Simpsons Data Science with Todd Schneider

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Species Unite

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۴ روز پیش۴d ago

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ماهیانه+

Stories that change the way the world treats animals.

۸ سال پیش 1:00:16

MP3•خانه قسمت

The Simpsons is a classic, beloved television show. The scripts of The Simpsons have been made publicly available, and include dialogue, location, and character information. Todd Schneider used these scripts and other information sources as a corpus to analyze The Simpsons and find interesting statistics–such as who the most important supporting characters were, and how the ratings of the show have trended over time relative to other TV shows that have declined in ratings.

Todd works at Genius in New York, and I took the opportunity to ask him other questions about pop culture, given that Genius is a place where pop culture and data collide. If you haven’t seen the site, it started out as a wiki for rap music, and quickly grew to more aspects of pop culture.

Todd also has a variety of other side projects, involving betting markets, analysis of taxis vs Lyft and Uber, and a systematic study of the wedding section of the New York Times.

The post Simpsons Data Science with Todd Schneider appeared first on Software Engineering Daily.

104 قسمت

#Software Engineering #Tech #Hackers Archives Software Engineering Daily

Simpsons Data Science with Todd Schneider

Hackers Archives - Software Engineering Daily

98 subscribers

published ۸ سال پیش

اشتراک گذاری

MP3•خانه قسمت

Todd also has a variety of other side projects, involving betting markets, analysis of taxis vs Lyft and Uber, and a systematic study of the wedding section of the New York Times.

The post Simpsons Data Science with Todd Schneider appeared first on Software Engineering Daily.

104 قسمت

#Software Engineering #Tech #Hackers Archives Software Engineering Daily

همه قسمت ها

1
Making React 70% faster with Aiden Bai of Million.js 45:10

۲ years پیش45:10

45:10

React is an immensely popular JavaScript library that is used to build website user interfaces. A key feature of React is that it uses a virtual Document Object Model, or DOM, to selectively update the desired regions of the web page, which provides major performance advantages. Million.js is an open source project that provides an optimized virtual DOM. Remarkably, these optimizations make React up to 70% faster and the code weighs in at less than 4 kilobytes in size. Aiden Bai is the creator of Million.js and he joins us in this episode. Mike Bifulco is CTO and co-founder of Craftwork . He’s also a developer advocate, writer, podcaster and serial startup founder. In past lives, Mike worked for Google, Stripe, Microsoft, and Gymnasium. Mike is also co-founder of APIs You Won’t Hate , a community for API Developers on the web. Mike’s publishes a weekly newsletter for product builders called Tiny Improvements at mikebifulco.com . Mike is on Mastodon at https://hachyderm.io/@irreverentmike Sponsorship inquiries: sponsor@softwareengineeringdaily.com Please click here to view this show’s transcript . The post Making React 70% faster with Aiden Bai of Million.js appeared first on Software Engineering Daily .…

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Cross-functional Incident Management with Ashley Sawatsky and Niall Murphy 50:38

۲ years پیش50:38

50:38

Incident management is the process of managing and resolving unexpected disruptions or issues in software systems, especially those that are customer-facing or critical to business operations. Implementing a robust incident management system is often a key challenge in technical environments. Rootly is a platform to handle incident management directly from Slack, and is used by hundreds of leading companies including Canva, Grammarly, and Cisco. Ashley Sawatsky leads Developer Relations at Rootly and previously led Shopify’s Incident Communications team. Niall Murphy is Co-founder and CEO at Stanza . He has written extensively about reliability engineering and is the co-author of the best-selling book, Site Reliability Engineering. Ashley and Niall join us in this episode to discuss how engineers and their non-technical counterparts can successfully approach incident management together. Jeff is a DevSecOps engineer with experience in security, the software development life cycle, and cloud technologies. His advanced expertise in HashiCorp technologies places him as one of the most sought after trainers in the Europe, Middle East, and Africa regions and beyond. Jeff has worked for a range of different companies – from small startups to some of the biggest financial institutions. He now successfully runs his own consultancy that provides services in DevSecOps, Cloud and Security. You can find Jeff at hemmen.lu . Sponsorship inquiries: sponsor@softwareengineeringdaily.com Please click here to view this show’s transcript . The post Cross-functional Incident Management with Ashley Sawatsky and Niall Murphy appeared first on Software Engineering Daily .…

