BigAI Technologies

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Features

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Deep Learning

AI is revolutionizing the way we live and work. At the heart of AI is Deep Learning. Our platform uses extensive deep learning architectures such as convolution neural networks, attention networks, GANs, DBNs RNNs etc. to solve problems in computer vision, speech recognition, natural language processing, audio recognition, social network filtering, machine translation, bioinformatics, medical image analysis, operational research, chatbots and more.

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Data Mining

Data Mining is the process of discovering patterns in large data sets involving methods at the intersection of machine learning, statistics, and database systems. Our tools extract information (with intelligent methods) from a data set and transform the information into a comprehensible structure. Our tools help data pre-processing, model and inference considerations, interestingness metrics, complexity considerations, post-processing of discovered structures, visualization and online updating.

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Data Pipelines

A data pipeline architecture is a system that captures, organizes, and routes data so that it can be used to gain insights. Raw data contains too many data points that may not be relevant. Data pipeline architecture organizes data events to make reporting, analysis, and using data easier. A customized combination of software technologies and protocols automate the management, visualization, transformation and movement of data from multiple resources according to business goals.

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Distributed Computing

Build on top of open source frameworks such as Hadoop, Spark, Kafka etc. for distributed storage and processing of large, multi-source data sets. Our propriety technologies enable agile application deployment, machine learning and deep learning workloads, real-time data warehousing and security and governance. It is a key component of a modern data architecture for data at rest.

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Micro Services

Microservices – also known as the microservice architecture – is an architectural style that structures an application as a collection of loosely coupled services, which implement business capabilities. The microservice architecture enables the continuous delivery/deployment of large, complex applications. It also enables an organization to evolve its technology stack.

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NLP/NLU

Our proprietary NLP/NLU tecchnlogies are class-leading computer vision AI platform powers your business with the goal of maximizing your profits or understanding user activity.

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FPGA Microservices

At the core of Deep Learning lies the “Multiply and Accumulate” operation, we expertise in implementing complex operations like convolution or pooling to maximize the efficiency.

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Computer Vision

Our proprietary computer vision API’s are class-leading computer vision AI platform powers your business with the goal of maximizing your profits or understanding user activity.

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