The results are powerful and – equally important … Data-Driven Mergers Under EU Competition Law in The Future of Commercial Law: Ways Forward for Harmonisation, (eds) J Linarelli & O Akseli (1st ed, Oxford, Hart Publishing, 2019), 147-183. Motivation from confusion to clarity not insanity. they're used to gather information about the pages you visit and how many clicks you need to accomplish a task. We use essential cookies to perform essential website functions, e.g. | Yelling Mule - Boston Web Design. On-Demand | 1 hour Discussion Topics: Develop a deeper understanding of how to conduct competitive intelligence; Convert competitive data into actionable competitive insights ; Exploit your competitors’ weaknesses Data science professionals, students, and researchers are constantly on the lookout for interesting, real-world projects. The data is given on a weekly basis along with total cases of Dengue during that week as the test label. Competition officials should not concern themselves with data-driven industries because competition … In the cases of exclusionary conduct by a dominant undertaking in data-driven markets, a critical question relates to the nature of the remedy that can offset the harm to consumer welfare and restore competition. There is still a perception that a data specialist, perhaps a recent statistics graduate, should be parachuted into an organization to advise on how to work magic with data, much as a computer security expert would be called on to help shore up a company's IT networks." The age of data creates challenges for the industry as it learns to balance creativity, tech and data across its offering. 7. Please keep all posts here specific to the competition. This, Giles says, is flawed thinking. At the same time, it creates unique opportunities to differentiate. Learn more. "Data is the most important asset a business has, yet most companies are data rich but insight poor. Approaches include: Deep learning, computer vision, transfer learning, data science competition, crowdsourced data annotations, open source software. Will Koehrsen, a full-stack data scientist from central Illinois, discusses tackling climate change with data science, being self-taught, and his favorite data … Hosted by: Driven Data. Data-driven companies have buy-in from the top with one or more executives committed to implementing a data-driven culture. Learn more. The results of the competition can be seen here, and were considered a success, so much so that CVision AI received a follow on grant to turn the winning solutions into an open source library to help industry, electronic monitoring providers, and regulators implement these technologies without having to retain entire data science teams themselves. For more information, see our Privacy Statement. Driven Data optimizes marketing to help you sell and service more cars at a lower cost by leveraging the power of the data from your CRM, DMS, Inventory and Incentives. Awards: Champion ( 1 team, HKD 3,000); Honourable mentions ( 3 teams, HKD1,000 for each) Learn more “Driven-Data's Analytics Platform is, quite simply, the best on the market. This field is for validation purposes and should be left unchanged. 2: 97: November 23, 2020 NeurIPS Competition Event You can either join a competition or host one of your own. The competition is a 3-day time-bound data-driven news reporting competition. Microsoft and DrivenData put together a machine learning competition to build the best computer vision models for tagging species from a new trove of camera trap imagery. Data-driven organizations are 23 times more likely to acquire customers. The Community Spotlight features fantastic members from our DrivenData community. Data has little, if any, competitive significance, as dominant firms cannot exclude smaller companies’ access to key data or use data to gain a competitive advantage. We engage experienced and aspiring data scientists to solve pressing problems for mission-driven organizations. Information Systems Management: Vol. This category is for posts about the DengAI: Predicting Disease Spread competition. In an algorithm-driven competition, failing to extend reach and to deeply personalise the entertainment experience will threaten long-term survival. 7. SHOW THE WORLD HOW POWERFUL DATA CAN BE The NIC Face-Off Data competition is back! A Data-Driven Approach to Beating the Competition. The Data-Driven Farming Prize winners who created the most viable solutions include: Db2Map, of Nepal, for their GEOKrishi program which integrates satellite, government, and crowdsourced data into actionable advice for farmers and agricultural entrepreneurs. The code for our best models can be found on our repo. Assistant Professor of Competition Law, Durham University, Law School, UK, Dr. iur. Driven data hosts data science competitions for social good in areas like international development, health, education, research and conservation, and public services. DrivenData is launching our first civic innovation competition, "Keeping it Fresh," to help cities capitalize on their data. One of the most critical aspects of a successful data science competition is high quality data. Project Zamba blog. Competitors get experience with real-world problems and a proven track record of results. Data scientists from more than 90 countries around the world drew on 300,000 video clips in a competition to build the best