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A Must-Have Tool for Every Data Scientist

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Let's face it; training a machine learning model is time-consuming. Even with the advancement in computing prowess over the past few years, training machine learning models takes a lot of time. Even the most trivial models have more than a million parameters. On a bigger scale, these models have over a billion parameters(GPT-3 has over 175 billion parameters!), and training these models takes days, if not weeks. As a Data Scientist, we would want to keep an eye on the model's metrics to know if the model performs as per expectations.


TOP 10 OPENCV PROJECTS in 2020

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In this video we will look at the top 10 projects for opencv in 2020. OpenCV (Open Source Computer Vision Library) is an open source computer vision and machine learning software library. OpenCV was built to provide a common infrastructure for computer vision applications and to accelerate the use of machine perception in the commercial products. In this video we will look at the top 10 projects for opencv in 2020. OpenCV (Open Source Computer Vision Library) is an open source computer vision and machine learning software library.


[P] Sidewalk-following "SDC" with AOgmaNeo clips

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This is using a biological-type AI system I developed at Ogma called AOgmaNeo (Arduino-compatible OgmaNeo). It is the latest implementation of SPH (Sparse Predictive Hierarchies) I have done. This isn't the final video, so I posted it on my personal channel. Hopefully a more produced one will be made soon! While it can also run on Arduino (some demos for that soon hopefully), this video is using a Pi 4, which does both training and inference in real-time (60fps) as the robot drives.


Linear Regression and Logistic Regression using R Studio

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In this section we will learn - What does Machine Learning mean. What are the meanings or different terms associated with machine learning? You will see some examples so that you understand what machine learning actually is. It also contains steps involved in building a machine learning model, not just linear models, any machine learning model.


Hey Google … What Movie Should I Watch Today? How AI Can Affect Our Decisions

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Have you ever used Google Assistant, Apple's Siri, or Amazon Alexa to make decisions for you? Perhaps you asked it what new movies have good reviews, or to recommend a cool restaurant in your neighborhood. Artificial intelligence and virtual assistants are constantly being refined, and may soon be making appointments for you, offering medical advice, or trying to sell you a bottle of wine. Although AI technology has miles to go to develop social skills on par with ours, some AI has shown impressive language understanding and can complete relatively complex interactive tasks. In several 2018 demonstrations, Google's AI made haircut and restaurant reservations without receptionists realizing they were talking with a non-human.


NPS' Data Science, AI Certificate Programs Support DOD Workforce Development

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On Sept. 9, during the DOD's semi-annual Artificial Intelligence Symposium and Exposition, Secretary of Defense Mark Esper affirmed that the Joint Artificial Intelligence Center (JAIC) in partnership with the Naval Postgraduate School (NPS) and Defense Acquisition University will collaboratively develop an intensive six-week pilot course delivered to more than 80 defense acquisition professionals of all ranks and grades. "These trainees will learn how to apply AI and data science skills to our operations," Esper said in his remarks. "With the support of Congress, the Department plans to request additional funding for the services to grow this effort over time and deliver an AI-ready workforce to the American people." Just as the university's highly-regarded Harnessing Artificial Intelligence video course paved the way for its support of the pilot course, NPS is well positioned to support Esper's declaration for further workforce development through its existing Data Science Certificate, and an upcoming similar certificate program in Artificial Intelligence. In the ongoing effort to expand the Navy's knowledge and expertise in the fields of data science and artificial intelligence, NPS faculty have developed courses that enable students to quickly gain insights in these critical disciplines.


Microsoft wants to make sure we don't fall victim to murderous AI

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Anyone worried about the threat of a Skynet-esque rise of the machines may be able to rest a little easier after the release of new protective measures designed to avoid a potential AI uprising. The nonprofit MITRE Corporation has teamed up with 12 top technology companies, including the likes of Microsoft, IBM and Nvidia to launch the Adversarial ML Threat Matrix. The group says the system is an open framework created to help security analysts spot, alert, respond to and address threats targeting machine learning (ML) systems. Microsoft says the release was motivated by a continuing growth in the number of attacks against commercial ML sytems around the world. The company surveyed a selection of 28 major businesses, finding that almost all are still unaware of the threat that adversarial machine learning can pose, with twenty-five out of the 28 saying that they don't have the right tools in place to secure their ML systems.


Unreal Engine C++ Developer: Learn C++ and Make Video Games

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Unreal Engine C Developer: Learn C and Make Video Games, Created in collaboration with Epic Games. BESTSELLER, 4.6 (37,412 ratings), Created by Ben Tristem, GameDev.tv by Ben Tristem, Michael Bridges, English [Auto-generated], Italian [Auto-generated], 3 more How to use the Unreal Engine 4 Editor. Object Oriented Programming and how to put it into practice. Sound effects and audio to add depth to your games. Unreal's Terrain Editor to create epic landscapes.


Recurrent All-Pairs Field Transforms for Optical Flow

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I'm a recently graduated engineer with a degree in artificial intelligence. As a computer scientist, I am motivated largely by my curiosity of the world around us and seeking solutions to its problems. I am also counting on you to send me comments that will help me improve the quality of the articles and improve myself. I invite you to follow me on instagram @frenchaiguy and on GitHub. The optical flow is the apparent movement of objects in a scene, concretely we want to know if a car is moving, in which direction or how fast it is moving.


Photoshop's AI neural filters can tweak age and expression with a few clicks - DIY Photography

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Artificial intelligence is quickly becoming an integral part of photo editing software, and Adobe seems to be following the trends. The latest version of Photoshop has been released for desktop and iPad, and it contains an AI-powered feature that lets you tweak your subject's age, gaze, and facial expression in just a few clicks. But there are a few more new AI-based improvements, so let's jump in and see what's new in Photoshop. We have already covered the Sky Replacement feature powered by Adobe Sensei. It separates the sky from the foreground and lets you change the sky in a few clicks, while also tweaking the lighting in the photo so that it matches the new sky.