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SDKs for your API with Sagar Batchu 37:54

۲ years پیش37:54

37:54

APIs are ubiquitous and critical to building modern software, and developers must frequently develop custom APIs to streamline user access to their services. However, making an API that provides a great developer experience can be a time-consuming endeavor. As a result, API teams often leave the final mile of integration up to their users. Speakeasy aims to provide a product and a pipeline that makes it easy to create and consume any API. Sagar Batchu is the co-founder and CEO of Speakeasy and he joins us in this episode. Paweł is the founder at flat.social the world’s first ‘flatverse’ start-up. Pawel’s background is as a full-stack software engineer with a lean and experimental approach towards product development. With a strong grounding in computing science, he spent the last decade getting early-stage products off the ground – both in startup and corporate settings. Follow Paweł on Twitter , LinkedIn and his personal website – pawel.io . Sponsorship inquiries: sponsor@softwareengineeringdaily.com Please click here to view this show’s transcript . The post SDKs for your API with Sagar Batchu appeared first on Software Engineering Daily .…

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Shipping Features with Ben Rometsch 1:09:28

۲ years پیش1:09:28

1:09:28

Feature flags also known as feature toggles, release toggles or feature flippers are a way to enable or disable a particular feature from your app without making any changes to the source code. You can turn on or off a particular functionality without deploying new code. Feature flags can also be used to serve different features to different subset of users. The company Flagsmith provides you a platform for developing, implementing and managing your feature flags. Ben Rometsch is the Co-founder and the CEO of Flagsmith and he joins us today. The post Shipping Features with Ben Rometsch appeared first on Software Engineering Daily .…

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Modern Robotics Platform with Eliot Horowitz 40:48

۲ years پیش40:48

40:48

Programming robotics software has traditionally been a specialized field. The software industry has seen rapid progress, the operating system that provides the foundation for our software applications is taken care of by companies like Google, Microsoft, and other players like Canonical, Amazon, etc. The robotics industry still needs that OS layer that handles the complexities so that engineers can build robots that serve their business needs. VIAM aspires to be the Operating System for robotics that makes it easy to turn great ideas into production robots. Eliot Horowitz is the Founder and CEO of VIAM and he joins us today. Eliot was previously the CTO at MongoDB , a database company. We discuss with him the different challenges one faces when trying to build a robot and how VIAM is trying to solve that. Paweł is the founder at flat.sociaI the world’s first ‘flatverse’ start-up. Pawel’s background is as a full-stack software engineer with a lean and experimental approach towards product development. With a strong grounding in computing science, he spent the last decade getting early-stage products off the ground – both in startup and corporate settings. Follow Paweł on Twitter , LinkedIn and his personal website – pawel.io . Sponsorship inquiries: sponsor@softwareengineeringdaily.com The post Modern Robotics Platform with Eliot Horowitz appeared first on Software Engineering Daily .…

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Bug Reporting is Broken and how Jam is Fixing that with Dani Grant & Mohd Irtefa 34:39

