tag:engineers.sg,2005:/episodes?page=35Engineers.SG2024-03-19T13:42:01Ztag:engineers.sg,2005:Episode/35642019-07-24T07:14:02Z2024-03-19T08:01:35ZTaking Recommendation to the Masses | Microsoft<iframe width="560" height="315" src="https://www.youtube.com/embed/cG6PqqMSo0w" frameborder="0" allowfullscreen></iframe><p>Get the slides: <a href="https://www.datacouncil.ai/talks/taking-recommendation-to-the-masses?hsLang=en">https://www.datacouncil.ai/talks/taking-recommendation-to-the-masses?hsLang=en</a></p>
<p>ABOUT THE TALK</p>
<p>Recent decades have witnessed a great proliferation of recommendation systems. The technology has brought significant benefits to many business verticals. From earlier algorithms such as similarity-based collaborative filtering to the latest deep neural network-based methods, recommendation technologies have evolved dramatically. To a certain extent, this makes it challenging for practitioners to select and customize the optimal algorithms for a specific business scenario. In addition, operations such as data pre-processing, model evaluation and system operationalization play a significant role in the lifecycle of developing a recommendation system; however, they are often neglected by practitioners.</p>
<p>Based on extensive experience in productization of recommendation systems in a variety of real-world application domains, this talk will review and demonstrate the main key tasks in building recommendation systems. It will present best practices and provide examples of democratizing recommendation systems for every organization and the wider community.</p>
<p>Open source GitHub repository Microsoft/Recommenders (<a href="https://github.com/Microsoft/Recommenders">https://github.com/Microsoft/Recommenders</a>) will be used for the hands-on practice. This repository, where the key topics are shared as Jupyter notebooks and a utility function codebase, is designed to help data scientists quickly grasp basic concepts in a hands-on fashion. It has gained good visibility within the community, with more than 3,600 stars on GitHub. The best practice examples shared in the repository are meant to help developers, scientists or researchers to quickly build production-ready recommendation systems as well as to prototype novel ideas using the provided utility functions. The talk will walk through several recommendation algorithms in order to provide an in-depth understanding of the available techniques.</p>
<p>ABOUT THE SPEAKER</p>
<p>Le is Data Scientist with Microsoft Cloud and Artificial Intelligence. He has extensive experience on applying the cutting-edge machine learning and artificial intelligence technology to accelerate digital transformation for enterprises and start-ups. He has helped numerous corporations to develop and build enterprise-grade scalable advanced data analytical system, for scenarios of smart manufacturing, predictive maintenance, financial services, e-commerce, human resource analytics, etc. He specialises in cloud computing, big data technologies, and machine learning. He is proficient in R and Python.</p>
<p>Le is a frequent speaker at industrial and academic conferences and community meetups. He enjoys sharing knowledge and learning from people.</p>
<p>ABOUT DATA COUNCIL:
<br>Data Council (<a href="https://www.datacouncil.ai/">https://www.datacouncil.ai/</a>) is a community and conference series that provides data professionals with the learning and networking opportunities they need to grow their careers. Make sure to subscribe to our channel for more videos, including DC_THURS, our series of live online interviews with leading data professionals from top open source projects and startups. </p>
<p>FOLLOW DATA COUNCIL:
<br>Twitter: <a href="https://twitter.com/DataCouncilAI">https://twitter.com/DataCouncilAI</a>
<br>LinkedIn: <a href="https://www.linkedin.com/company/datacouncil-ai">https://www.linkedin.com/company/datacouncil-ai</a>
<br>Facebook: <a href="https://www.facebook.com/datacouncilai">https://www.facebook.com/datacouncilai</a>
