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http://traffic.libsyn.com/sedaily/Brave.mp3Podcast: Play in new window | Download Online advertising enables free content and services of the Internet. One of the free services that is powered by advertising is the browser. 60% of web browsing is done through Chrome, which is owned by Google, which is powered by advertising. The application that most of us use to explore the web is made by a company that relies on ads, so it
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http://traffic.libsyn.com/sedaily/DeepLearningSystems.mp3Podcast: Play in new window | Download The applications that demand deep learning range from self-driving cars to healthcare, but the way that models are developed and trained is similar. A model is trained in the cloud and deployed to a device. The device engages with the real world, gathering more data. That data is sent back to the cloud, where it can improve the model. From the processor level
http://traffic.libsyn.com/sedaily/SpotifyEventDelivery.mp3Podcast: Play in new window | Download Spotify is a streaming music company with more than 50 million users. Whenever a user listens to a song, Spotify records that event and uses it as input to learn more about the user’s preferences. Listening to a song is one type of event–there are hundreds of others. Opening the Spotify app, skipping a song, sharing a playlist with a friend–all of these
http://traffic.libsyn.com/sedaily/MoatAnalytics.mp3Podcast: Play in new window | Download Moat is one of the most successful advertising technology companies in history. After building a business from measurement of ad impressions, Moat was sold to Oracle for $850 million. Advertising powers the free content on the Internet. Measurement makes it easier for publishers to monetize their content. At Software Engineering Daily, we know this from firsthand experience. The podcast ecosystem has barely any
http://traffic.libsyn.com/sedaily/Visual_Search.mp3Podcast: Play in new window | Download If I have a picture of a dog, and I want to search the Internet for pictures that look like that dog, how can I do that? I need to make an algorithm to build an index of all the pictures on the Internet. That index can define the different features of my images. I can find mathematical features in each image that
http://traffic.libsyn.com/sedaily/GeorgeAnders.mp3Podcast: Play in new window | Download Software gives us new ways of communicating with each other. Engineers build scalable systems for e-commerce, helpdesk, and video sharing–and these systems do scale, to millions of people. But software alone cannot serve all of the demands of all the users and customers on these platforms. We need customer service representatives to address unexpected demands. We need design specialists to evaluate the interface
http://traffic.libsyn.com/sedaily/Word2vecAdrianColyer.mp3Podcast: Play in new window | Download Machines understand the world through mathematical representations. In order to train a machine learning model, we need to describe everything in terms of numbers. Images, words, and sounds are too abstract for a computer. But a series of numbers is a representation that we can all agree on, whether we are a computer or a human. In recent shows, we have explored how
http://traffic.libsyn.com/sedaily/DAOHack.mp3Podcast: Play in new window | Download The Decentralized Autonomous Organization (DAO) was a digital form of venture capital. It was an ambitious idea–to provide a new decentralized business model for organizing corporations on top of the Ethereum blockchain. Few people in the crypto community were opposed to this premise–but the timeline was short, the code requirements were tremendous, and in retrospect, a vulnerability was inevitable. The DAO launched in
http://traffic.libsyn.com/sedaily/SEDApp.mp3Podcast: Play in new window | Download You have probably missed some of the best episodes of Software Engineering Daily. If you listen to just a few episodes a week, it can be difficult to identify the high quality shows. And if you are new to the podcast, you have no idea how to find episodes that might appeal to you. Software Engineering Daily has a discovery problem. We have
http://traffic.libsyn.com/sedaily/AttackAttribution.mp3Podcast: Play in new window | Download When a cyber attack occurs, how do we identify who committed it? There is no straightforward answer to that question. Even if we know Chinese hackers have infiltrated our power grid with logic bombs, we might not be able to say with certainty whether those hackers were state actors or rogue Chinese hackers looking for an offensive asset to sell to their government.