۲ years پیش34:39

34:39

Bug reporting hasn’t changed since the 1990’s. Despite all the technological advancements we’ve made in the rest of software development, the way we handle bugs has stayed the same. It is common practice for non technical teams to provide bug reports that are missing vital information for developers to identify and quickly fix code, such as: network requests, console logs, HAR file, device information, video or screenshot replication, and more. Providing a comprehensive bug report requires logging into many tools and time spent context switching, creating an environment where people are less likely to report bugs, which is not an ideal scenario for any founder or builder. Dani & Irtefa , co-founders at Jam.dev set out to build a tool that will enable anyone, no matter their technical background, to capture rich contextual technical data about bugs, so that developers can quickly identify and resolve issues. Jam is a browser extension that will instantly replay a bug while automatically attaching diagnostics: network requests and speed, console logs, device, and more – all in one easy click. You don’t have to log into a new tool or disrupt workflows, as Jam has direct integrations with all the first class bug reporting tools to seamlessly drop diagnostics into a ticket. In this episode, Dani & Irtefa share their experience building greenfield products for Cloudflare’s Emerging Technology and Incubation team, how bug reporting was the common pain-point that impacted their product velocity, and the technology decisions they made when building Jam. Test it out for free at: Jam.dev Sean’s been an academic, startup founder, and Googler. He has published works covering a wide range of topics from information visualization to quantum computing. Currently, Sean is Head of Marketing and Developer Relations at Skyflow and host of the podcast Partially Redacted, a podcast about privacy and security engineering. You can connect with Sean on Twitter @seanfalconer . Sponsorship inquiries: sponsor@softwareengineeringdaily.com The post Bug Reporting is Broken and how Jam is Fixing that with Dani Grant & Mohd Irtefa appeared first on Software Engineering Daily .…

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Meme.com with Johan Unger 39:44

۳ years پیش39:44

39:44

Whether you love them or hate them, share them or ignore them, you encounter memes all over the internet. Those that are popular can often take off and spawn a long history of remixes, variants, derivatives, and inspired works. In this episode, we interview Johan Unger, the founder of meme.com. They’re creating a platform for Meme Explorers to track these Memes and earn rewards along the way. Sponsorship inquiries: sponsor@softwareengineeringdaily.com The post Meme.com with Johan Unger appeared first on Software Engineering Daily .…

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Roblox Engineering with Claus Moberg 53:41

۵ years پیش53:41

53:41

Roblox is a gaming platform with a large ecosystem of players, creators, game designers, and entrepreneurs. The world of Roblox is a three-dimensional environment where characters and objects interact through a physics engine. Roblox is multiplayer, and users can interact with each other over the Internet. Roblox is not one single game—it is a system where anyone can design and monetize their own games within Roblox. Over the last 14 years, Roblox has grown to be massively popular. As the product has grown, the software has evolved to meet changes in consumer demands and engineering constraints. Client devices include mobile phones, desktop computers, and virtual reality. All of these clients must have a consistent experience in graphics and functionality. The backend platform has to support a high volume of concurrent players who are accessing a high volume of content. The networking needs to support multiple players operating in an environment that demands high bandwidth. Claus Moberg is a vice president of engineering at Roblox. He joins the show to discuss the engineering of Roblox and the future of gaming. Sponsorship inquiries: sponsor@softwareengineeringdaily.com The post Roblox Engineering with Claus Moberg appeared first on Software Engineering Daily .…

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Indie Hackers with Courtland Allen Holiday Repeat 1:04:07

۵ years پیش1:04:07

1:04:07

Originally published November 4, 2016 Indie Hackers is a website that profiles independent developers who have made profitable software projects, usually without raising any money. These projects make anywhere from a few hundred dollars a month to more than $100,000 as in the case with park.io, one of the services profiled by Indie Hackers. Courtland Allen is the creator, engineer, and interviewer behind Indie Hackers. For each business that is profiled by Indie Hackers, Courtland conducts a short interview with the founder. Courtland joins the show to discuss the changing trends that are making it easier to bootstrap a software business if you are a capable developer–or even if you are a nontechnical person who understands how software works. Since Courtland and I are both in the business of interviewing engineers, we had a lot to talk about, and this is a fantastic episode. The post Indie Hackers with Courtland Allen Holiday Repeat appeared first on Software Engineering Daily .…

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Indie Hack or Venture Back with Lynne Tye 58:23

