tag:engineers.sg,2005:/episodes?page=74Engineers.SG2024-03-19T09:29:28Ztag:engineers.sg,2005:Episode/27502018-06-23T06:11:01Z2023-09-01T07:02:00ZBetter Care and Feeding of Machine Learning Models - PyCon APAC 2018<iframe width="560" height="315" src="https://www.youtube.com/embed/Fe8ICMb6jm4" frameborder="0" allowfullscreen></iframe><p>Speaker: Jeanne Choo, Engineer at AI Singapore</p>
<p>Traditional training and testing workflows for machine learning models neglect important features, namely: reproducibility, interpretability, retraining and lifecycle management. This talk explores these ideas, shares latest developments, then implements an end-to-end example.</p>
<p>Produced by Engineers.SG</p>Engineers.SGtag:engineers.sg,2005:Episode/27492018-06-23T06:10:57Z2024-03-15T12:01:22ZGloVe - Python for Word Representation - PyCon APAC 2018<iframe width="560" height="315" src="https://www.youtube.com/embed/Y8gKX5zMRyQ" frameborder="0" allowfullscreen></iframe><p>Speaker: Loveme Felicilda, Data Scientist at Ahrefs</p>
<p>The talk will show you how to use Glove-python, an implementation of Stanford's Global Vectors algorithm to represent words as numeric values (vectors) to generate word relationships. Word vector representations make mathematical operations on words possible.</p>
<p>Produced by Engineers.SG</p>Engineers.SGtag:engineers.sg,2005:Episode/27482018-06-23T06:10:51Z2024-02-08T09:01:28ZTeaching Computers ABCs: A Quick Intro to Natural Language Processing - PyCon APAC 2018<iframe width="560" height="315" src="https://www.youtube.com/embed/Qi6DflZzwdw" frameborder="0" allowfullscreen></iframe><p>Speaker: Lory Nunez, Data Scientist/Data Engineer at J.P. Morgan</p>
<p>Natural Language Processing (NLP) is a component of Artificial Intelligence. Knowledge of NLP can make unstructured text data add tremendous value to any application. We will go over basic NLP tasks, techniques and tools. We will end with an NLP app built from open source libraries.</p>
<p>Produced by Engineers.SG</p>Engineers.SGtag:engineers.sg,2005:Episode/27472018-06-23T06:10:45Z2023-12-19T07:01:30ZOpening Keynote - PyCon APAC 2018<iframe width="560" height="315" src="https://www.youtube.com/embed/GcyCWodqrKo" frameborder="0" allowfullscreen></iframe><p>Speaker: Katharine Jarmul, Founder at kjamistan</p>
<p>Produced by Engineers.SG</p>Engineers.SGtag:engineers.sg,2005:Episode/27332018-06-23T05:19:17Z2023-12-19T05:01:48ZOpening Address - Education Summit 2018<iframe width="560" height="315" src="https://www.youtube.com/embed/v2L2iYIH_vI" frameborder="0" allowfullscreen></iframe><p>Speaker: Dr Liew Beng Keat, Deputy Director at Republic Polytechnic, BDFL PyCon APAC</p>
<p>Produced by Engineers.SG</p>Engineers.SGtag:engineers.sg,2005:Episode/27462018-06-23T05:01:39Z2023-04-09T09:02:37ZCoderDojo @ SG - Education Summit 2018<iframe width="560" height="315" src="https://www.youtube.com/embed/me9RRg82tik" frameborder="0" allowfullscreen></iframe><p>Speaker: Mr Alvin Ho, CoderDojo @ Nee Soon East Community Club</p>
<p>Produced by Engineers.SG</p>Engineers.SGtag:engineers.sg,2005:Episode/27452018-06-23T04:57:04Z2023-08-09T04:01:26ZPython vs C - Experience in implementing data structures and algorithms - Education Summit 2018<iframe width="560" height="315" src="https://www.youtube.com/embed/PNmA4uQrm5A" frameborder="0" allowfullscreen></iframe><p>Speaker: Mr Tamim Shahriar, Engineering Manager, Grab, author of bestselling children programming books in Bangladesh</p>
<p>Produced by Engineers.SG</p>Engineers.SGtag:engineers.sg,2005:Episode/27442018-06-23T04:57:00Z2023-05-23T16:00:36ZPython for Experiential Learning in STEAM - Education Summit 2018<iframe width="560" height="315" src="https://www.youtube.com/embed/4GMJPgXLhQw" frameborder="0" allowfullscreen></iframe><p>Speaker: Mr Praveen Patil, Physics Lecturer at GSS Belgaum, maintainer of SPOSH Code2Learn repository</p>