<br>Eventbrite: <a href="https://www.eventbrite.com/o/data-council-30357384520">https://www.eventbrite.com/o/data-council-30357384520</a></p>Engineers.SGtag:engineers.sg,2005:Episode/35632019-07-24T06:56:59Z2024-03-10T10:00:39ZScaling Data Science Teams: Twitter's Perspective | Twitter<iframe width="560" height="315" src="https://www.youtube.com/embed/-KRCWMqPUek" frameborder="0" allowfullscreen></iframe><p>Get the slides: <a href="https://www.datacouncil.ai/talks/scaling-data-science?hsLang=en">https://www.datacouncil.ai/talks/scaling-data-science?hsLang=en</a></p>
<p>ABOUT THE TALK</p>
<p>Twitter’s data science organization has grown from 15 people in 2016 to 80 people by the end of this year. In this talk, Miguel Ríos, head of Consumer Data Science at Twitter, will present how they used data and engineering-driven processes to expand their organization globally, the lessons they learned along the way, and the ongoing challenges they face as they prepare for future growth.</p>
<p>ABOUT THE SPEAKER</p>
<p>Miguel Ríos-Berríos leads the Consumer Data Science organization at Twitter, a global team of 70+ data scientists, engineers, and analysts working on understanding how people use Twitter. Since joining Twitter as an intern in 2010, Miguel has led multiple efforts in the company, mostly building products & services that extract and highlight insights from Twitter's complex datasets.</p>
<p>Before Twitter, Miguel worked as a Researcher in UMD's Human-Computer Interaction Lab. He has a BS in Computer Engineering. He was born and raised in Barranquitas, Puerto Rico, and has a B.S. in Computer Engineering from the University of Puerto Rico, Mayagüez.</p>
<p>ABOUT DATA COUNCIL:
<br>Data Council (<a href="https://www.datacouncil.ai/">https://www.datacouncil.ai/</a>) is a community and conference series that provides data professionals with the learning and networking opportunities they need to grow their careers. Make sure to subscribe to our channel for more videos, including DC_THURS, our series of live online interviews with leading data professionals from top open source projects and startups. </p>
<p>FOLLOW DATA COUNCIL:
<br>Twitter: <a href="https://twitter.com/DataCouncilAI">https://twitter.com/DataCouncilAI</a>
<br>LinkedIn: <a href="https://www.linkedin.com/company/datacouncil-ai">https://www.linkedin.com/company/datacouncil-ai</a>
<br>Facebook: <a href="https://www.facebook.com/datacouncilai">https://www.facebook.com/datacouncilai</a>
<br>Eventbrite: <a href="https://www.eventbrite.com/o/data-council-30357384520">https://www.eventbrite.com/o/data-council-30357384520</a></p>Engineers.SGtag:engineers.sg,2005:Episode/35582019-07-20T01:45:16Z2024-03-13T01:01:35ZMy pilot training journey and lessons - Junior Developers Singapore<iframe width="560" height="315" src="https://www.youtube.com/embed/3-xfOrkS5-A" frameborder="0" allowfullscreen></iframe><p>Speaker: Yeo Kheng Meng</p>
<p>Event Page: <a href="https://www.meetup.com/Junior-Developers-Singapore/events/262726658/">https://www.meetup.com/Junior-Developers-Singapore/events/262726658/</a></p>
<p>Produced by Engineers.SG
<br>Recorded by: Michael</p>
<p>Help us caption & translate this video!</p>
<p><a href="https://amara.org/v/qM6E/">https://amara.org/v/qM6E/</a></p>Yeo Kheng Mengtag:engineers.sg,2005:Episode/35562019-07-19T16:06:37Z2023-11-02T09:01:14ZAnnouncing JuniorDevSG Mentoring Program - Junior Developers Singapore<iframe width="560" height="315" src="https://www.youtube.com/embed/Eq6fXOJpMhE" frameborder="0" allowfullscreen></iframe><p>Speaker: Michael Cheng</p>
<p>Slides: <a href="http://bit.ly/jdsg-mentoring-program-2019">http://bit.ly/jdsg-mentoring-program-2019</a>
<br>Mentee Signup Form: <a href="http://bit.ly/jdsg-mentee-signup-2019">http://bit.ly/jdsg-mentee-signup-2019</a>
<br>Mentor Signup Form: <a href="http://bit.ly/jdsg-mentor-signup-2019">http://bit.ly/jdsg-mentor-signup-2019</a> </p>
<p>Event Page: <a href="https://www.meetup.com/Junior-Developers-Singapore/events/262726658/">https://www.meetup.com/Junior-Developers-Singapore/events/262726658/</a></p>
<p>Produced by Engineers.SG</p>
<p>Help us caption & translate this video!</p>
