00:00:24 Introduction 00:02:19 Edo's Background 00:08:20 What are Embeddings? 00:14:00 Self-Organizing Maps & how humans store data 00:22:27 The lifecycle of a machine learning system 00:34:40 The weirdness of high-dimensional spaces 00:42:20 How to manage a vector database 00:47:01 Pinecone the company ★ Support this podcast on Patreon ★...
We are sponsored by audible! http://www.audibletrial.com/programmingthrowdown We are on Patreon! https://www.patreon.com/programmingthrowdown T-Shirts! http://www.cafepress.com/programmingthrowdown/13590693 Join us on Discord! https://discord.gg/r4V2zpC The Art of Vacations Taking 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 ar...
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 (PFR...
Brief Summary: Authentication has become a necessity in a digital world that’s ever-increasing in complexity. What can you do to arm yourself against the constant threat of data breaches and hacks? In this episode Jason sits down with Aviad Mizrachi, CTO and Co-Founder of Frontegg, to give us valuable insight into how Authentication works, and how these help you become more defensible against attacks. This episode touches on the following key topics and ideas: 00:00:24 Introduction 00:01:10 Intr...
In this duo episode, Jason and Patrick introduce us to the world of hash maps, from buckets and hash functions, to differences between open and closed addressing, to minimal perfect hashes and locality sensitive hashing. A familiarity with hash maps is an oft-overlooked but highly sought-after skill, and it can be a valuable asset for those eyeing a career in programming. Along with the main topic, Jason and Patrick also talk about some of their latest interests: books, gadgets, tools and games....
Ever wondered how route planning apps, well, plan routes? In this episode, we navigate through this fascinating topic, a field as data-driven and systemic as it is magical and compelling. Joining us is Parker Woodward, Route Expert and Marketing Director for Route4Me. We discuss how route planning works, the intricacies behind it, and how services like Route4Me perform complex balancing acts between machine learning and user-generated feedback. This episode touches on the following key topics an...
What makes for good documentation? In this episode, we dive into one of the most important yet overlooked facets of coding. With us are Omer Rosenbaum and Tim Post of Swimm.io. Swimm is an app that allows you to create docs coupled with your code, which are auto-synced and integrated into your workflow. It makes for much more efficient, elegant, and accessible documentation. Omer is the CTO of Swimm, and Tim is Principal Development Relations and User Advocate. They are the experts who will guid...
In this episode, we’re excited to have Meredydd Luff, the founder of Anvil. Anvil is a powerful tool that allows you to build full stack web apps with just Python. Without the need to be fluent in Javascript or other languages, Anvil is easy enough for beginners, but robust enough for professional work. We talk to Meredydd about Anvil and its features, as well as delve into the importance of making programming more accessible to more people. This episode touches on the following key topics and i...
In another duo episode, Jason and Patrick give an in-depth introduction to trees, their many types, approaches and functions, and their importance in modern programming. Also, peppered throughout the episode are the games, books, tools, and ideas that have currently piqued their interest. This episode touches on the following key topics and ideas: 00:00:17 Avoiding drama at work 00:07:10 News: C++20 (7:10) 00:09:37 News: Play Co-op Diablo II in the browser 00:12:58 Wreckfest 00:15:07 Kaboom 00:1...
In this episode, we talk with Frank McSherry, Gödel Prize-winning data scientist, and Co-founder and Chief Scientist at Materialize, Inc. Frank shares expert viewpoints drawn from his years as an academic, as well as personal insights on helping run a company at the cutting edge of real-time data streaming. Show Notes: https://www.programmingthrowdown.com/2021/05/episode-111-real-time-data-streaming.html ★ Support this podcast on Patreon ★...
Programming Throwdown talks cybersecurity with Dotan Nahum, CEO and Co-founder of Spectral. Dotan provides us with a high-level overview of the role of cybersecurity, its definition, evolution, and current challenges. He also shares tips for small- and medium-sized ventures on how to develop best practices. The episode touches on the following key topics and ideas: 00:01:12 Evolution of modern cybersecurity 00:06:06 When to integrate security in a design 00:11:54 Shadow IT 00:13:50 Hacker motive...
We chat with Kevin Urrutia about why marketing is so important to any project, how digital marketing is different than traditional marketing, and what tools we can use to market our ideas. Thanks for listening! Show notes: https://www.programmingthrowdown.com/2021/03/episode-109-digital-marketing-with.html ★ Support this podcast on Patreon ★...
We’re having a duo episode for this month! Patrick and I discuss the relevance of Kotlin, a JVM language used for web backends and android development, and why you should look into it. Also we are testing out adding transcripts to the show notes. Let us know what you think! Show notes: https://www.programmingthrowdown.com/2021/03/episode-108-kotlin.html ★ Support this podcast on Patreon ★...
Happy Holidays! In this show we make predictions about 2021 and take questions from YOU, our loyal fans! Show notes: https://www.programmingthrowdown.com/2021/01/episode-107-holiday-episode-2020.html ★ Support this podcast on Patreon ★
This month we are speaking with Connel Gauld from Zappar about Augmented Reality. Connel is an AR genius and blows our mind with details on how AR works under the hood and how it's easy for anyone to make AR apps and websites. AR is the next great platform, so it's good to get in early. Give it a listen and tell us what you built! Show notes: https://www.programmingthrowdown.com/2020/11/episode-106-augmented-reality-with.html Teamistry: https://link.chtbl.com/teamistry?sid=podcast.throwdown ★ Su...
