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What is Database Management System (DBMS)?

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A Database Management System (DBMS) is a computer software application that enables users to create, manage, and query databases. In addition, it can be used to store data for various purposes, such as tracking customer information or managing inventory. Many different DBMS applications are available today, each with its unique features and capabilities. Therefore, when deciding which database is suitable for your needs, it's essential to understand what these systems do. This blog post will provide an overview of DBMS and highlight some of the key features to look for when choosing one.


Google Cloud Platform for Machine Learning Essential Training Online Class

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Machine learning can make your applications faster and more intelligent. You can analyze customer data such as voice and text input, images, and video, and take action without human intervention. Google Cloud Platform (GCP) offers a competitive set of machine learning services for nearly every type of architecture, including serverless computing, containers, and virtual machines. Learn how to design your own machine learning solutions using GCP, in this introductory course with instructor Lynn Langit. Lynn shows how to identify your requirements and map them to services such as the GCP machine learning APIs--Cloud Vision, Cloud Speech-to-Text, Cloud Video Intelligence, and more--and GCP AutoML, which puts the same APIs behind an easy-to-use interface.


Artificial Intelligence Logo: Is It Really Possible?

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After browsing through the website for a few minutes, I was impressed by the logo ideas page, where they showcased real logos made by previous users. In addition, you can also find and click on an existing logo design, click the edit button, and customize the logo design to make it your own.


AI created this person -- He does not exist

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You have probably herd of deepfakes, an AI used to fabricate videos or audios by putting the voice or faces of someone else in order to create a fabricated event. But, did you know AI is also capable of creating very realistic pictures of people that do not exist in real life. It's a very powerful technology that has been around for a while but may be unfamiliar to some. The main website where you can find these individuals, should I say creations, is at thispersondoesnotexist.com, where thousands upon thousands of fake individuals of different ethnicities and characteristics can be created. None of the people you see above are real, but it's hard to tell.


Deep Learning Applications for Computer Vision

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Deep learning has been a game changer in the field of computer vision. It's widely used to teach computers to "see" and analyze the environment similarly to the way humans do. Its applications include self-driven cars, robotics, data analysis, and much more. In this blog post, we will explain in detail the applications of deep learning for computer vision. But before doing that, let's understand what computer vision and deep learning are. Computer vision (CV) is a field of artificial intelligence that enables computers to extract information from images, videos, and other visual sources. As a scientific discipline, computer vision is concerned with the theory behind artificial systems that extract information from images.


AI accelerates AML processes across financial services

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Financial regulators across Europe continue to levy steep enforcement fines against banks for failures to comply with know-your-customer (KYC) and anti-money laundering (AML) regulations. At the end of 2021, the Financial Conduct Authority (FCA) fined two of the UK's largest banks, HSBC and NatWest, a total of £328.95 million ($436.1 million) for failings in their money laundering processes. Meanwhile, members of the European Parliament are calling for cryptocurrencies to be governed by the European Commission's Anti-Money Laundering Authority, as illicit organisations continue to find new methods for laundering money through the financial system. Money laundering is a process that criminals use to hide the illegal source of their funds. By passing money through multiple, sometimes complex, transfers and transactions, the money is "cleaned" of its illegitimate origin and made to appear as legitimate business profits.


Can Artificial Intelligence Systems like DALL-E or Midjourney Perform Creative Tasks?

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The recent influx and growth of machine learning and artificial intelligence rises questions about the way in which creative processes evolve.


Radial Basis Function Networks (RBFNs)

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In this article, we will talk about one of the algorithms that belong to the deep learning algorithms, RBFNs, as they are a special type of feeder neural network that use radial basis functions as activation functions. It has an input layer, a hidden layer, and an output layer and is mostly used for classification, regression, and time-series prediction. Radial basis function (RBF) networks are a common type of use in artificial neural networks for function approximation problems. Radial-based function networks are distinguished from other neural networks due to their global approximation and fast learning speed. The main advantage of the RBF network is that it has only one hidden layer and uses the radial basis function as the activation function.


Build Animatable 3D Models with AI

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If you are in VFX, game development, or creating 3D scenes, this new AI model is for you. I wouldn't be surprised to see this model or similar approaches in your creation pipeline very shortly, allowing you to spend much less time, money, and effort on making 3D models. Of course, it's not perfect, but that was done instantly with a casual video taken from a phone. It didn't need an expensive multi-camera setup or complex depth sensors. One of the beauties behind AI: making complex and costly technologies available for startups or single individuals to create projects with professional quality results.


Carbon Footprint Management with Data-Driven AI and IoT

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We have been chosen as winners at Climate Hackathon 2022 competition organized by Microsoft. The aim of this competition was to find new solutions to prevent climate change by utilizing new technologies. We entered the competition with a solution that we had already started designing and working on, but this hackathon gave us some needed urgency to finalize it. Going forward, we are ready to continue turning the proposed solution into a marketable product, that can help other companies improve their environmental sustainability. The competition had three distinct challenges, from which teams could choose one to solve.