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,...
To promote better health for seniors by providing long-term and post-acute care facilities, an innovative electronic medical record software, thereby improving quality, efficiency, and effectiveness of care. It collects information about patient demographics, presenting complaints, assessments, referrals, and assists in monitoring trends in patient conditions. It also monitors patient compliance and provides access to primary care and care coordination among [...]
The main objective of this application is to make the patient referral process simple for both provider and patient. It let the provider refer a patient within few clicks and both patient and referred doctor get notified about the referral details along with patient contact infomation for further processing with a secure channel. Platform provides a comprehensive solution to support [...]
A SaaS-based platform with tools and features to create sales proposals online. There are collaborative features so that multiple sales team members can work on different sections of the proposal at the same time. Proposal can be shared with client/prospect with a link to review as well as chat in real-time with the sales team. Finally, the client will have [...]
A visually captivating and interactive telepsychiatry platform for connecting clients with the right counselor using a reliable, secure, and easy-to-use virtual mental healthcare platform. A patient can communicate and consult with the therapists via video conferencing and chat messages. The platform is based on our in-house telehealth components to overcome distance barriers and improve access to mental health services. It [...]
A real estate portal that allows homeowners and real estate agents to market their properties to a large audience. Targeted to the Israel market the application supports Hebrew and English language. This platform allows homeowners and local estate agents to directly link with interested buyers through the web interface. Homeowners can create a property listing and submit it to the network. Agents have a complete CRM interface [...]
Platform where fans can book personalized video shootouts from their favorite celebrities, athletes, or influencers.
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