http://traffic.libsyn.com/sedaily/SecurityChrisCraig.mp3Podcast: Play in new window | Download Ransomware and DDoS attacks happen all the time. Sometimes they affect large swaths of users. WannaCry ransomware froze the computer systems in hospitals. Mirai botnet DDoS attacks took down a DNS provider, making Netflix and Twitter inaccessible for a short period of time. These are innocent attacks compared to what we could face from a world where cars, heart rate monitors, and other
http://traffic.libsyn.com/sedaily/SalesforceEinstein.mp3Podcast: Play in new window | Download Software companies that have been around for a decade have a ton of data. Modern machine learning techniques are able to turn that data into extremely useful models. Salesforce users have been entering petabytes of data into the company’s CRM tool since 1999. With its Einstein suite of products, Salesforce is using that data to build new product features and APIs. Simon Chan
http://traffic.libsyn.com/sedaily/ClaudeShannon.mp3Podcast: Play in new window | Download We write code in a language that looks like English. Whether it is JavaScript, Fortran, or assembly language, that code is an abstraction on top of layers of intermediate languages, binary, transistors, and physics. 100 years ago, this would have seemed like magic. Most of us know about Alan Turing, who described the vision of a multipurpose computer with the concept of the
http://traffic.libsyn.com/sedaily/HealthwithCosima.mp3Podcast: Play in new window | Download Automation will make healthcare more efficient and less prone to error. Today, machine learning is already being used to diagnose diabetic retinopathy and improve radiology accuracy. Someday, an AI assistant will assist a doctor in working through a complicated differential diagnosis. Our hospitals look roughly the same today as they did ten years ago, because getting new technology into the hands of doctors
http://traffic.libsyn.com/sedaily/Lendup.mp3Podcast: Play in new window | Download Loans give people more financial security. If people know that they can receive a loan, they will be more willing to take intelligent risks. A loan can allow for a short-term investment that pays off enough to justify the interest rate on that loan. For the lender, a loan can be a fantastic return on capital–as long as the lendee does not default.
http://traffic.libsyn.com/sedaily/IndustrialIoT.mp3Podcast: Play in new window | Download Sensors are being attached to trains, lightposts, and all kinds of factory equipment. Industrial machinery gives off high volumes of data that can be captured, stored, and processed with machine learning in order to improve workflows and ensure safety. Jayson Delancey works at GE, which is building tools and systems to manage large IoT deployments. The full stack for enterprise IoT involves tools
http://traffic.libsyn.com/sedaily/SalesSoftware.mp3Podcast: Play in new window | Download Most products do not sell themselves. Salespeople bridge the gap between a product creation and a customer who purchases it. People can make a good living on the internet selling niche products–if they can find their customers. The process of taking a large group of potential customers and narrowing it down to only the subset of those customers who will buy your product
http://traffic.libsyn.com/sedaily/CloudNativeSQL.mp3Podcast: Play in new window | Download Applications built in the cloud are often serving requests from all around the world. A user in Hong Kong could have written to a database entry at the moment just before a user in San Francisco and a user in Germany simultaneously try to read from that database. If the user in San Francisco is allowed to see a different database entry than
http://traffic.libsyn.com/sedaily/AIExtremism.mp3Podcast: Play in new window | Download Religious extremists use technology to recruit vulnerable individuals to a violent cause. Google is developing ways to combat this extremism through its platforms, namely YouTube. When a user looks for inflammatory religious or supremacist content, YouTube’s “Redirect Method” instead sends those users toward anti-terrorist videos. Google’s fight against extremism compelled writer Lochlan Bloom to write an article called “The Coming Battle: AI, Extremism,
http://traffic.libsyn.com/sedaily/HeaderBidding.mp3Podcast: Play in new window | Download Content websites are supported by advertising. Most of the advertisements around the internet are dynamic ad slots that change depending on the user who visits the site. Those dynamic ad slots are available to a variety of different bidders. For each ad slot, an auction occurs. The highest bidder gets to serve an ad for that slot. Praneet Sharma is the co-founder of