۵ years پیش58:23

58:23

Key Values is a platform where companies are profiled with descriptions of their company values. These profiles describe features such as work-life balance, company culture, daily routines, and strategy. Lynne Tye created Key Values with the goal of building a small business that would make money through connecting job seekers to companies with a culture that matched their own personal values system. Key Values has become highly successful, and Lynne is making enough money from the business to live comfortably. In a previous episode, Lynne and I discussed her founding story and the engineering of Key Values. Today’s episode picks up a few years later, with Lynne having found significant success with her own company. Lynne’s software business is an example of a growing trend: “Indie Hackers”. This trend was identified by Courtland Allen, founder of the Indie Hackers platform . Courtland is close friends with Lynne, and Lynne’s desire to start her own software company was influenced by her conversations with Courtland. At a certain point, Lynne was considering raising money and growing Key Values. She was accepted into Y-Combinator. But she decided to stick with the Indie Hackers route, and grow the business independently. Lynne joins the show to talk about the process of starting a software business, and the pivotal decisions she has made around financing, growth, and her own psychology. Sponsorship inquiries: sponsor@softwareengineeringdaily.com Announcements We are hiring a content writer and also an operations lead. Both of these are part-time positions working closely with Jeff and Erika. If you are interested in working with us, send an email to jeff@softwareengineeringdaily.com. We will be at KubeCon San Diego 2019, and AWS re:Invent Las Vegas. We are planning a meetup at re:Invent on Wednesday December 4. The post Indie Hack or Venture Back with Lynne Tye appeared first on Software Engineering Daily .…

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FindCollabs Hackathon Winners: Kitspace and Rivaly 1:00:53

۶ years پیش1:00:53

1:00:53

FindCollabs is a platform for finding collaborators and building projects. Three months ago we had our first hackathon, with lots of projects being created and collaborated on. In an earlier episode, we showcased the first place winner ARhythm. Today’s show features two more interviews with winners from the first FindCollabs hackathon. Kitspace is an open source hardware registry, and Rivaly is an app for informal ranked leagues, such as ping pong games at work, or board game clubs among your friends. The second FindCollabs hackathon is going on today. Check it out by going to findcollabs.com/open . ANNOUNCEMENTS FindCollabs is a place to find collaborators and build projects. FindCollabs is the company I am building, and we are having an online hackathon with $2500 in prizes . If you are working on a project, or you are looking for other programmers to build a project or start a company with, check out FindCollabs. I’ve been interviewing people from some of these projects on the FindCollabs podcast , so if you want to learn more about the community you can hear that podcast. New Software Daily app for iOS . It includes all 1000 of our old episodes, as well as related links, greatest hits, and topics. You can comment on episodes and have discussions with other members of the community. And you can become a paid subscriber for ad free episodes at softwareengineeringdaily.com/subscribe . Altalogy is the company who has been developing much of the software for the newest app, and if you are looking for a company to help you with your mobile and web development, I recommend checking them out. Upcoming conferences I’m attending: Datadog Dash July 16th and 17th in NYC , Open Core Summit September 19th and 20th in San Francisco We are hiring two interns for software engineering and business development! If you are interested in either position, send an email with your resume to jeff@softwareengineeringdaily.com with “Internship” in the subject line. The post FindCollabs Hackathon Winners: Kitspace and Rivaly appeared first on Software Engineering Daily .…

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Gaming with Eli Brown 49:33

۶ years پیش49:33

49:33

Gaming is becoming mainstream. Popular multiplayer games such as Fortnite and Minecraft present players with a massive virtual world to explore, build, and compete within. Turn-based games such as Hearthstone and Magic are breeding a new generation of board game and card game aficionados. Social media networks like Twitch and YouTube have turned gaming into a voyeuristic sport that is outcompeting many physical sports games for attention. Guilded is a platform for managing gaming teams. On Guilded, there are teams for games like League of Legends, Fortnite, and World of Warcraft. These teams use Guilded to manage calendars, Discord bots, forum software, documents, statistics, and recruiting. This might sound confusing–why does a gaming team need document management, calendars, and analytics? Are we talking about a video game team or a software company? To understand Guilded, you need to understand the rapidly changing modern gaming ecosystem. Eli Brown is a founder of Guilded.gg. He joins the show to talk about the world of gaming, its intersection with social media, and the fascinating engineering problems involved in building a platform for gaming teams. RECENT UPDATES: The FindCollabs Open has started. It is our second FindCollabs hackathon, and we are giving away $2500 in prizes. The prizes will be awarded in categories such as machine learning, business plan, music, visual art, and JavaScript. If one of those areas sounds interesting to you, check out findcollabs.com/open! The FindCollabs Podcast is out! We are booking sponsorships for Q3, find more details at https://softwareengineeringdaily.com/sponsor/ The post Gaming with Eli Brown appeared first on Software Engineering Daily .…

