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Edge AI (Fly Artificial Intelligence) or Edge Intelligence (Edge Intelligence - EI) refers to the practice of running artificial intelligence (AI) computations and algorithms on devices at the network’s edge—such as end-user devices—rather than in centralized cloud data data centers. This approach aims to integrate AI capabilities into mobile devices, Internet of Things (IoT) sensors, smart cameras, robots like real world and other edge devices. Fundamentally, it seeks to combine edge computing

DNSFilter is a cybersecurity platform that provides content filtering and threat prevention services at the DNS (Domain Name System) level. It was founded in 2015 by Ken Carnesi and Brian Gillis. Headquartered in the United States, the company focuses on providing secure internet access for businesses of all sizes, government agencies, educational institutions, and service providers. DNSFilter particularly employs artificial intelligence (AI) and machine learning models to perform threat detecti

Google Colab (Colaboratory) is a free, online Jupyter Notebook environment developed by Google Research in 2017 that enables users to run machine learning and deep learning models on CPUs, GPUs, and TPUs. Colab is a platform that allows users to work with Python without requiring local hardware resources. Google Colab was created to facilitate the development of artificial intelligence technologies and increase the use of cloud services, and it is accessible to all users. Users can access this s

Support Vector Machines (SVM) are one of the supervised learning methods and are used for both classification and regression problems. SVM is a powerful algorithm that performs effectively especially on high-dimensional datasets. Its primary objective is to find an optimal hyperplane that separates or classifies the data. Definition Although support vector machines are used in both classification and regression analysis in the literature, they are generally preferred as a machine learning method

Gemini is a artificial intelligence model developed by Google. It can perform a wide range of tasks in natural language processing (NLP), machine learning, audio, text, and video understanding such as. It is the successor to Google’s earlier AI tool Bard and was released in June 2023. Developed with contributions from Google DeepMind, Gemini integrates large language models and place. Technological Foundation of Gemini Gemini is an artificial intelligence system that combines natural language pr

Computer vision detection and vision-based object detection have gained increasing attention in recent years. Numerous algorithm have been developed in this field, and these algorithms are particularly used for tasks such as object classification, object recognition, and movement analysis such as. The Histogram of Oriented Gradients (HOG) algorithm is a widely used and proven feature extraction method in this context. Example of the HOG Algorithm (Source: Batuhan Daz) Foundations of the HOG Algo

Luminance is a legal technology company that develops artificial intelligence-powered systems for contract processing and review. Founded in 2015 by artificial intelligence experts and mathematicians with academic backgrounds from the University of Cambridge, the company is headquartered in Cambridge, United Kingdom, and operates in global hubs such as London, New York, San Francisco, Dallas, Toronto, Madrid, and Singapore. Foundation Luminance was established in September 2015 by a team led by

SambaNova is a technology company operating in the fields of artificial intelligence (AI) and machine learning, headquartered in Palo Alto, California. Founded in 2017 by engineers and researchers from Sun Microsystems/Oracle and Stanford University, the company develops AI platforms designed for large-scale enterprise use, with a focus on generative and agentic AI applications supported by purpose-built hardware and software infrastructures. Founding SambaNova was established in 2017 by Rodrigo

Google Colab (Colaboratory), developed by Google Research in 2017, is a free, online Jupyter Notebook environment that allows users to run machine learning and deep learning models on CPUs, GPUs, and TPUs. Colab is a platform that enables users to work with Python without needing to rely on the hardware of their local computers. Created with the goal of advancing artificial intelligence technologies and promoting the use of cloud services, Google Colab is an accessible tool for all users. Users

Scale AI is a technology company focused on accelerating the development of artificial intelligence (AI) applications by providing a comprehensive platform for generating high-quality datasets, testing and evaluating models, and deploying task-specific AI solutions. Serving both the private and public sectors, Scale AI aims to increase the operational feasibility of AI systems across fields such as defense, automotive, media, and finance. General Information Founded in 2016 and headquartered in