<p><a href="https://amara.org/v/qJJq/">https://amara.org/v/qJJq/</a></p>Michael Chengtag:engineers.sg,2005:Episode/35572019-07-19T16:03:11Z2023-04-05T06:01:52ZMy experience contributing to Open Source Projects thru Agile Ventures - Junior Developers Singapore<iframe width="560" height="315" src="https://www.youtube.com/embed/sewQcDYkwjs" frameborder="0" allowfullscreen></iframe><p>Speaker: Lian Tong Wei</p>
<p><a href="https://www.linkedin.com/in/tong-wei-lian-942097b8">https://www.linkedin.com/in/tong-wei-lian-942097b8</a>
<br><a href="https://www.agileventures.org">https://www.agileventures.org</a></p>
<p>Event Page: <a href="https://www.meetup.com/Junior-Developers-Singapore/events/262726658/">https://www.meetup.com/Junior-Developers-Singapore/events/262726658/</a></p>
<p>Produced by Engineers.SG
<br>Recorded by: Michael</p>
<p>Help us caption & translate this video!</p>
<p><a href="https://amara.org/v/qJJr/">https://amara.org/v/qJJr/</a></p>Engineers.SGtag:engineers.sg,2005:Episode/35552019-07-18T02:33:09Z2020-11-30T13:02:27ZCalvin Cheng on Non-blockchain DLTs - S01E10P04 - Finale - DApps Dev Club<iframe width="560" height="315" src="https://www.youtube.com/embed/yYFnpM7f3cY" frameborder="0" allowfullscreen></iframe><p><a href="https://dappsdev.org/">https://dappsdev.org/</a></p>Engineers.SGtag:engineers.sg,2005:Episode/35532019-07-16T13:49:55Z2024-01-09T03:01:17ZWorkshop: Model Deployment to IoT device<iframe width="560" height="315" src="https://www.youtube.com/embed/wM6I00fmgxM" frameborder="0" allowfullscreen></iframe><p>Speaker: Paul Lorett Amazona</p>
<p>In this workshop, Paul provides a walk-through on deploying model trained from TensorFlow to an IoT device equipped with Coral, an USB accelerator accessory with Edge TPU.</p>
<p>For full text on the walk-through to this workshop: <a href="https://github.com/bigdatasg/ai_from_data_to_device/blob/master/module03_iot.md">https://github.com/bigdatasg/ai_from_data_to_device/blob/master/module03_iot.md</a></p>
<p>Event: Google I/O Recap 2019 Singapore AI - From Model to Device by BigDataX</p>
<p>Event Page: <a href="https://www.meetup.com/BigDataX/events/262196916/">https://www.meetup.com/BigDataX/events/262196916/</a> </p>
<p>Produced by Engineers.SG</p>
<p>Help us caption & translate this video!</p>
<p><a href="https://amara.org/v/qDUw/">https://amara.org/v/qDUw/</a></p>Engineers.SGtag:engineers.sg,2005:Episode/35542019-07-16T13:43:18Z2023-08-12T02:01:49ZTensorFlow Extended (TFX): Machine Learning Pipelines<iframe width="560" height="315" src="https://www.youtube.com/embed/Yic3OUtrQD0" frameborder="0" allowfullscreen></iframe><p>Speaker: Martin Andrews</p>
<p>Event: Google I/O Recap 2019 Singapore AI - From Model to Device by BigDataX</p>
<p>Event Page: <a href="https://www.meetup.com/BigDataX/events/262196916/">https://www.meetup.com/BigDataX/events/262196916/</a></p>
<p>Produced by Engineers.SG</p>
<p>Help us caption & translate this video!</p>
<p><a href="https://amara.org/v/qDUx/">https://amara.org/v/qDUx/</a></p>Engineers.SGtag:engineers.sg,2005:Episode/35522019-07-16T03:45:00Z2019-08-06T05:02:41ZWong Wai Chung on Verifiable Credentials - S01E10P03 - Finale - DApps Dev Club<iframe width="560" height="315" src="https://www.youtube.com/embed/B2RAqCWgk-s" frameborder="0" allowfullscreen></iframe><p><a href="https://dappsdev.org/">https://dappsdev.org/</a></p>Engineers.SGtag:engineers.sg,2005:Episode/35512019-07-13T16:58:46Z2021-08-01T02:02:49ZThomas Lee on Permissioned Networks - S01E10P02 - Finale - DApps Dev Club<iframe width="560" height="315" src="https://www.youtube.com/embed/rGKeIpAStMM" frameborder="0" allowfullscreen></iframe><p><a href="https://dappsdev.org/">https://dappsdev.org/</a></p>Engineers.SGtag:engineers.sg,2005:Episode/35502019-07-13T08:32:10Z2020-11-30T12:05:11ZIntro & Hackathons - S01E10P01 - Finale - DApps Dev Club<iframe width="560" height="315" src="https://www.youtube.com/embed/JJuJmqR4iRM" frameborder="0" allowfullscreen></iframe><p><a href="https://dappsdev.org/">https://dappsdev.org/</a></p>Engineers.SGtag:engineers.sg,2005:Episode/35492019-07-11T16:04:07Z2024-03-19T13:00:59ZZero Knowledge Secret Sharing: Securely Digitizing the Singapore Government - EngineRoom 🇸🇬<iframe width="560" height="315" src="https://www.youtube.com/embed/V29TkJOHlH4" frameborder="0" allowfullscreen></iframe><p>Speaker: Li Hongyi</p>
