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Artificial Intelligence Videos (11 results)

Artificial intelligence (AI) is a branch of computer science that enables computers and robots to perform tasks requiring intelligence. The tasks can be as simple as programming a computer to play an easy game like tic-tac-toe or as challenging as having a computer diagnose and treat a sick patient. Sometimes artificial intelligence is used to get machines to do things that humans already do well, like using spoken language to communicate. Other times AI is used to do tasks that are hard for humans, like predicting how new proteins might fold up into 3D structures and how those structures interact with other nearby proteins.

artificial intelligence fields

Machine learning is a subfield of AI where a machine "learns" how to do something without the programming telling it exactly how to deal with every step. In machine learning, a computer is given data from which it builds a model, and that model can repeatedly be trained, tested, and have more data added until it performs well. Companies are using machine learning to build robots that walk, self-driving cars, computers that can compose music, and many other types of technology.

You can try your hand at AI and machine learning with these exciting projects and experiments.

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💡Enroll to gain access to the full course: https://deeplizard.com/course/rlcpailzrd Welcome back to this series on reinforcement learning! In this video, we'll be introducing the idea of Q-learning with value iteration, which is a reinforcement learning technique used for learning the optimal policy in a Markov Decision Process. We'll illustrate how this technique works by introducing a game where a reinforcement learning agent tries to maximize points, and through this, we'll also learn…
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This video shows you how to train a K-Nearest Neighbors (KNN) model to classify breast cancer tumors as malignant or benign using machine learning and libraries on Google Colab. Written instructions and example code are available on the Science Buddies website: https://www.sciencebuddies.org/science-fair-projects/project_ideas/ArtificialIntelligence_p010/artificial-intelligence/KNN-breast-cancer A conceptual overview of the KNN algorithm:…
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This video explains the fundamentals behind the K-Means Unsupervised Learning Algorithm and how it can be a valuable tool in analyzing and clustering large datasets to unveil patterns and insights. Machine learning science projects: https://youtube.com/playlist?list=PLlBVuTSjOrcmaQbOVLYR9b5ONqAiZ3LQa&si=pjsYBWYt4_7TRTnx Check out our explanation of the K-Nearest Neighbors (KNN) algorithm here: https://youtu.be/zeFt_JCA3b4 Science Buddies also hosts a library of instructions for over 1,500…
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This video shows you how to create an efficient maze-solving artificial intelligence (AI) using machine learning tools and libraries on Google Colab. Written instructions and example code are available on the Science Buddies website: https://www.sciencebuddies.org/science-fair-projects/project-ideas/ArtificialIntelligence_p008/artificial-intelligence/machine-learning-maze Science Buddies also hosts a library of instructions for over 1,500 other hands-on science projects, lesson plans, and fun…
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Train a machine learning model to identify different road signs in this fun STEM activity! No computer programming is required - you will use a free online tool called Teachable Machine by Google. Written instructions are available on the Science Buddies website: https://www.sciencebuddies.org/stem-activities/machine-learning-road-signs Science Buddies also hosts a library of instructions for over 1,500 other hands-on science projects, lesson plans, and fun activities for K-12 parents,…
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As researchers and engineers, our goal is to make machine learning technology work for everyone.
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This video explains the fundamentals behind the K-Nearest Neighbors (KNN) algorithm and how it can be a valuable tool in data classification and pattern recognition. Written instructions and example code for Science Buddies KNN…
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This video shows you how to create a K-Means model to categorize songs into a set number of categories using machine learning and libraries on Google Colab. Written instructions and example code are available on the Science Buddies website: https://www.sciencebuddies.org/science-fair-projects/project-ideas/ArtificialIntelligence_p012/artificial-intelligence/K-Means-Spotify K-Means overview video: coming soon! Science Buddies also hosts a library of instructions for over 1,500 other hands-on…
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Beginner-friendly explanation with example math for a simple type of neural network called a perceptron, which has a single binary output. The example uses just a single neuron and three binary inputs. If you've watched other videos but still don't understand the basic building block of a neural network, maybe this will help! Check out written instructions on our website to learn how to do this yourself for a science project:…
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Today we’re going to teach John Green Bot how to tell the difference between donuts and bagels using supervised learning! Supervised learning is the process of learning WITH training labels, and is the most widely used kind of learning with it comes to AI - helping with stuff like tagging photos on Facebook and filtering spam from your email. We’re going to start small today and show how just a single neuron (or perceptron) is constructed, and explain the differences between precision and…
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Free science fair projects.