade DL is used as a service that can help solve enterprise level business challenges. From Google’s predictive search to Facebook’s automatic photo tagging to face and speech recognition on Smartphones, machine translation, business intelligence, medical diagnosis, network security and Internet of Things – the use of Deep and Machine Learning as a service has taken quantum leaps to transform the world we live in today.
The concept of neural networking dates back to the 1950s but the real breakthroughs came in the 2000s. Today computer scientists have been able to successfully harness its vast power by leveraging enormous data as more and more firms start offering equity funding for AI-focused startups. Deep learning was introduced publicly in 2011 when Microsoft officially introduced DL into its commercial products with speech recognition and Google followed suit in August 2012.
Applications and Functions enabled by Deep & Machine Learning Services
Image recognition kick started as Google, Facebook and Baidu each signed up with deep learning solutions. In 2012, Google Brain published the project famously known as the ‘cat experiment’ which explored ‘unsupervised learning’. Researchers exposed a vast neural net spread across 10 million unlabeled random images. Now, image recognition has extended far beyond social apps, medical companies are on their way to accurately read CT scans, MRIs and X-rays while accelerating search for life saving pharmaceuticals.
Today, users are increasingly interacting with their computers by talking to them through Apple’s Siri, Microsoft’s Cortana, Amazon’s Alexa and now Google’s Assistant. Facebook, Microsoft, Google and Baidu have been processing various forms of language and machine translation. Google Translate can render spoken sentences in 32 languages while their text translation can translate to 103 tongues. There have also been several breakthroughs in self-piloting vehicles as Tesla, Ford, Google, Uber and Baidu continue working on testing prototypes. This have all been possible due to the deep neural networks of machine learning solutions.
Machine Learning Solutions by Folio3
At Folio3, we believe that machine learning and deep learning is not just for consumer apps which is why we are helping our clients to use this technology to become intelligent enterprises. By automating processes and prioritizing routine decision making and driving process automation through advanced algorithms, we are paving the way for innovative business models and services that can be utilized for machine learning.
Removing the possibility of human error, machine learning solutions and deep learning are enabling us to shift the traditional rule-based processes to more intelligent ones which will enable the discovery of new unstructured data sets and patterns.
Folio3 helps infuse continuous intelligence in your enterprise processes by dramatically improving your productivity. Our expert team will:
- Analyze the ML/DL needs and requirements of your company
- Provide skilled resources to determine the ML/DL models
- Integrate and design solutions around online ML services
We have experience in using and optimizing some of the most high performance neural network frameworks and engines like:
Both Machine learning and deep learning techniques can solve a large range of problems across multiple industries. At Folio3, we cater to the following platforms and Services including:
- IBM Watson
- Amazon AWS
- Microsoft Azure
Conversations That Matter by Folio3
With the development of web application Conversations That Matter (CTM), Folio3 has established a strong footprint in the use and application of Machine Learning, Artificial Intelligence and Natural Language Processing.
CTM enables organizations and individuals to work smarter, faster and with greater accuracy. The application can be used to analyze dialogue or speech from team meetings, interviews, conferences and seminars and even lectures into text.
Conversations that Matter
Web application to make your conversations smarter, intelligent and more productive with the use of Machine Learning, Artificial Intelligence and NLP technological concepts.Read Case Study --
Standard Chartered Bank
A suite of innovative productivity apps to make employees happier.Read Case Study --
Secure, wireless alert management system used by Fortune 500 companies, governmentsâ€™ healthcare providers and emergency services.Read Case Study --
Bitzer (Acquired by Oracle)
A secure, multi-platform (Blackberry, iOS, Android) native mobile app for accessing enterprise data.Read Case Study --
An award winning, Sencha based cross platform app for the Public Authority for Consumer Protection.Read Case Study --
Beef Program App
A Sencha-based solution for the quality management of animal feed yards in the bovine industry. The app facilitates the management of the feed yard’s day to day quality assurance activities, SOPs & maintenance.Read Case Study --
Pig Program App
A Sencha-based quality management solution for pig farms that facilitates the monitoring and management of healthy pigs along with providing reporting features for the animals’ veterinary diagnosis and drug administration.Read Case Study --
Developed two cutting-edge Android apps for easy management of the mPower 1000 – Robotic arm.Read Case Study --
First Republic Bank
Two custom mobile apps to facilitate employees to help serve customers better.Read Case Study --
Customer Support App
A one on one customer support app for the iPhone that connects consumers to businesses and enables consumers to provide their feedback and report issues/complaints directly to businesses via unstructured, instant messages and get follow-ups in the same manner.Read Case Study --
Upgraded the application of the client on server and architectural design to ensure enhanced information security and compliance.Read Case Study --
Cloud Storage platform offering Disaster Recovery As a Service (DRAAS) functionality.Read Case Study --
Complete system redesign, new features development and performance optimization for the interactive web conferencing platform.Read Case Study --
Automated mobile solution for agri-business companies that includes apps for produce traceability compliance, food safety and agricultural data collection and management.Read Case Study --
HipLink (Fakuda Denshi)
Development and deployment of Patient Monitoring Integration Systems for hospital patients to provide high quality healthcare solutions.Read Case Study --
Twinstrata has partnered with Folio3 for several years since the very early days of our company. We have been able to offload a significant portion of our development effort to their team. They have been reliable and responsive to our needs.
Director, Product Development, TwinStrata
The Folio3 team has consistently exceeded our expectations. It felt as if we were working with an onshore team. It was their ability to understand our needs and keep us engaged throughout the entire process that has resulted in an exceptional product and a valued partner
Product Manager, TRUETRAC
They have helped us manage and execute the bulk of the engineering work necessary for integrating with our partners in the Airline, Car and Hotel verticals.
Founder & CTO, Sidestep
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.
Software Engineer, Barnes & Noble
Folio3 nails it again and again. Their development & QA work is absolutely flawless, couldn't have asked for a better technology partner.
Back Office Manager, Maestro Conference
Having reliable, high quality product development, QA and marketing support resources gives us more bang for the buck and enables much shorter development timeframes than a US only operation.
CEO, HipLink Software
The Folio3 team did an amazing job. They really look out for the customer and try and do the best for them. Very impressed with the final product they delivered. I really enjoyed working with their team and would highly recommend them.
Progressive Beef Program Manager at Zoetis
We were extraordinarily pleased with the functionality and depth of understanding that Folio3's solution exhibited after a relatively brief but incisive, project kickoff meeting. Folio3 "gets it" from the start, relieving us from tedious development discussions drawn out over a long period of time.
VP Logistics, Sundia Corporation
Folio3 has developed our award winning cross platform app on the Sencha Touch framework and we are very happy with the implementation and the capabilities of the product.