<p>Produced by Engineers.SG</p>Engineers.SGtag:engineers.sg,2005:Episode/27432018-06-23T04:55:20Z2023-03-14T19:04:04ZExperiences in developing students for coding, data science and artificial intelligence<iframe width="560" height="315" src="https://www.youtube.com/embed/I2bFNBQM38M" frameborder="0" allowfullscreen></iframe><p>Speaker: Dr Chen Weiqiang, Lecturer at Eunoia Junior College</p>
<p>Produced by Engineers.SG</p>Engineers.SGtag:engineers.sg,2005:Episode/27422018-06-23T04:55:15Z2022-08-17T22:01:17ZGrowth in a Coding Classroom: A Mindset Perspective - Education Summit 2018<iframe width="560" height="315" src="https://www.youtube.com/embed/FYk4R12OwOI" frameborder="0" allowfullscreen></iframe><p>Speaker: Ms Juliana Ung, Founder and educator at LCCL Coding Academy</p>
<p>Produced by Engineers.SG</p>Engineers.SGtag:engineers.sg,2005:Episode/27412018-06-23T04:55:08Z2024-03-11T10:01:17ZTeaching AI Concepts with Python and Project Malmo - Education Summit 2018<iframe width="560" height="315" src="https://www.youtube.com/embed/HkZ_pbh5v3Y" frameborder="0" allowfullscreen></iframe><p>Speaker: Dr Melvin Zhang, Computational Thinkerer at Computational Thinkerers</p>
<p>Produced by Engineers.SG</p>Engineers.SGtag:engineers.sg,2005:Episode/27402018-06-23T04:55:01Z2023-05-14T17:01:07Z2D Challenge – Pedagogy for Multidisciplinary Computing Assignment - Education Summit 2018<iframe width="560" height="315" src="https://www.youtube.com/embed/uxxf2eIL4Hw" frameborder="0" allowfullscreen></iframe><p>Speaker: Dr Oka Kurniawan, Senior Lecturer at Singapore University of Technology and Design</p>
<p>Produced by Engineers.SG</p>Engineers.SGtag:engineers.sg,2005:Episode/27392018-06-23T04:54:55Z2021-10-22T12:02:02ZDigital World Evolved - Machine Learning Powered - Education Summit 2018<iframe width="560" height="315" src="https://www.youtube.com/embed/ompQCb9zKdw" frameborder="0" allowfullscreen></iframe><p>Speaker: Dr Norman Lee, Senior Lecturer at Singapore University of Technology and Design</p>
<p>Produced by Engineers.SG</p>Engineers.SGtag:engineers.sg,2005:Episode/27382018-06-23T04:54:51Z2024-03-17T14:00:58ZTeaching Python to Working Adults - Education Summit 2018<iframe width="560" height="315" src="https://www.youtube.com/embed/UEsX5-CCS64" frameborder="0" allowfullscreen></iframe><p>Speaker: Prof Ben Leong, Associate Professor at National University of Singapore, Director at MOE Experimental Systems & Technology Lab</p>
<p>Produced by Engineers.SG</p>Engineers.SGtag:engineers.sg,2005:Episode/27372018-06-23T04:54:45Z2024-02-09T14:00:33ZPushing CT to all(students, teachers & MOE?) - Education Summit 2018<iframe width="560" height="315" src="https://www.youtube.com/embed/QpnhE9HHa8E" frameborder="0" allowfullscreen></iframe><p>Speaker: Leong Hon Wai, Department of Computer Science, National University of Singapore</p>
<p>Produced by Engineers.SG</p>Engineers.SGtag:engineers.sg,2005:Episode/27362018-06-23T04:54:40Z2024-02-18T13:00:36ZComputing @ Zhonghua Secondary - Education Summit 2018<iframe width="560" height="315" src="https://www.youtube.com/embed/3Bp2cn6-Vto" frameborder="0" allowfullscreen></iframe><p>Speaker: Mr Calvin Heng, Computing teacher at Zhonghua Secondary School</p>
<p>Produced by Engineers.SG</p>Engineers.SGtag:engineers.sg,2005:Episode/27352018-06-23T04:54:34Z2024-02-14T00:01:30Zfrom python import magic - The Magic of Teaching Python using Python - Education Summit 2018<iframe width="560" height="315" src="https://www.youtube.com/embed/AYOFnSAVqG4" frameborder="0" allowfullscreen></iframe><p>Speaker: Mr Dean Ang Ngee Keng, Senior Computing Teacher at School of Science and Technology, Singapore</p>
<p>Produced by Engineers.SG</p>Engineers.SGtag:engineers.sg,2005:Episode/27342018-06-23T04:54:28Z2023-04-12T21:03:33ZLearning programming and problem solving through solving algorithm problems - Education Summit 2018<iframe width="560" height="315" src="https://www.youtube.com/embed/ig0eEjOGR2w" frameborder="0" allowfullscreen></iframe><p>Speaker: Mr Lee Tsung-Hsien, Staff Software Engineer at Toyota Research Institute, co-author of Elements of Programming Interviews in C++/Java/Python</p>
<p>Produced by Engineers.SG</p>Engineers.SG