Machine learning is a subset of artificial intelligence, is a science of getting computers to act without being explicitly programmed. The global machine learning market is expected to grow from $7.3 billion in 2020 to $30.68 billion in 2024, which is CAGR of 43%.
It is based on the idea that machines can learn from the past information, identify patterns and make decisions using algorithms. There are three types of machine learning algorithms that are supervised learning, un-supervised learning and reinforcement learning.
We at smartData have professionals equipped with supervised learning capabilities to work with classification and regression problems. This includes speech recognition, drugs classification, biometric identification, image classification, face detection, sentiment analysis, classifying articles, medical data classifications, real-time predictions, etc. We are proficient in tools and libraries like TensorFlow, PyTorch, scikit-learn, regression models, classifier models, SVC, SVM, YOLO, Keras, etc.
Connect with us to know more about how we can transform your business through machine learning!
Federated learning is a machine learning technique that involves training an algorithm using numerous decentralized edge devices or servers that contain local data samples but do not share them. This strategy contrasts with traditional centralized machine learning methods, which necessitate the transfer of all local datasets to a single server. It can be employed in a variety of industries, including...
Today, there is a huge amount of data in the digital world and to get the main points out of that, manually is next to an impossible task. So, there is a need to develop a machine learning algorithm that can shorten longer texts and deliver summaries that can fluently pass the intended messages. There are numerous ML-based models for...
Every organization strives to produce the best results, which are backed by technological updates in their business processes. Today’s technical environment is evolving at a faster speed than expected. No one can believe that we are still at a narrow stage of AI, whereas, General AI which will perform like humans, and Super AI which will be intelligent than humans,...
Marketing automation platform for multiple businesses (restaurants/dentist/ retail & hotels) to create marketing campaigns (email & text) and providing an option to track open rate and response rate to determine the success of the campaign. This also provides features for automating scheduled posts to different social media platforms like FB/ twitter etc. In addition to the same, this helps businesses [...]
Improve the 'matching' process - when a patient searches for a study of interest, we want a process of connecting them to the principal investigator, and capturing the process, so that CM and follow up with the principal investigator for billing purposes.
This is an online platform to support a mentorship program between high school students and college graduates. Students can use the website to sign up as a mentor or mentee, create their own profiles, view other mentor profiles, and communicate with each other. User Profiles: 1. Mentor 2. Mentess 3. Admin
The platform allows tennis players to find/connect with other companion players to play against them at a mutually selected location. The overall purpose is to improve well-being through social and sport interactions. Matching of the player happens on the basis of criteria like Single/double/both, type of ranking, location etc.
Performance management system developed for academies, schools, universities that are providing professional services in the sports sector. Major role of this application is to minimize administrative & data analytics efforts and focus on the growth of athlete/player or overall team. This allows an individual or team to take better professional and career decisions pathways and strengthen weak areas through an [...]
It is a cloud-based practice management system that provides comprehensive and scalable, easily dealing with as many additional clinicians as one would like along the way, yet at the same time, it is simple and intuitive. Primary care and other physicians can manage all aspects of their practice: patient scheduling, healthcare financial management, inpatient and outpatient collections, fee for service revenue cycle, [...]
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