Utilizing statistical algorithms, machine learning methods, and historical data, predictive analytics determines the probability of future events. It is a valuable tool in machine learning that aids in predicting risks, consumer behavior, and business trends. The process usually involves gathering data, preparing it, selecting a model (such as a neural network, regression, or decision tree), training the model, validating it, and deploying it. Predictive analytics commonly uses systems like IBM SPSS, Microsoft Azure, Google Cloud's AI Platform, and programming languages like Python with libraries such as scikit-learn, R, and SAS. These techniques enable predictive modeling and effective data processing.
A wide range of industries, especially the healthcare sector, benefit from predictive analytics as it enhances decision-making and outcomes. It helps optimize treatment plans, predict patient outcomes, and reduce hospital readmissions. Predictive models enable early interventions for individuals at risk of chronic diseases. The financial sector benefits from fraud detection and risk management; the retail sector gains from demand forecasting and personalized marketing; the manufacturing sector benefits from predictive maintenance; and the logistics sector optimizes supply chains. By forecasting demands and trends, predictive analytics improves customer satisfaction, reduces costs, and increases efficiency in all these industries.
At smartData, we have developed machine learning models in healthcare (predicting the probability of a person having heart disease), the real estate industry (predicting house prices in Boston based on provided specifications), churn prediction in the telecom industry, and customer buying behavior.
Our expertise in machine learning spans predictive analysis using text, images, and computer vision. We use open-source tools like Python and its libraries to generate high-accuracy models for prediction.
It is a sports tipping application that allows users to create and join competitions and makes tips in matches. A competition consists of multiple rounds where the user will tip using add- ons like bonuses and each competition will have a leaderboard called a ladder which will change after each round based on the user score.
It revolutionizes the standard tipping competition by acknowledging the difference between the underdog and the favorite. It utilizes current market trends, to value each team specifically for each game of the round.
It is a mobile charge capture and communication platform that streamlines capturing and reporting off-site charges, inter-practice medicine communication and continuity of care. The platform offers multiple suite of services like telehealth, remote physiological monitoring & chronic care management under one platform.
Providers can send HIPAA compliant links which can be directly opened by the users to schedule a video call visit, removing the need for a mobile app. Additionally, the platform allows billers to capture the charges. It also provides secure messaging services to allow communication among providers and with patients.
The objective is to provide an app that delivers key wellbeing and health risk features to its members. Under a subscription based membership model the application provides employee benefit packages for health risk assessment, online GP support, nursing care, advocacy and advice, and insurance plans in UK.
Employee engagement focuses on health and fitness. HRA contains seven main steps which assess the personal, medical information, family history of diseases, lifestyle habits, biometrics measurements and readings, food habits and stress level of a user. This information is collected from the user by the means of the questionnaire asked them on seven different forms.
Prospect wants to develop a robust, scalable, and user-centric platform that serves as a comprehensive toolkit for entrepreneurs.
BizStrata platform is an innovative platform to craft collaborative business planning experience. The system that will allow users to create and build upon their business plan, create business pitch-decks, and answer a wide variety of business questions as an individual or in teams. In addition, the platform will allow many users to compare and compete among their plans and business, create pitch-decks and host competitions.
It is a kind of Q/A platform which supports questions/prompts with multi-user responses which incorporates seamless integration of ChatGPT to enhance user experience and provide AI-powered responses.
The system will provide prompts to engage the users and ask high-level questions, when answered, will provide further detail to the business plan or an overall better presentation.
The app aims to help individuals with sleep issues like difficulty falling asleep, waking up too early, or trouble resuming sleep by analyzing sleep sounds through the device’s microphone. It will leverage AI to classify sleep sounds, detect snoring, and assess sleep apnea risk, providing personalized insights and recommendations. Using AI-driven analysis, the app will offer real-time reports and track sleep patterns, all while functioning offline. Additional features include meditation videos, sleep tracking, and relaxation tools to improve sleep hygiene.
This cutting-edge HIPAA-based healthcare system enhances patient care and empowers patients with intuitive tools to effortlessly manage their health records and appointments, providing a personalized and accessible healthcare experience. For healthcare providers, the system offers sophisticated profile management and streamlined patient oversight, optimizing operational efficiency, and leading to transforming workflow dynamics of the healthcare providers.
We boast nearly 1,000 highly skilled developers strategically positioned across three offshore locations, enabling us to deliver world-class software solutions.
With a proven track record of delivering over 10,000 diverse software applications worldwide, we have honed our expertise to perfection.
smartData Enterprises boasts a robust global footprint, with a strong foothold in key regions such as the US, Australia, Europe, and Japan.
smartData’s CMMI Level 3 and ISO 9001:2015 certifications showcase our commitment to quality and consistency, with a focus on client success. As we aim for CMMI Level 4, we’re driving greater efficiency and innovation.