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23:06

SingularityNET: Deep Funding | Governance Voting Experiment

Deep Funding has always been about the community. In the current way of running this program, the community decides which projects are awarded a grant by casting a vote. However, this decision process can be extended to a lot of other topics concerning the governance of Deep Funding itself. In this video, Jan Horlings, VP […]
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40:20

Assessing Data Quality at Shopify with Wendy Foster – #592

Today we’re back with another installment of our Data-Centric AI series, joined by Wendy Foster, a director of engineering & data science at Shopify. In our conversation with Wendy, we explore the differences between data-centric and model-centric approaches and how they manifest at Shopify, including on her team, which is responsible for utilizing merchant and […]
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52:46

Transformers for Tabular Data at Capital One with Bayan Bruss – #591

Today we’re joined by Bayan Bruss, a Sr. director of applied ML research at Capital One. In our conversation with Bayan, we dig into his work in applying various deep learning techniques to tabular data, including taking advancements made in other areas like graph CNNs and other traditional graph mining algorithms and applying them to […]
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33:58

SingularityNET: Ambassador Townhall Meeting #18 | September 13th, 2022

Recording of our last week’s Community Ambassador Townhall Meeting. Notes: https://miro.com/app/board/uXjVO0WVUBA=/ Dework: https://app.dework.xyz/singularitynet-ambas/ GitBook: https://snet-ambassadors.gitbook.io/home/ The next Town Hall meeting will be going live and recorded on September 20th, at 18:00 UTC, on our Discord server. To join upcoming ambassador meetings, please make sure that you’re part of our Discord community! Discord: https://discord.gg/snet Special thanks […]
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44:07

SingularityNET: Ambassador Townhall Meeting #17 | September 6th, 2022

Recording of our last week’s community Ambassador Townhall Meeting. Apologies for the delay in posting this, the September 13th is coming up shortly. Notes: https://miro.com/app/board/uXjVO0WVUBA=/ Dework: https://app.dework.xyz/singularitynet-ambas/ GitBook: https://snet-ambassadors.gitbook.io/home/ slides: https://docs.google.com/presentation/d/17i_tuPnDOhUkHQiXUcT9TRAUreREmlHbMQXNkefoCkg/edit?usp=sharing The next Town Hall meeting will be going live and recorded on September 13th, at 18:00 UTC, on our Discord server. To join upcoming […]
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01:48:46

SingularityNET: Inside SingularityNET | September 2022

This is a recording of the #SingularityNET Ecosystem leaders meeting, which was recorded on September 12th 2022, including updates on project progress, exciting news, and discussions around key initiatives. 0:00 Janet Adams – COO – SingularityNET 5:48 Dr. Matt Iklé – CAIO – SingularityNET 10:38 Dr. Alexey Potapov – OpenCog Hyperon Project Lead 13:25 Haley […]
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SingularityNET: AGI-22 | Joscha Bach – It from no Bit: Basic Cosmology from an AI Perspective

Joscha Bach is a cognitive scientist focused on cognitive architectures, mental representation, emotion, social modeling, and learning. Currently the Principal AI Engineer, Cognitive Computing at Intel Labs, having authored the book “Principles of Synthetic Intelligence”, his focus is how to build machines that can perceive, think and learn. In this video you can watch his […]
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34:07

Live from TWIMLcon! Operationalizing ML at Scale

What should we takeaway from how web giants and autonomous vehicles are redefining scale and impact for ML platforms? Hussein Mehanna, Head of AI/ML at Cruise, a subsidiary of GM, is in a unique position to answer this question. Prior to joining Cruise, Hussein founded the AI Platforms team at Facebook and then went on […]
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03:39

Evolution of Machine Learning as a SWE Discipline – Clips – #520

In this clip, we explore how machine learning has evolved over time. Check out the full interview here: Subscribe: Apple Podcasts: https://tinyurl.com/twimlapplepodcast Spotify: https://tinyurl.com/twimlspotify Google Podcasts: https://podcasts.google.com/?feed=aHR0cHM6Ly90d2ltbGFpLmxpYnN5bi5jb20vcnNz RSS: https://twimlai.libsyn.com/rss Full episodes playlist: Subscribe to our Youtube Channel: https://www.youtube.com/channel/UC7kjWIK1H8tfmFlzZO-wHMw?sub_confirmation=1 Podcast website: https://twimlai.com Sign up for our newsletter: https://twimlai.com/newsletter Check out our blog: https://twimlai.com/blog Follow us on […]
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3
59:40

Towards a Unified Batch and Streaming Platform at Intuit

Creating high-performing, widely applicable ML models does not always require the same data processing approach. Use cases at Intuit derive from two main approaches — batch and streaming. Batch processing is scheduled and deals with data collected in advance. On the other hand, stream processing is continuous and real-time, meaning that the data will go […]
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02:59

Clips – Cross-Device AI Acceleration, Compilation & Execution with Jeff Gehlhaar – #500

Catch the full interview here: https://youtu.be/kPgj8bG1BLc The complete show notes for this episode can be found at twimlai.com/go/500. Subscribe: Apple Podcasts: https://tinyurl.com/twimlapplepodcast Spotify: https://tinyurl.com/twimlspotify Google Podcasts: https://podcasts.google.com/?feed=aHR0cHM6Ly90d2ltbGFpLmxpYnN5bi5jb20vcnNz RSS: https://twimlai.libsyn.com/rss Full episodes playlist: Subscribe to our Youtube Channel: https://www.youtube.com/channel/UC7kjWIK1H8tfmFlzZO-wHMw?sub_confirmation=1 Podcast website: https://twimlai.com Sign up for our newsletter: https://twimlai.com/newsletter Check out our blog: https://twimlai.com/blog Follow us on […]
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03:15

