Googlier.com machine learning RSS Feed https://googlier.com/xml/machine learning Most recent machine learning related articles Helping Folks Make Sense Of The Algorithmic Distortions All Around Us I know that few people understand what it is that I do as the API Evangelist, or see the Internet-connected world as I do. While I’m not trying to influence people to see things as I do, I do want to help them see some of the algorithmic automation, distortion, and noise that is all around us. I do this through my storytelling, my photography, and any other possible means. Its tough to get people’s attention over the noise, especially when you sound like the parents in Charlie Brown, wah wahing on about the technology they depend on each day, but makes almost no sense to them when it comes to seeing the profound effect it is having on their lives. I’m always looking for analogies that help people understand how pervasive algorithms are, and how they are shaping everything in our daily lives. This is why I distort the photos I use in my storytelling with machine learning. I’m always working to find movie references like Neo poking at the Matrix around him with his finger, or maybe like glacial run-off in a meadow, or the undertow at the beach. Algorithms are right under our feet, at our fingertips, profiling us, assessing us, routing, directing, and influencing us at every turn. So much so, we don’t notice, and when people talk about the influence platforms like Facebook, Twitter, Instagram, Youtube, and others have on us, we just do not see it. Algorithms are being used to understand everything we do, so that the platforms and applications we have on our computers and mobile phone can sell advertising that targets us. These mechanisms have been hijacked by a select few of savvy actors, to manipulate folks beyond just commercial objectives, but because they are in alignment with these platforms business models, they have been embraced. Savvy technologist have learned they can manipulate people into buying their products, shifting markets, influence elections, and much more. Through the algorithmic assault and manipulation of individuals online, and specifically people who are pretty unaware that any of this manipulation is occurring. Completely unaware of the degree they are being profiled, influenced, and manipulated–invisible, algorithmic puppet strings. First Amendment Distortions Let’s take a regularly recurring conversation I see on my Facebook, regarding the Facebook algorithms, APIs, and the first amendment. I see many folks chiming in regarding Facebook’s move to censor, or lack of moves to censor, fake news and extremism on the platform. That this would be a slippery slope when it comes to the 1st amendment. No, no it wouldn’t. As a business, Facebook isn’t beholden to the first amendment, but it exemplifies the dangerous place we find ourselves in with algorithmic influence and manipulation. Taken from Wikipedia: The First Amendment to the United States Constitution prevents Congress from making any law respecting an establishment of religion, prohibiting the free exercise of religion, or abridging the freedom of speech, the freedom of the press, the right to peaceably assemble, or to petition for a governmental redress of grievances. The first amendment does focus on restricting companies like Facebook when it comes to free speech. However, this doesn’t stop the conversation from occurring on Facebook, and being framed like it is an actual debate. Making it a very rich, and fertile ground for algorithmic, API driven distortion. Algorithmic Profiling First, if you are participating in this conversation you’ve been profiled, and targeted. You have shared and commented on conversations related to 1st amendment, and most likely because of where you live, your levels of education, and working status, you been identified for manipulation on this subject. Identifying that you probably have long forgotten your 7th grade social studies class, and haven’t refreshed your knowledge of the constitution or the amendments in many years. An opportunity to further manipulate, shift your opinion on this subject, and many others. Algorithmic Automation Now that you are targeted as having specific beliefs, and fit a certain demographic, you will be targeted with advertising, articles, trends, and comments that reinforce your beliefs. The articles you see are automatically written, published, and syndicated by “bots” or scripts that bring them to life. They are trending because of automated networks of “bots” or fake accounts that only purpose are to vote up, spread, and syndicate content. Trends are only trends in your view because of algorithmic targeting and automation. Throw in a flurry of comments that either support your views, or harass you because of your dissent, and you are easily nudged and kept in line. I mean, so many other “people” feel this way, it must be the truth. Repeat & Repeat & Repeat After you see enough articles on your timeline, and conversations that your friends are having about this first amendment overreach by Facebook with their algorithmic changes–it becomes truth. It becomes “many different perspectives” on the first amendment. These many perspectives drown out any reasonable