<p>Hong Yi leads a team of engineers, designers, and product managers who build technology for the public good. Projects they work on include Parking.sg – an app to replace parking coupons, and Data.gov.sg – the government’s open data repository. He believes in working on real problems, building for the user, and pushing for change. Prior to joining the government, Hongyi worked at Google on the distributed databases and image search teams. He previously attended MIT where he obtained degrees in computer science and economics. In his free time he works on personal projects like typographing.com and chatlet.com</p>
<p>Event Page: <a href="https://engineroom.rocks/meetup/second/2019/07/10/meetup-2/">https://engineroom.rocks/meetup/second/2019/07/10/meetup-2/</a></p>
<p>Produced by Engineers.SG
<br>Recorded by: Michael</p>
<p>Help us caption & translate this video!</p>
<p><a href="https://amara.org/v/pyBW/">https://amara.org/v/pyBW/</a></p>Li Hongyitag:engineers.sg,2005:Episode/35472019-07-11T14:05:17Z2023-08-26T16:01:42ZIntroduction to Functional Programming in Python - Singapore Python User Group<iframe width="560" height="315" src="https://www.youtube.com/embed/NFrm8v4D7Wk" frameborder="0" allowfullscreen></iframe><p>Speaker: Chang HaiBin</p>
<p>We will discuss basic techniques of functional programming in Python, and demonstrate functional-style of writing code using sample problems from Project Euler.</p>
<p>Chang HaiBin is a data engineer working at a hedge fund. Previously he was a financial engineer at Numerical Technologies, and a business analyst at US-Mattress.</p>
<p>Event Page: <a href="https://www.meetup.com/Singapore-Python-User-Group/events/262961582/">https://www.meetup.com/Singapore-Python-User-Group/events/262961582/</a></p>
<p>Produced by Engineers.SG</p>
<p>Help us caption & translate this video!</p>
<p><a href="https://amara.org/v/pxzm/">https://amara.org/v/pxzm/</a></p>Engineers.SGtag:engineers.sg,2005:Episode/35482019-07-11T14:02:43Z2023-03-20T06:02:42ZWhy You Shouldn't Care About Security - Singapore Python User Group<iframe width="560" height="315" src="https://www.youtube.com/embed/YveDcqJOTh4" frameborder="0" allowfullscreen></iframe><p>Speaker: Ben Dechrai</p>
<p>API development is fun! But password security is boring. It's also harder than you'd think. Find out how to ramp up your development productivity, and concentrate on the core purpose of your product, by adding OAuth and OpenID Connect support, and leaving the identity and security to a dedicated identity management platform.</p>
<p>Ben Dechrai is a technologist with a staunch focus on security and privacy. This started at the age of 11, when he wrote software to stop his mum from breaking the family PC, and resulted in his working as a developer advocate for Auth0. He enjoys helping developers find the joy of experimentation, from ethical skulduggery to subversive automation, and can be found on Twitter and Instagram at @bendechrai.</p>
<p>Event Page: <a href="https://www.meetup.com/Singapore-Python-User-Group/events/262961582/">https://www.meetup.com/Singapore-Python-User-Group/events/262961582/</a></p>
<p>Produced by Engineers.SG</p>
<p>Help us caption & translate this video!</p>
<p><a href="https://amara.org/v/pxzn/">https://amara.org/v/pxzn/</a></p>Engineers.SGtag:engineers.sg,2005:Episode/35462019-07-10T16:07:59Z2021-12-24T08:02:34ZSplit - EngineRoom 🇸🇬<iframe width="560" height="315" src="https://www.youtube.com/embed/em7KIxSWA5U" frameborder="0" allowfullscreen></iframe><p>Shared by: Marcia Ong & Vishvesh Suriyanarayanan</p>
<p>The world is missing out on a lot of travellers, and travellers are missing out on a lot of the world, Split makes travel more accessible by enabling travel companies to easily offer instalments as a payment option.</p>
