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Best practices for ML product decisions (ML Tech Talks)

In this Machine Learning Tech Talks session, Senior UX Designer Di Dang unpacks best practices for ML product decisions using the People + AI Guidebook. Learn how UX considerations can impact your AI/ML-based product as much as the technical feasibility itself. Chapters: 0:00 – Introduction 6:08 – User needs & defining success 13:31 – Mental […]
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Try Going Over It Again | Learning Intelligence 3

Part 3 of my Learning Intelligence series! Previously, I’d had some trouble understanding some of the concepts in the Udacity AI Nanodegree. Rather than move forward, I decided to go over the material I had already gone over again. I don’t usually do this but I think I’ve found a new study method for myself. […]
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00:47

Face Transfer with Multilinear Models

This research extracts a 3D model of a person’s face from a video. The person’s facial expressions and mouth movements can then be transferred to the 3D face model of another person. In this video, the two input videos are shown in the top corners. The facial movements of the person on the left are […]
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A Modular Soft Robotic Gripper

For more info: http://www.csail.mit.edu/baxter_soft_robotic_gripper From the paper “Haptic Identification of Objects Using a Soft Robotic Gripper,” published in the proceedings of IROS 2015. This work was done in the Distributed Robotics Laboratory at MIT with support from The Boeing Company and the National Science Foundation, grant numbers NSF IIS1226883, and NSF CCF1138967. We are grateful […]
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MY FIRST STARTUP WEEKEND | 100 Days of Code 6

This video includes days 22-25 of the 100 Days of Code series. I attended by first startup weekend! Though I did find out, what I attended was more of an educational weekend rather than a proper startup weekend. None the less, I learned a phenomenal amount and met some amazing people. Relevant Links: River City […]
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01:07

Atlas Robot Arm and Leg Demos

Team MIT’s Atlas robot demos its arm and leg movements. For more info visit http://drc.mit.edu/ YouTube Source for this AI Video
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Twitter sentiment analysis by Benson Ruan – Made with TensorFlow.js

In our 6th episode of Made with TensorFlow.js we head to Australia to join Benson Ruan, who has used Natural Language Processing to understand the sentiment of tweets and is able to visualize the results. Now we can monitor in real time user sentiment as people react to any given topic. Hosted by Jason Mayes, […]
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03:45

IMARA: a CSAIL outreach project

IMARA is an effort that has begun at the Massachusetts Institute of Technology’s Computer Science and Artificial Intelligence Laboratory (CSAIL) to find viable ways of providing equal access to people in underserved populations. The overall goal of IMARA is to find and implement long-term, sustainable techniques for making educational technology and resources available to domestic […]
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Upper Body Calisthenics Workout in the Park

Upper Body Calisthenics Workout in the Park Dave and I have been working out outdoors lately instead at the gym. Our typical ring workouts aren’t usually planned, we often just play around flipping our bodies and seeing what kind of exercises we can make up. Apologies for the extreme wind. The routine we did on […]
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CreaTech: Artists spotlight: Nile Rodgers & Jack Savoretti

CreaTech: Artists spotlight: Nile Rodgers & Jack Savoretti Nile Rodgers is the co-founder of CHIC and the Chairman of the Songwriters Hall of Fame. His productions for artists like David Bowie, Diana Ross, and Madonna have sold over 500 million albums and 75 million singles worldwide. Jack Savoretti is an English acoustic singer, songwriter, and […]
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Lecture 08 – Bias-Variance Tradeoff

Bias-Variance Tradeoff – Breaking down the learning performance into competing quantities. The learning curves. Lecture 8 of 18 of Caltech’s Machine Learning Course – CS 156 by Professor Yaser Abu-Mostafa. View course materials in iTunes U Course App – https://itunes.apple.com/us/course/machine-learning/id515364596 and on the course website – http://work.caltech.edu/telecourse.html Produced in association with Caltech Academic Media Technologies […]
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WHAT I'VE LEARNED FROM TALKING TO PEOPLE

VIDEO UPDATE: I realised my head was cut off from the frame after recording the video, I will ensure this doesn’t happen in the future. In high school, I was … Source of this AI Video
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Probabilistic ML – Lecture 5 – Markov Chain Monte Carlo

This is the fifth lecture in the Probabilistic ML class of Prof. Dr. Philipp Hennig in the Summer Term 2020 at the University of Tübingen. Time-stamped slides available at https://uni-tuebingen.de/en/180804. Contents: * Markov Chain Monte Carlo Methods: * Metropolis-Hastings * Gibbs-Sampling * Hamiltonian Monte Carlo Erratum: The “brothers” Rosenbluth were actually a married couple! Apologies. […]
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Scaling Deep Learning on Kubernetes at OpenAI with Christopher Berner – TWiML Talk #199

In this episode of our AI Platforms series we’re joined by OpenAI’s Head of Infrastructure, Christopher Berner. Chris has played a key role in overhauling OpenAI’s deep learning infrastructure of the course of his two years with the company. In our conversation, we discuss the evolution of OpenAI’s deep learning platform, the core principles which […]
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Converting from PyTorch to PyTorch Lightning

In this video, William Falcon refactors a PyTorch VAE into PyTorch Lightning. As it’s obvious in the video, this was an honest attempt at refactoring a new repository without having prior knowledge of it. Despite this, the full conversion took under 45 minutes. https://github.com/PyTorchLightning/pytorch-lightning This video is meant to show all the details and issues […]
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2020, Installing TensorFlow 2.0, Keras, & Python 3.7 in Windows 10

There is an update of this video for later TensorFlow 2.x, as well as GPU. https://www.youtube.com/watch?v=PnK1jO2kXOQ ** Follow Me on Social Media! GitHub: https://github.com/jeffheaton Twitter: https://twitter.com/jeffheaton Instagram: https://www.instagram.com/jeffheatondotcom/ Discord: https://discord.gg/3bjthYv Patreon: https://www.patreon.com/jeffheaton ** Video Contents Step 1: Download MiniConda [2:19] Step 2: Install MiniConda [3:03] Step 3: Download Environment Setup Script 3:52 About Environment Setup […]