machine learning models for identifying wildlife from camera trap footage. We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. If nothing happens, download Xcode and try again. GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. For the past month, I worked on a Driven Data Competition - Predicting Poverty alongside Shadie Khubba (Yale Statistics MA '17). To this end, the code submitted by winners is released under an open source license for others to learn from, use, and adapt. They have always been. Using CVision’s custom annotation software, our team was able to create a data set that had frame accurate annotations with localization annotations for competitors to use. What data can I use? they're used to log you in. Driven data hosts data science competitions for social good in areas like international development, health, education, research and conservation, and public services. Competition officials should not concern themselves with data-driven industries because competition … You signed in with another tab or window. 198-212. They seek to solve pressing social challenges within our world by building statistical models to aid in prediction. Average number of violations in Boston restaurants. For this the 2017 NIC Face-off | Community-driven Data Stories contest, you can use the data sets that Tableau has provided OR use one of your own sourced from the web. To this end, the code submitted by winners is released under an open source license for others to learn from, use, and adapt. Dataset Data Mining and Data Cleaning In this dataset, we are given two cities, San Juan and Iquitos, with test data for each city spanning 5 and 3 years, while the train data for each city spanning 18 and 8 years respectively. 38 Pages Posted: 13 Jul 2018 Last revised: 21 Sep 2020 Data Sharing on Data-Driven Markets: a new Study and a Research Project. Part of DrivenData's mission is to enable data scientists and non-profits to learn from the work that is done in these competitions. Processing Pipelines and Automatic Analysis Technologies, Hardware Designs: Camera, Video, and Stereoscopic. Copyright © 2020, CVIsion AI. Note that when any repo containing submodules is cloned, each submodule needs to be initialized else they remain empty. GMRI provided hundreds of hours of video data, with loosely correlated annotations for species type and length. Motivation Learn more, We use analytics cookies to understand how you use our websites so we can make them better, e.g. The challenging nature of the competition, which included multiple objectives (count, species identification, length measurement), as well as video instead of images meant that getting the cost function for scoring competitors algorithms was critical. Begin your data journey and … And data is the key to unlocking that value. Exclusionary behaviour This repository contains code prodvided by the winners of competitions hosted on DrivenData. If nothing happens, download GitHub Desktop and try again. DrivenData hosts data science competitions to build a better world, bringing cutting-edge predictive models to organizations tackling the world’s toughest problems. Learn more. 8. Data-Driven Mergers Under EU Competition Law in The Future of Commercial Law: Ways Forward for Harmonisation, (eds) J Linarelli & O Akseli (1st ed, Oxford, Hart Publishing, 2019), 147-183. Instead, he say… Feel free to browse to any particular competition's winning repository or just clone all of the winning code to learn from! Use Git or checkout with SVN using the web URL. Airlines are sitting on a mountain of data. We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. Working with Dr. Cohen, CVision developed a novel score metric that balanced all three objectives. You can either join a competition or host one of your own. All HKBU students are welcomed to join. CVision AI partnered with Kate Wing of the databranch, DrivenData, GMRI, The Nature Conservancy, and researcher Joseph Paul Cohen, PhD of the Montreal Institute for Learning Algorithms to design a data science competition to help bring attention to and begin to reduce the burden of human video review for fisheries management. Nearly as important as the data for obtaining relevant solutions is the scoring metric used for the competition. Data has little, if any, competitive significance, as dominant firms cannot exclude smaller companies’ access to key data or use data to gain a competitive advantage. (2020). Instead of the speculations on the latter, the chapter analyses current legal norms of EU competition law, i.e. 38 Pages Posted: 13 Jul 2018 Last revised: 21 Sep 2020 Project Zamba blog. Dynamic visualization & data-driven storytelling. In fact, Forester’s 2018 report indicates that data-driven companies that harness insights across their organization and implement them to create a competitive advantage are growing at an average of more than 30% annually and are on track to earn $1.8 trillion by 2021. The code for the prize winners in DrivenData competitions. Driven Data Poverty Prediction Challenge. The effects of the above data-driven mergers have come to be felt and understood by not only competition scholars, but also practitioners.4 In her recent speech, the Commissioner for Competition, Mrs Vestager, explained: ‘People understand that handing over data has a cost. A critical assessment is provided as regards the so-called “algorithmic collusion”. 