(Clip from) Can Language Models Be Too Big? 🦜with Emily Bender and Margaret Mitchell – #467

Emily M. Bender and Meg Mitchell speak on the never-ending argument around where bias in models actually comes from. Full episode here: https://youtu.be/VDSw7np2ovM Subscribe: Apple Podcasts: https://tinyurl.com/twimlapplepodcast Spotify: https://tinyurl.com/twimlspotify Google Podcasts: https://podcasts.google.com/?feed=aHR0cHM6Ly90d2ltbGFpLmxpYnN5bi5jb20vcnNz RSS: https://twimlai.libsyn.com/rss Full episodes playlist: Subscribe to our Youtube Channel: https://www.youtube.com/channel/UC7kjWIK1H8tfmFlzZO-wHMw?sub_confirmation=1 Podcast website: https://twimlai.com Sign up for our newsletter: https://twimlai.com/newsletter Check out our […]
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20:12

SingularityNET: Deep Funding Round 1 – Awarded Teams Progress Presentations | September

This is a recording of the awarded teams presenting their progress so far. We are building a network of decentralized and beneficial AI services. Get funded through the Deep Funding program to develop your AI service and publish it on the SingularityNET Platform. Keep ownership of your model, monetize your intellectual property and contribute to […]
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08:28

SingularityNET: AGI-22 | Sophia the Robot – What is Ethical Machine Creativity

Sophia is Hanson Robotics’ most advanced human-like robot. She is the world’s first robot citizen and the first robot Innovation Ambassador for the United Nations Development Programme. Sophia’s self portrait and other works were made into NFTs that had sales totalling over 1.7 million and she continues to collaborate with Andrea Bonaceto. Sophia’s unique combination […]
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56:54

TWiML & AI x Fast.ai Deep Learning Study Group – Session 2B – October 6, 2018

**SUBSCRIBE AND TURN ON NOTIFICATIONS** **twimlai.com** This video is a recap of our Fast.ai x TWiML Online Study Group. In this session, we review lesson two, Convolutional Neural Nets. Topics covered include: • Learning Rate (LR) • Data Augmentation • Stochastic Gradient Descent (SGD) with Restart approach • Using Test Time Augmentation It’s not too […]
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41:20

Understanding Collective Insect Communication with ML, w/ Orit Peleg – 590

Today we’re joined by Orit Peleg, an assistant professor at the University of Colorado, Boulder. Orit’s work focuses on understanding the behavior of disordered living systems, by merging tools from physics, biology, engineering, and computer science. In our conversation, we discuss how Orit found herself exploring problems of swarming behaviors and their relationship to distributed […]
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01:03:52

TWiML & AI x Fast.ai Study Group – Session 4 Part 1 – June 30, 2018

**SUBSCRIBE AND TURN ON NOTIFICATIONS** **twimlai.com** This video is a recap of our Fast.ai x TWiML Online Study Group. In this session, we review lesson four, Structured, Time Series, & Language Models. It’s not too late to join the study group. Just follow these simple steps: 1. Sign up for the TWiML Online Meetup, noting […]
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58:40

TWiML & AI x Fast.ai Study Group – Session 3 – June 23, 2018

**SUBSCRIBE AND TURN ON NOTIFICATIONS** **twimlai.com** This video is a recap of our Fast.ai x TWiML Online Study Group. In this session, we review lesson three, Improving Your Image Classifier. It’s not too late to join the study group. Just follow these simple steps: 1. Sign up for the TWiML Online Meetup, noting fast.ai in […]
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40:55

Computer Vision for Remote AR with Flora Tasse – #390

Today we conclude our CVPR coverage joined by Flora Tasse, Head of Computer Vision & AI Research at Streem. Flora, a keynote speaker at the AR/VR workshop at CVPR, walks us through some of the interesting use cases at the intersection of AI, computer vision, and augmented reality technology. In our conversation, we discuss how […]
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42:16

Deep Learning for Automatic Basketball Video Production with Julian Quiroga – #389

Today we return to our coverage of the 2020 CVPR conference with a conversation with Julian Quiroga, a Computer Vision Team Lead at Genius Sports. Julian presented his recent paper “As Seen on TV: Automatic Basketball Video Production using Gaussian-based Actionness and Game States Recognition” at the CVSports workshop. We jump right into the paper, […]
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59:13

SingularityNET: Ambassador Townhall Meeting #16 | August 30th, 2022

Recording of our last week’s community Ambassador Townhall Meeting. Notes: https://miro.com/app/board/uXjVO0WVUBA=/ Dework: https://app.dework.xyz/singularitynet-ambas/ GitBook: https://snet-ambassadors.gitbook.io/home/ The next Town Hall meeting will be going live and recorded on September 6th, at 18:00 UTC, on our Discord server. To join upcoming ambassador meetings, please make sure that you’re part of our Discord community! Discord: https://discord.gg/snet Special thanks […]
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58:53

SingularityNET: AGI-22 | Nelson Niu – Polynomial Functors Natural Formal Models of Interaction

Watch Nelson Niu (@NelsonsNiu on twitter) share his studies on ‘Polynomial Functors: Natural Formal Models of Interaction.’ Recorded during the AGI-22 conference, on August 20th 2022. —- SingularityNET is a decentralized marketplace for artificial intelligence. We aim to create the world’s global brain with a full-stack AI solution powered by a decentralized protocol. We gathered […]