thoughts you might have had on the subject. The facts of your 7th grade class become distant memories, while the immediate algorithmic distortion becomes the truth. Hell yeah, Facebook is stomping on our first amendment rights! Hell yeah, this is a slippery slope! Next they are going to go after our 2nd amendment rights! Filter out real stories and facts about gun ownership, and other truths. This becomes the normal view in our Facebook bubbles, and then gets reinforced when we head over to Youtube, or Google anything via search. When we check our Twitter accounts, the stories there back up this reality too! Often with zero awareness regarding the ad network, and behavioral targeting game that is happening. How the videos, images, articles, and trends I’m seeing are all gamed, and target my belief system. Working to keep us on an isolated journey, while simultaneously thinking we have done the hard work to find the truth. Despite everything we see being algorithmic profiled, filtered, and automated to manipulate me. If we don’t see the algorithms or ad networks, we will never see what is happening. If we don’t know what an API is, we will never see how scripted my world has become. It is just reality. Take the topic of the first amendment, and apply to net neutrality. Tax reform. Stock markets. Banking regulations. Apply it to the list of topics you either care about, or feel you have a grasp on. That the videos, audio, images, and articles you’ve tuned into are all tailored to influence you. Not everyone wants to influence you as part of some deep state plot. Most just want to get you to buy their product, service, and ideology. It just happens though that a very dangerous minority have seen how exploitable you are. They’ve targeted you, and have figured out how to pull the puppet strings. This isn’t just a left or right thing. This is a digital and market driven thing. This is about keeping you in your bubble. This is amount artificially amplifying the things that scare you, frustrate you, and keep you from leaving your bubble. This is to keep you ignorant of the bigger picture. Resist. Get offline. Read Books. Talk to people. Don’t trust anyone online. http://feedproxy.google.com/~r/KinLane/~3/9ACUtOQkvdY/#source%3Dgooglier%2Ecom#https%3A%2F%2Fgooglier%2Ecom%2Fpage%2F2018-08-16%2F1805173 Senior Software Engineer (A.I) TX-Austin, To avoid delays in having your resume reviewed please forward directly to: ____________________________________________________________________________________ Sam.Major@RAndstadUSA.com ____________________________________________________________________________________ JOB TITLE: Senior Software Engineer (Computer Vision & Machine Learning) LOCATION: Austin, TX 78702 (Relocation Assistance Provid http://jobview.monster.com/Senior-Software-Engineer-A-I-Job-Austin-TX-US-199371526.aspx#source%3Dgooglier%2Ecom#https%3A%2F%2Fgooglier%2Ecom%2Fpage%2F2018-08-16%2F1801633 Senior Software Engineer (A.I) TX-Austin, To avoid delays in having your resume reviewed please forward directly to: ____________________________________________________________________________________ Sam.Major@RAndstadUSA.com ____________________________________________________________________________________ JOB TITLE: Senior Software Engineer (Computer Vision & Machine Learning) LOCATION: Austin, TX 78702 (Relocation Assistance Provid http://jobview.monster.com/Senior-Software-Engineer-A-I-Job-Austin-TX-US-199371521.aspx#source%3Dgooglier%2Ecom#https%3A%2F%2Fgooglier%2Ecom%2Fpage%2F2018-08-16%2F1797490 Mindsphere Principal PreSales Solutions Consultant - South Central, US - Siemens - San Antonio, TX Business Analytics, Analytics / Machine Learning tools such as R, SAS, Tableau, or scikit-learn. Analytics and machine learning....From Siemens - Tue, 31 Jul 2018 13:41:34 GMT - View all San Antonio, TX jobs http://www.indeed.com/viewjob?t=Mindsphere+Principal+Presale+Solution+Consultant&c=Siemens&l=San+Antonio,+TX&jk=186b5faf79319979&rtk=1cl2407ljadbae8t&from=rss#source%3Dgooglier%2Ecom#https%3A%2F%2Fgooglier%2Ecom%2Fpage%2F2018-08-16%2F1781067 Mindsphere Principal PreSales Solutions Consultant - South Central, US - Siemens - Houston, TX Business Analytics, Analytics / Machine Learning tools such as R, SAS, Tableau, or scikit-learn. Analytics and machine learning....From Siemens - Tue, 31 Jul 2018 13:41:13 GMT - View all Houston, TX jobs http://www.indeed.com/viewjob?t=Mindsphere+Principal+Presale+Solution+Consultant&c=Siemens&l=Houston,+TX&jk=395051e4e07cd0a5&rtk=1cl2407ljadbae8t&from=rss#source%3Dgooglier%2Ecom#https%3A%2F%2Fgooglier%2Ecom%2Fpage%2F2018-08-16%2F1781049 Mindsphere Principal PreSales Solutions Consultant - South Central, US - Siemens - Austin, TX Business Analytics, Analytics / Machine Learning tools such as R, SAS, Tableau, or scikit-learn. Analytics and machine learning....From Siemens - Tue, 31 Jul 2018 13:41:34 GMT - View all Austin, TX jobs http://www.indeed.com/viewjob?t=Mindsphere+Principal+Presale+Solution+Consultant&c=Siemens&l=Austin,+TX&jk=268c3515c3bf4f32&rtk=1cl2407ljadbae8t&from=rss#source%3Dgooglier%2Ecom#https%3A%2F%2Fgooglier%2Ecom%2Fpage%2F2018-08-16%2F1780989 Mindsphere Principal PreSales Solutions Consultant - South Central, US - Siemens - Dallas, TX Business Analytics, Analytics / Machine Learning tools such as R, SAS, Tableau, or scikit-learn. Analytics and machine learning....From Siemens - Tue, 31 Jul 2018 13:37:15 GMT - View all Dallas, TX jobs http://www.indeed.com/viewjob?t=Mindsphere+Principal+Presale+Solution+Consultant&c=Siemens&l=Dallas,+TX&jk=8ebdf3bd24ac2eab&rtk=1cl2407ljadbae8t&from=rss#source%3Dgooglier%2Ecom#https%3A%2F%2Fgooglier%2Ecom%2Fpage%2F2018-08-16%2F1780894 Mindsphere Principal PreSales Solutions Consultant - West, US - Siemens - Seattle, WA Business Analytics, Analytics / Machine Learning tools such as R, SAS, Tableau, or scikit-learn. Analytics and machine learning....From Siemens - Tue, 31 Jul 2018 13:37:13 GMT - View all Seattle, WA jobs http://www.indeed.com/viewjob?t=Mindsphere+Principal+Presale+Solution+Consultant&c=Siemens&l=Seattle,+WA&jk=1a6bcc549188addf&rtk=1cl2407ljadbae8t&from=rss#source%3Dgooglier%2Ecom#https%3A%2F%2Fgooglier%2Ecom%2Fpage%2F2018-08-16%2F1780875 Turn Ruby into a versatile Command Line Utility #412 — August 16, 2018 Read on the Web Ruby Weekly rb: Turn Ruby Into a Versatile Command Line Utility — Weighing in at a mere 10 lines, rb is a clever approach to making Ruby an even handier chainable CLI tool for manipulating and extracting data. Be sure to check the examples. redka Kimurai: A Modern Web Scraping Framework — Works with headless Chrome or Firefox, PhantomJS, or simple, regular HTTP requests to scrape even sites that require JavaScript to render. Victor Afanasev Continuous Delivery on Modern Infrastructure - Run GoCD on Kubernetes — Model Docker-based build workflows more effectively with our GoCD Kubernetes integration. Run GoCD natively on Kubernetes, define your build workflow and let GoCD provision and scale build infrastructure on the fly. GoCD sponsor Does ActionCable Smell Like Rails? — How ActionCable solves the WebSocket problem in both a Rails and not-so-much-Rails way. Noah Gibbs The Ultimate Guide to HTTP Requests in Ruby — Learn how to make a simple HTTP request using net/http, send SSL requests, submit data using a POST request and more. Jesus Castello Postgres Weekly: Our Weekly PostgreSQL Newsletter — It’s been a while since we’ve mentioned it here, but as we know many Rubyists are also Postgres users, did you know we have a Postgres newsletter too? :-) Check out the latest issue and see if it’d be helpful for you. Cooperpress Best Practices using Pundit for Authorization in Rails — Once you need to constrain what certain users can do in your application, Pundit and these tips should make it a snap. Akshay Sasidharan 💻 Jobs Senior Software Engineer - Germany or Remote — Join virtualQ and work on an innovative, award winning product using top-notch technology like machine learning, AI and voice automation. virtualQ Senior Database Engineer, Remote — GitLab is a company based on the GitLab open-source project. Our database engineer is a hybrid role: part developer, part database expert. GitLab Find A Ruby Job Through Vettery — Vettery specializes in dev roles and is completely free for job seekers. Create a profile to get started. Vettery 📘 Tutorials Ruby 2.6 Adds 'write_timeout' to Net::HTTP — Kinda seems like this is overdue, no? Taha Husain Advanced Client Stubbing in AWS SDK for Ruby v3 — The ability to stub client responses in the AWS SDK is much enhanced, allowing for dynamic responses without having to sacrifice test stability. Amazon Web Services How Ruby String Encoding Benefits Developers — Daniel is adding Ruby’s encoding support to Rutie, a Rust-to-Ruby-to-Rust library, and shares his learnings about how Ruby handles encoding here. Daniel P. Clark How to Configure RSpec in Rails — Aimed at beginners. Tomas Valent 🔧 Code & Tools Fakerbot: Quickly Look Up Faker Methods from the Terminal — A tool to make it easier to pick the right Faker method to generate the fake data you need. Austin Kabiru Monitor and Analyze Ruby Application Performance with Datadog — Search and analyze distributed traces to quickly resolve Ruby app performance issues. Start a free trial. Datadog sponsor TTY::PieChart: Draw Pie Charts on Your Terminal Piotr Murach csvpack: Work with Tabular Data Packages using CSV — Work with CSV files in an Active Record fashion using the ‘tabular data package’ structure which adds schema information. CSV, V:1.1 Roo: Read All Common Spreadsheet File Formats in Ruby Daniels, Simonov, et al. wavefile: A Gem for Reading and Writing .wav Sound Files Joel Strait Manifold Is the Marketplace for Independent Developer Services Manifold sponsor BitArray: Pure Ruby Bit Array/Bitfield Implementation Peter Cooper CIBYL: Lightweight Language Which Compiles to Ruby and Crystal — The syntax is a bit C-like and it has some whitespace/alignment rules. Eric Pelzer https://rubyweekly.com/issues/412#source%3Dgooglier%2Ecom#https%3A%2F%2Fgooglier%2Ecom%2Fpage%2F2018-08-16%2F1778680 Machine Learning Engineer Have impactful contributions to the different components of our state of the art machine learning platform - fulfilling our mission to democratize ML across Careem You have (more) p Login for more job information and to Apply https://www.alarabiya.com/jobs/vacancies/UAE/Machine-Learning-Engineer-1629691.html#source%3Dgooglier%2Ecom#https%3A%2F%2Fgooglier%2Ecom%2Fpage%2F2018-08-16%2F1776560