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,...
It's a mobile application developed for coffee shops having a presence in different places in the USA. The objective of the app is to automate the ordering process. So that users can order Coffee and other items by using the application and reducing their order waiting time. Admin will be adding its items like coffee or tea over Square pos [...]
Cloud-based, pharmacy inventory reporting and analytics solution, which gives independent owners a competitive advantage by reducing operating costs, increase profitability, and improving care. It provides real-time, detailed visibility into key inventory control and supply chain management. Tracks total on-hand quantities and implements demand-based inventory controls. The objective is to keep track and manage the forecasting of undersupply and oversupply of [...]
Toyness is a multilingual go to online kids store with massive collection of kid’s toys sorted under different categories.The app facilitates seamless buying experience through one-step checkout process, multi-payment options, order tracking and and easy refund/return management. The app also has an integrated web-based system for admin to manage product categories, inventory and order management, shipment handling, and setting multiple [...]
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 [...]
It is an on-demand courier delivery app that enables ultra-fast shipping of documents, parcel and other items within the city. App allows customers to get quote for courier delivery and drivers deliver the orders at the destination. App has a complete quote generation module where customers are required to enter the details of the parcel they want to deliver (size, [...]
Healthcare Insurance screening platform for both insurance provider and healthcare provider to screen members registered with insurance provider and do health screening. - Insurance provider will provider members data in flat file format that need to be imported in database so that provided members screening can be scheduled with MA (Medical Assistant) and NP (Nurse Practitioner). - After screening coder [...]
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