Programming Throwdown

122 - Building Conversational AI's with Joe Bradley

When you ask Alexa or Google a question and it responds, how does that actually work?  Could we have  more in-depth conversations and what would that look like?  Today we dive into conversational AI with Joe Bradley and answer these questions and many more.Thanks for supporting the show!00:00:15 Introduction00:01:24 Introducing Joe Bradley00:04:44 How Joe got into Conversation AI00:21:35 Zork and WordNet00:27:48 Automatic Image Detection/Captioning00:39:31 MuZero00:45:27 Codex00:50:15 GPT and businesses00:55:16 Artificial General Intelligence01:00:05 What is LivePerson01:16:30 Working at LivePerson01:21:18 Job opportunities in LivePerson01:27:04 How to reach Joe01:32:40 FarewellsResources mentioned in this episode:Companies:LivePerson: liveperson.com PyTorch: pytorch.org TensorFlow: tensorflow.com ★ Support this podcast on Patreon ★

121 - Edge Computing with Jaxon Repp

What is "The Edge"?  The answer is that it means different things to different people, but it always involves lifting logic, data, and processing load off of your backend servers and onto other machines.  Sometimes those machines are spread out over many small datacenters, or sometimes they are in the hands of your customers.  In all cases, computing on the edge is a different paradigm that requires new ways of thinking about coding.  We're super lucky to have Jaxon on the show to share his experiences with edge computing and dive into this topic!!00:00:23 Introduction00:01:15 Introducing Jaxon Repp00:01:42 What is HarperDB?00:08:10 Edge Computing00:10:06 What is the “Edge”00:14:58 Jaxon’s history with Edge Computing and HarperDB00:22:35 Edge Computing in everyday life00:26:12 Tesla AI and data00:28:09 Edge Computing in the oil industry00:35:23 Docker containers00:42:33 Databases00:48:29 Data Conflicts00:55:43 HarperDB for personal use01:00:00 MeteorJS01:02:29 Netflix, as an example01:06:19 The speed of edge computing01:08:43 HarperDB’s work environment and who is Harper?01:10:30 The Great Debate01:12:17 Career opportunities in HarperDB01:18:56 Quantum computing01:21:22 Reach HarperDB01:23:53 Raspberry Pi and HarperDB home applications01:27:20 FarewellsResources mentioned in this episode:CompaniesHarperDB https://harperdb.io/ MeteorJS https://www.meteor.com/ ToolsRaspberry Pi https://www.raspberrypi.org/ Docker https://www.docker.com/ If you’ve enjoyed this episode, you can listen to more on Programming Throwdown’s website: https://www.programmingthrowdown.com/Reach out to us via email: programmingthrowdown@gmail.comYou can also follow Programming Throwdown on Facebook | Apple Podcasts | Spotify | Player.FM Join the discussion on our DiscordHelp support Programming Throwdown through our Patreon★ Support this podcast on Patreon ★

Machine Learning Embeddings with Edo Liberty

00:00:24 Introduction00:02:19 Edo's Background00:08:20 What are Embeddings?00:14:00 Self-Organizing Maps & how humans store data00:22:27 The lifecycle of a machine learning system00:34:40 The weirdness of high-dimensional spaces00:42:20 How to manage a vector database00:47:01 Pinecone the company★ Support this podcast on Patreon ★