The September episode did arrive.... somewhat delayed, but it's worth the wait!! We have NEW INTRO MUSIC by amazing recording artist Eric Barndollar. We have a NEW PODCAST DEPLOYMENT SCRIPT which means the podcast timestamp will be correct and people won't have to hunt for our latest episodes. Last but not least, we have an AMAZING EPISODE where we interview Peter Voss, founder and CEO of aigo.ai and inventor of the term "Artificial General Intelligence", to discuss chatbots and general AI. Geek...
How do the most popular websites stay online? How do mobile app developers release new versions safely and monitor them? Today we have Matt Watson from Stackify on the show to talk about Developer Operations (DevOps) and site reliability. These two areas are critical for writing software that people depend on. DevOps is both a software exercise but also an exercise in process creation and process management. In this episode, we unpack these topics and do a deep dive to explain how to deploy soft...
Many of us have found ourselves working from home due to current events. In this show, we chat with Adam Bell who has been working from home for the past decade. We also do the show interactive on Twitch.tv and take your questions! Give it a listen for a ton of great advice on working from home and some pitfalls to avoid. Thanks again for your donations in these tough times. We really appreciate your support! Feel free to continue the discussion on Discord (link in the show notes)! Show notes: h...
Many people have asked us for more content on machine learning and artificial intelligence. This episode covers probability and Bayesian math. Understanding random numbers is key to so many different technologies and solutions. Max and I dive deep and try to give as many pointers as possible. Give it a listen and let us know what you think! Max also has an awesome podcast, The Local Maximum. Check out his show on any podcast app or using the link in the show notes! Show notes: https://www.progra...
Hey all! In this episode we chat with Guillermo Rauch, co-founder of Next.js, about ReactJS. ReactJS is an amazing framework for web development that I've been a huge fan of for years. We dive deep into how ReactJS works and why it can lead to clean, structured development. We Introduce Next.js, a ReactJS framework that supercharges web development at scale. I recently built a site using Next.js and loved the developer experience! Check out the show notes for links to learn more about Vercel and...
I hope everyone out there is safe and healthy during these crazy times. The silver lining on all of this is that many of us have more time. Time is one of the greatest gifts that one can get. I hope you are able to spend more time with family and learning new skills. I'm looking forward to seeing all of the amazing innovations that people create when the world is back open for business. This is our 100th episode!!! In this milestone show, we reflect on our early episodes and how the field has ch...
The best part of hosting Programming Throwdown is reading emails from people who listened to this show before they had any coding experience and went on to land jobs in tech. Thanks so much for inspiring us with your stories. My second favorite part of hosting the show is hearing about so many awesome programming tools and resources, often when they are just starting out. DeepCode is one of these amazing resources. DeepCode is a static analysis tool that looks at your code and, using AI trained ...
One of the most exciting but also overwhelming feelings in software engineering is starting a new project. Staring at an empty main.py file is intimidating for everyone. A great way to keep motivated and stay on course is to start by making a list of tasks. This is the first step to project management, and Agile is a set of methodologies for great project management. In this episode, we talk with Aaron Upright, cofounder of ZenHub, about Agile and project management. ZenHub is a quick and easy p...
Hey all! Patrick and I are so lucky to be spending another year with you all. In this episode, we answer a bunch of listener questions and give away some great prizes. Thanks to all of our listeners for helping us bring the power of programming to so many people. We have some super exciting content coming up in 2020, so stay tuned! ★ Support this podcast on Patreon ★...
Most developers that I know use CircleCI every single day. It's both an honor and an amazing experience to learn about continuous integration and continuous deployment from Rob Zuber, CTO of CircleCI. We also cover a range of topics from staying motivated to working remotely. If you ever plan on writing software with a team of folks, you need to give this episode a listen! Also, I'm super excited to announce our partnership with Educative! Educative is an interactive way to learn how to code. Ch...
Everyone has used programs that talk to a server: Uber, podcast apps, etc.. Most people also know about peer-to-peer applications such as bittorrent, but did you know that video chat programs such as Skype and Google Hangouts are also peer-to-peer? You can even write your own peer-to-peer applications to communicate or share information without the need for a server to relay everything. In this episode, we sit down with Sean DuBois, creator of Pion, to talk about WebRTC: a specification and set ...
What actually happens when you type something in the search bar at the top of etsy.com and hit enter? This awesome interview with Liangjie Hong, Director of Data Science and Machine Learning, answers that question all the way from the philosophical (what should we show first?) to the inner workings (what is a reverse index and how does it work?). We also dive into what it's like to intern at a tech company. Happy Hacking! Show Notes: https://www.programmingthrowdown.com/2019/10/episode-94-search...
Every interview we do is such an exciting and unique experience. Patrick and I had great pleasure in hosting Andy and Dave, authors of "The Pragmatic Programmer". We pick their brains on a variety of topics including rapid prototyping, the 10x engineer, tech leadership, and how to get your first coding job. Their new book, "The Pragmatic Programmer: 20th Anniversary Edition" comes out today! I hope that this interview inspires you all to grab their new book; it will definitely be a book-of-the-s...
Surprise! Weekend episode :-D Every piece of code you write is either going to be for computer-to-computer interaction, or for human-machine interaction. For the latter, how do you make your interface easy to understand and use? Erik Kennedy, independent UX/UI designer, dives into user interface (UI) design. We cover the best tools for making quick prototypes, common design mistakes, and his journey from software engineer to freelance designer. This episode is a great way to get excited about de...
Hey all! Since episode 82, we received a ton of email asking for more info on functional programming (FP). To cover FP in great detail we are thrilled to chat with Adam Bell. Adam is the host of the Corecursive podcast and an engineer with many years of experience in FP. In this episode, we dive into what FP is all about, when it's useful, static/dynamic typing (our favorite topic), and other areas of FP. Thanks again for all of your emails and support. It is a treasure to hear your inspirationa...