<p>Marcia is an independent learner and tech enthusiast with 3 years of full-stack development experience. His passion lies in building complex products that scale. At age 19, he worked on projects for large organisations such as OCBC and Singapore Institute of Technology. He aims to develop fresh content in the field of software development and artificial intelligence. In his free time, he works on open source utility projects that automate manual workflows and self-learning on the financial markets.</p>
<p>As a software-engineer-turned-product-manager-turned-entrepreneur, Vish’s career has revolved around designing and building products and solutions that aim to solve real-world challenges. He currently leads product and engineering at Split, a young Singapore-born startup that aims to make travel more accessible by enabling travellers to pay for their trips in instalments. Before choosing the shoestring budget life, Vish led a team of software engineers and designers at O2O platform Fave, to develop and launch their FavePay and FaveBiz products. In his free time, he works on IoT projects, mentors young entrepreneurs, and binges on Dragon Ball Z reruns</p>
<p>Event Page: <a href="https://engineroom.rocks/meetup/second/2019/07/10/meetup-2/">https://engineroom.rocks/meetup/second/2019/07/10/meetup-2/</a></p>
<p>Produced by Engineers.SG
<br>Recorded by: Michael</p>
<p>Help us caption & translate this video!</p>
<p><a href="https://amara.org/v/pwwQ/">https://amara.org/v/pwwQ/</a></p>Engineers.SGtag:engineers.sg,2005:Episode/39852019-07-05T05:58:58Z2024-03-06T06:01:39ZWhy another framework (Svelte & Stencil) - Chenchen - Featured Talks<iframe width="560" height="315" src="https://www.youtube.com/embed/2GWBRWUkzHI" frameborder="0" allowfullscreen></iframe><p>Shopee React Knowledgeable is a talk series that focuses on the sharing of technology, ideas, and experiences of a Shopee engineer.</p>
<p>⚡ (Lightning) talks are short and focused speeches that require presenters to complete their talks in 7 minutes or less. </p>
<p>Featured talks are discussions that deep dives into topics.</p>Engineers.SGtag:engineers.sg,2005:Episode/35432019-07-04T12:25:41Z2023-11-09T20:00:39ZSecret Sauce to Microservices Management & Role of API Management - Singapore Kubernetes User Group<iframe width="560" height="315" src="https://www.youtube.com/embed/9C3cM2SZpLE" frameborder="0" allowfullscreen></iframe><p>Speaker: Anil Sagar, Pre-Sales Engineer at Google</p>
<p>Session Details:
<br>Microservices - Challenges
<br>Emergence of new Pattern - Service Mesh
<br>Microservices + APIs
<br>Demo</p>
<p>Apigee Corp. is company providing API management and predictive analytics software.</p>
<p>Event Page: <a href="https://www.meetup.com/Singapore-Kubernetes-User-Group/events/261889093/">https://www.meetup.com/Singapore-Kubernetes-User-Group/events/261889093/</a></p>
<p>Produced by Engineers.SG
<br>Recorded by: Sabrina & Michael</p>
<p>Help us caption & translate this video!</p>
<p><a href="https://amara.org/v/pnn4/">https://amara.org/v/pnn4/</a></p>Engineers.SGtag:engineers.sg,2005:Episode/35442019-07-04T11:41:03Z2023-07-06T11:00:43Z7 tips and tricks to enjoying your Kubernetes journey - Singapore Kubernetes User Group<iframe width="560" height="315" src="https://www.youtube.com/embed/xwb5MfcTjLc" frameborder="0" allowfullscreen></iframe><p>Speaker: Daniele Polencic</p>
<p>Slides for my talk: <a href="https://speakerdeck.com/danielepolencic/7-tips-and-tricks-on-how-to-make-the-most-of-your-kubernetes-journey">https://speakerdeck.com/danielepolencic/7-tips-and-tricks-on-how-to-make-the-most-of-your-kubernetes-journey</a></p>
<p>If you wish to try out Kubernetes, Learnk8s has a free course on developing and deploying applications. You can find it here: <a href="https://academy.learnk8s.io/knote">https://academy.learnk8s.io/knote</a></p>
<p>Event Page: <a href="https://www.meetup.com/Singapore-Kubernetes-User-Group/events/261889093/">https://www.meetup.com/Singapore-Kubernetes-User-Group/events/261889093/</a></p>
<p>Produced by Engineers.SG
<br>Recorded by: Sabrina & Michael</p>
<p>Help us caption & translate this video!</p>
<p><a href="https://amara.org/v/pnkW/">https://amara.org/v/pnkW/</a></p>Engineers.SG