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Emerging Markets: Kenya with Nelly Cheboi 57:07

۶ years پیش57:07

57:07

Africa is rapidly adopting the same software and hardware technologies that have transformed the western world over the last few decades. But access to computers and technology education is still uneven. Where there is access to computers, smartphone adoption often comes before access to laptops or desktop computers. Nelly Cheboi is the founder of TechLit Africa, an organization that works to connect schools and families in Africa with computers and software. Nelly studied computer science, and worked as a software engineer before leaving her career to focus full-time on building a scalable model to take refurbished computers and give them to Africans who can make good use of them. TechLit Africa is also building a software stack to equip schools in Africa without an Internet connection with an internal subnet including Wikipedia and other educational resources, so that people in the school can get an Internet-like experience despite a lack of access to the full Internet. RECENT UPDATES: The FindCollabs Open has started. It is our second FindCollabs hackathon, and we are giving away $2500 in prizes. The prizes will be awarded in categories such as machine learning, business plan, music, visual art, and JavaScript. If one of those areas sounds interesting to you, check out findcollabs.com/open! The FindCollabs Podcast is out! We are booking sponsorships for Q3, find more details at https://softwareengineeringdaily.com/sponsor/ The post Emerging Markets: Kenya with Nelly Cheboi appeared first on Software Engineering Daily .…

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SPIFFE: Zero Trust Workload Identification with Evan Gilman 52:34

۶ years پیش52:34

52:34

Modern software consists of sprawling international networks of servers. Users contact these servers to access applications. Microservices talk to each other to fulfill complicated requests. Databases and machine learning frameworks crunch terabytes of information to provide complicated answers. Across this infrastructure, there is a lot of different activities–and a lot of vulnerabilities. Without a reliable model for security and trust, software can be easily compromised. In the past, systems were often protected by a “firewall”, which is a security system around the perimeter of the network. A problem with this model is that if the attacker is able to penetrate the firewall, they can compromise anywhere in the network. Firewalls can be penetrated, so a much better security model is to assume that your network has already been compromised, and to require every internal system to identify and authenticate with each other. “Zero-trust security” is a security model that requires internal systems to communicate with each other as if they were potentially compromised. Evan Gilman is the author of Zero Trust Networks: Building Secure Systems in Untrusted Networks . He also works on SPIFFE, a system for managing identity and trust within a zero-trust network. In a previous episode about Google BeyondCorp , Max Saltonstall talked about zero-trust networking in the context of user and device authentication. In today’s episode, Evan discusses another side of zero-trust networking: workload identity and authentication. Just as Google BeyondCorp outlines an architecture for allowing devices to communicate with the network, the SPIFFE project outlines a system for workloads to identify and authenticate themselves. Workloads can range from MapReduce jobs to microservices to frontend application servers. The post SPIFFE: Zero Trust Workload Identification with Evan Gilman appeared first on Software Engineering Daily .…

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Jailbreaking Apple Watch with Max Bazaliy 48:29

۷ years پیش48:29

48:29

Apple operating systems are closed source. This closed source nature gives Apple an extremely successful business model–and a very different software developer ecosystem than Linux-based systems. Since Linux is open source, the information on how to manipulate the system at a low level is very public. The lack of information about low-level programming in Apple operating systems has led to a large community of “jailbreaking”–where people try to reverse engineer how the closed source systems function. In today’s episode, Max Bazaliy joins the show to describe how he reverse engineered an Apple Watch. It’s a complex security challenge to jailbreak an Apple Watch, as he describes in detail. Max is a security researcher at Lookout, a mobile security company. The post Jailbreaking Apple Watch with Max Bazaliy appeared first on Software Engineering Daily .…

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