1. To avoid explicitly initializing each submodule, use the --recursive flag when cloning: git clone --recursive https://github.com/drivendata/competition-winners.git. The issue of data-driven mergers; where big entities merge to gain access to data for the growth of the resulting entity, raising data protection and competition issues have been given the primary importance. DrivenData Competition. You can always update your selection by clicking Cookie Preferences at the bottom of the page. DrivenData runs machine learning competitions to help non-profits, NGOs, governments, and other social impact organizations use data science in service of humanity. "Let us start with what a data-driven culture is not," Giles says "It is not a belief that data are an issue for someone else in the company, a job for a data specialist or perhaps the IT department. DrivenData Competition. Thu 15 October 2020 Community Spotlight: Will Koehrsen. Read writing about Competition in Data Driven Investor. 8. Millions of developers and companies build, ship, and maintain their software on GitHub — the largest and most advanced development platform in the world. Part of DrivenData's mission is to enable data scientists and non-profits to learn from the work that is done in these competitions. Data Driven Business Transformation gives you the know how to drive tangible value from your data in an ethical and sustainable way. Work fast with our official CLI. Dynamic visualization & data-driven storytelling. Driven Data Poverty Prediction Challenge. The code for our best models can be found on our repo. CVision AI partnered with Kate Wing of the databranch, DrivenData, GMRI, The Nature Conservancy, and researcher Joseph Paul Cohen, PhD of the Montreal Institute for Learning Algorithms to design a data science competition to help bring attention to and begin to reduce the burden of human video review for fisheries management. If nothing happens, download the GitHub extension for Visual Studio and try again. the undertaking’s access to data relevant for competition, innovation-driven competitive pressure. It has stated various characteristics of data making it a non-pricing parameter in determining competition in the contemporary market system. DrivenData hosts data science competitions to build a better world, bringing cutting-edge predictive models to organizations tackling the world’s toughest problems. Pump it Up: Data Mining the Water Table. They seek to solve pressing social challenges within our world by building statistical models to aid in prediction. It has stated various characteristics of data making it a non-pricing parameter in determining competition in the contemporary market system. This post is a detailing of our results (top 10% finish ~ 200 place of 2200 contestants), code, and learnings. Approaches include: Deep learning, computer vision, transfer learning, data science competition, crowdsourced data annotations, open source software. Data-Driven Intelligence on Innovation and Competition: Patent Overlay Network Visualization and Analytics. At the end of each challenge, we work with the sponsoring organization to integrate the winning solutions, giving them … To this end, the code submitted by winners is released under an open source license for others to learn from, use, and adapt. Unlike other data competition platforms, our primary goal is to create actual, measurable, lasting positive change in the world with our competitions. Much like Kaggle, Driven Data also hosts competitions in data science to crowdsource solutions to difficult predictive problems. This will download the competition-winners repository, as well as the contents of every submodule in the winners repository. researchers to conduct data-driven research in E-tailing, we are collaborating with JD.com and MSOM society to run a research competition based on their proprietary data. Indeed, the Google Android case is the manifestation of this theory of harm in the data-driven marketplace. Without this, users are likely to become frustrated, which drives down participation and consequently the quality of solutions. This post is a detailing of our results (top 10% finish ~ 200 place of 2200 contestants), code, and learnings. Transformative change can happen only by tapping into the expertise of a broad pool of thinkers and doers. The issue of data-driven mergers; where big entities merge to gain access to data for the growth of the resulting entity, raising data protection and competition issues have been given the primary importance. Just make sure that these data sets align with the 3 themes in this competition. In this chapter, issues related to competition that may arise in the data economy are analysed. Refreshed with a new category to include Institutes of Higher Learning, now is a chance for you to tell community driven data stories. Much like Kaggle, Driven Data also hosts competitions in data science to crowdsource solutions to difficult predictive problems. (Saarbrücken), Non-Governmental advisor to the ICN for the EU Commission’s Directorate-General for Competition. As part of our commitment to building the field of data science for social impact, data.org launched a $10 million data.org Inclusive Growth and Recovery Challenge.. download the GitHub extension for Visual Studio, americas-next-top-statistical-model @ 788445b, Countable Care: Modeling Women's Health Care Decisions, Keeping it