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A community of practice (CoP) is usually a group of people with similar skills and interests who share knowledge, make joint decisions, solve problems together, and improve a practice.12 Communities of practice are cultivated for their potential to influence the knowledge culture5,6,7 and bring value for individuals, teams, projects, and organization as the whole. Knowledge exchange in CoPs is ena
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Competing with Unicorns: How the Worldâs Best Companies Ship Software and Work Differently The Agile Samuraiã®ä½è ã§ããSpotifyã«ããã¦Agile Coachã¨EngineerãåªããJonathan Rasmussonã«ããæ¬ï¼æ¬æ¸ã¯Unicornãããã¯Tech companyãã©ã®ããã«ãã¼ã ãã¤ããï¼çµç¹ãã¹ã±ã¼ã«ããï¼æåãä½ã£ã¦ããã®ãã«ã¤ãã¦æ¸ãã¦ããï¼ã¿ã¤ãã«ã«Unicornã¨ããè¤æ°ã®ä¼æ¥ãæ±ã£ã¦ãããã«è¦ãããï¼åºæ¬çã«ã¯ä½è ã®Spotifyã«ãããä½é¨ãåºã«ãªã£ã¦ããSpotifyã®è©±ãä¸å¿ã«ãªã£ã¦ããï¼ ãªãMicroservicesã?ã§ã¯Microservicesã®æçµã´ã¼ã«ã¯çµç¹ã«ããã¨æ¸ããï¼ããã¯å ±éã®è¦è§£ï¼ã®ã¯ãï¼ã§ããä¸æ¹ã§ï¼Microse
How We Improved Data Discovery for Data Scientists at Spotify At Spotify, we believe strongly in data-informed decision making. Whether weâre considering a big shift in our product strategy or weâre making a relatively quick decision about which track to add to one of our editorially-programmed playlists, data provides a foundation for sound decision making. An insight is a conclusion drawn from d
The Winding Road to Better Machine Learning Infrastructure Through Tensorflow Extended and Kubeflow When Spotify launched in 2008 in Sweden, and in 2011 in the United States, people were amazed that they could access almost the worldâs entire music catalog instantaneously. The experience felt like magic and as a result, music aficionados dug in and organized that content into millions of unique pl
Too Long; Didn't ReadThis Mondayâââjust like every Mondayâ over 100 million Spotify users found a fresh new playlist waiting for them. Itâs a custom mixtape of 30 songs theyâve never listened to before but will probably love. Itâs called Discover Weekly<em>, </em>and itâs pretty much magic. The science behind personalized music recommendations This Mondayâââjust like every Mondayâ over 100 mi
1. Shortening the Feedback Loop HowSpotifyâsBigDataEcosystemHas EvolvedtoLeverageActionableInsights Josh Baer ([email protected]) Note: opinions expressed in these slides are the authors and not necessarilythose of Spotify 2. Who am I? ⢠Technical Product Owner at Spotify ⢠Working with fast processing infrastructure ⢠Previously, building out Spotifyâs 2500 node Hadoop cluster @l_phant
Editorâs Note: This blog post was written by Nicholas Harteau/VP, Engineering & Infrastructure âââ As a company most often associated with amazing music recommendations and awesome parties (not to mention life-changing employee benefits), itâs rare that we get to talk about the exciting world of technical infrastructure â the real power behind the music â but today is special. Today we are announc
Spotifyãæ´»ç¨ãããGoogle Cloud Platformã®VPCæ©è½ã¨ã¯ï¼Google Cloud Next 17ã§ç¥ãã°ã¼ã°ã«ã®ã¯ã©ã¦ãï¼1ï¼ Spotifyã¯ãGoogle Cloud Platformã¸ã®ç§»è¡ä½æ¥ãé²ãã¦ããã移è¡ã«å½ãã£ã¦ã¯ãåãµã¼ãã¹ã®ä»®æ³ãããã¯ã¼ã¯ã»ã°ã¡ã³ãéç¨æ©è½ãæ´»ç¨ãã¦ããã¨ãããããã«ã¤ãã¦ãç±³ã°ã¼ã°ã«ã¨Spotifyã®æ å½è ã説æããã é³æ¥½ã¹ããªã¼ãã³ã°ãµã¼ãã¹ã®Spotifyã¯ãã°ã¼ã°ã«ã®ãããªãã¯ã¯ã©ã¦ããµã¼ãã¹ãGoogle Cloud Platformï¼ä»¥ä¸ãGCPï¼ãã®é¡§å®¢ã®1社ã¨ãã¦ç¥ããã¦ããã2016å¹´2æã«ã¯ãAnnouncing Spotify Infrastructureâs Googley Futureï¼Spotifyã¤ã³ãã©ã®ã°ã¼ã°ã«çãªæªæ¥ã«ã¤ãã¦ï¼ãã¨ããããã°ãã¹ãã§ããThis is a big dea
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