The Art of Vacations

We are sponsored by audible! http://www.audibletrial.com/programmingthrowdownWe are on Patreon! https://www.patreon.com/programmingthrowdownT-Shirts! http://www.cafepress.com/programmingthrowdown/13590693Join us on Discord! https://discord.gg/r4V2zpCThe Art of VacationsTaking a good vacation is as important as getting a good night's sleep (*very important*).  It may sound silly on its face, but planning a vacation and planning around your vacation is extremely important to ensure that you are in the right headspace the rest of the year.  This is especially true in the COVID era where many of us are working from home.  In this episode, we dive into why vacations are so important, how to plan a relaxing vacation, and how to make sure that your team is supported while you are out.Intro topic: Virgin Galactic and Virgin Orbit and Blue OriginNews/Links:TextStyleBrush: Transfer of Text Aesthetics from a Single Examplehttps://deepai.org/publication/textstylebrush-transfer-of-text-aesthetics-from-a-single-example Berkshire Hathaway Stock Price integer overflowhttps://www.theregister.com/2021/05/07/bug_warren_buffett_rollover_nasdaq/ LineageOShttps://lineageos.org/ Crafting Interpreters is now an actual bookhttps://craftinginterpreters.com/ Book of the ShowJason: How to lead in product managementhttps://amzn.to/2UcPzPK Patrick: Holy Sister (Book of the Ancestor #3) by Mark Lawrencehttps://amzn.to/3fVZscn Audible Plug http://www.audibletrial.com/programmingthrowdownPatreon Plug https://www.patreon.com/programmingthrowdown?ty=hTool of the ShowJason: 7 Billion Humans Patrick: Moss (Oculus VR, PC VR, PS VR) Topic: VacationsWhy7 types of rest https://ideas.ted.com/the-7-types-of-rest-that-every-person-needs/ Gives you energy for the next crunch Stepping back provides perspective Preparing the team for unexpected absences Why notCan lose context Missed opportunities Slipped deadlines How to set up the perfect vacationHanding off responsibility Documenting code Decide how much to work on vacation How to be on vacationPre-cation Handling crises / unexpected events Post-cation How to come back from vacationCreate email filters / smart folders Skim new pull requests / scrum documents Review chat logs  Types of vacations1-3 days: delay results 1-2 weeks: Deputize 3+ weeks: Replace If you’ve enjoyed this episode, you can listen to more on Programming Throwdown’s website: https://www.programmingthrowdown.com/Reach out to us via email: programmingthrowdown@gmail.comYou can also follow Programming Throwdown on Facebook | Apple Podcasts | Spotify | Player.FM Join the discussion on our DiscordYou can also help support Programming Throwdown through our Patreon★ Support this podcast on Patreon ★

Building a Robotics Software Platform with Abhay Venkatesh

You’ve seen the dancing Boston Dynamics dogs, Honda’s ASIMO greeting people at malls, and the half-court-shooting robot at the Olympics, among other awe-inspiring robot stories that nowadays are getting increasingly more common. But equally fascinating, especially for us programmers, is the amount of programming and structure needed to make sure these robots work as intended. In this episode, we talk with Abhay Venkatesh, Software Engineer at Anduril Industries, about Platforms for Robotics (PFRs), and the intricacies happening inside these mechanical wonders.This episode touches on the following key topics and ideas:00:00:24 Introduction00:01:10 Introducing Abhay Venkatesh00:03:00 What robotics is as a field or practice00:07:18 Platform for Robotics (PFRs)00:10:07 OODA loop00:12:27 What makes up a Platform for Robotics?00:14:17 Raspberry Pi 00:15:30 Nvidia Tegra00:17:17 Edge computing00:19:29 Telemetry00:22:06 Ad: SignalWire, a next-gen video collaboration platform00:23:30 Real-time constraints and safety challenges00:28:31 Formal verification and defensive programming00:32:28 Operating systems in robotics00:34:27 Nix and reproducible hermetic builds00:37:52 Key aspects in robotics software development00:41:14 Deployment00:46:24 Simulation00:48:51 Google testing pyramid 00:52:01 Actuators00:55:27 Future of PFRs01:02:49 FarewellsResources mentioned in this episode:CompaniesAnduril Industries https://www.anduril.com/ Nvidia https://www.nvidia.com/en-us/ Boston Dynamics https://www.bostondynamics.com/ ToolsArduino https://www.arduino.cc/ Raspberry Pi https://www.raspberrypi.org/ Nvidia Tegra https://developer.nvidia.com/tegra-development NixOS https://nixos.org/ Docker https://www.docker.com/ Bazel https://bazel.build/ Our sponsor for this episode is SignalWirehttps://signalwire.com/Use code THROWDOWN for $25 in developer creditAbhay’s website: https://abhayvenkatesh.com/Abhay on Twitter: https://twitter.com/AbhayVenkatesh1If you’ve enjoyed this episode, you can listen to more on Programming Throwdown’s website: https://www.programmingthrowdown.com/Reach out to us via email: programmingthrowdown@gmail.comYou can also follow Programming Throwdown on Facebook | Apple Podcasts | Spotify | Player.FM Join the discussion on our DiscordHelp support Programming Throwdown through our Patreon★ Support this podcast on Patreon ★