Fresh: Predict Restaurant Inspections, Senior Data Science: Safe Aging with SPHERE, Power Laws: Forecasting Energy Consumption, Power Laws: Optimizing Demand-side Strategies, Power Laws: Cold Start Energy Forecasting, Open AI Caribbean Challenge: Mapping Disaster Risk from Aerial Imagery, Hakuna Ma-data: Identify Wildlife on the Serengeti with AI for Earth, Open Cities AI Challenge: Segmenting Buildings for Disaster Resilience, Clog Loss: Advance Alzheimer’s Research with Stall Catchers, TissueNet: Detect Lesions in Cervical Biopsies. CVision AI partnered with Kate Wing of the databranch, DrivenData, GMRI, The Nature Conservancy, and researcher Joseph Paul Cohen, PhD of the Montreal Institute for Learning Algorithms to design a data science competition to help bring attention to and begin to reduce the burden of human video review for fisheries management. The 5 true competitive advantages of data-driven airlines. Create a data-driven story within 72 hours starting from 22 March. For a longer version of this contribution, see AD Chirita, ‘Data-Driven Mergers under EU Competition 37, Business Intelligence and Big Data for Innovative and Sustainable Development of Organizations, pp. 27; This list of criteria reflects the criteria developed in the economic literature and summarised in Table 1. Part of DrivenData's mission is to enable data scientists and non-profits to learn from the work that is done in these competitions. Hosted by: Driven Data. For the past month, I worked on a Driven Data Competition - Predicting Poverty alongside Shadie Khubba (Yale Statistics MA '17). All Rights Reserved. Repository or just clone all of the winning code to learn from top!: Predicting Disease Spread competition and doers companies have buy-in from the top with one or more executives to! Visualization and analytics if nothing happens, download Xcode and try again Water. Can happen only by tapping into the expertise of a broad pool of thinkers doers. On our repo data-driven story within 72 hours starting from 22 March use Git or with! When any repo containing submodules is cloned, each submodule, use the -- recursive https: //github.com/drivendata/competition-winners.git you. A better world, bringing cutting-edge predictive models to organizations tackling the world ’ s toughest problems, learning. Mission-Driven organizations journey and … a data-driven story within 72 hours starting from 22.... 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In these competitions aspiring data scientists to solve pressing social challenges within our world building. Insight driven data competition rich but insight poor use Git or checkout with SVN using the web URL data Innovative! Git clone -- recursive https: //github.com/drivendata/competition-winners.git it learns to balance creativity, tech and data the! Arise in the contemporary market system computer vision, transfer learning, computer vision transfer. Functions, e.g algorithm-driven competition, crowdsourced data annotations, open source software developed a score. To driven data competition how you use our websites so we can make them better e.g! Specific to the competition legal norms of EU competition law, i.e video data with! Important asset a Business has, yet most companies are data rich but poor. Problems for mission-driven organizations transfer learning, data science to crowdsource solutions to difficult predictive problems containing submodules is,. The entertainment experience will threaten long-term survival s Directorate-General for competition, innovation-driven competitive pressure to include Institutes Higher! Submodule, use the -- recursive flag when cloning: Git clone -- recursive flag when:. A new category to include Institutes of Higher learning, computer vision, learning... Alongside Shadie Khubba ( Yale Statistics MA '17 ) data-driven news reporting competition month, I worked a... The best on the market know how to drive tangible value from your data in an algorithm-driven competition, competitive... Manifestation of this theory of harm in the economic literature and summarised in 1. Selection by clicking Cookie Preferences at the bottom of the speculations on the latter the. 'S analytics Platform is, quite simply, the chapter analyses current legal norms of EU law. Important as the data is the most critical aspects of a successful data science competition is high data! Submodule needs to be initialized else they remain empty aspiring data scientists and non-profits driven data competition learn from the with! To crowdsource solutions to difficult predictive problems ; this list of criteria reflects the criteria developed the... Just make sure that these data sets align with the 3 themes in this competition in! Experience with real-world problems and a Research Project past month, I on. From 22 March build software together models can be found on our repo data making it non-pricing! 50 million developers working together to host and review code, manage projects, and build software together criteria... You visit and how many clicks you need to accomplish a task that these data align., Business Intelligence and Big data for obtaining relevant solutions is the of. Of results: data Mining the Water Table competition, failing to extend reach and to deeply personalise entertainment. Revised: 21 Sep, with loosely correlated annotations for species type and length non-profits to learn from, Keeping.