Seputar ML Ops | Machine Learning Operations | Vincent Tatan | Machine Learning Engineer Google

Seputar ML Ops | Machine Learning Operations | Vincent Tatan | Machine Learning Engineer Google

Channel:
Indonesia Indonesia Belajar
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Published on ● Video Link: https://www.youtube.com/watch?v=_8boH-R7Otc


Duration: 55:50
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Seputar ML Ops | Machine Learning Operations bersama Vincent Tatan | Machine Learning Engineer Google Singapore.

Hallo teman2 sobat Indonesia Belajar, kali ini channel Indonesia Belajar kedatangan tamu istimewa, yaitu Vincent Tatan. Bro Vincent adalah seorang Senior Machine Learning Engineer untuk Google Singapore. Di sesi podcast kali ini kita akan ajak Bro Vincent untuk bincang2 seputar ML Ops atau Machine Learning Operations.

Berikut adalah topik bahasan yang diangkat dalam sesi podcast ini:
00:00 - Intro
01:36 - Apa itu ML Ops | Machine Learning Operations
02:57 - Hubungan antara ML Ops dengan Data Engineering & Data Science
06:17 - Keseharian sebagai seorang Machine Learning Engineer di Google Singapore
07:53 - Awal mula terjun di bidang Data
10:49 - Machine Learning Engineering project yang berkesan
13:13 - Abuse fighting di Google
16:49 - Hubungan antara DevOps & ML Ops
24:50 - Teknologi yang digunakan dalam ML Ops
27:00 - Pertumbuhan kebutuhan tenaga ahli dalam bidang Machine Learning Engineering
30:37 - Tips untuk bisa tetap up to date dalam bidang Machine Learning
37:08 - Tips membangun portfolio
44:30 - Persiapan untuk berkarir di bidang Machine Learninig | Data Science
53:51 - Closing Statement

Reach-out Vincent Tatan:
- Linkedin: https://www.linkedin.com/in/vincenttatan/
- Twitter: https://twitter.com/VincentTatan
- Medium: https://medium.com/@vincentkernn

Links terkait:
- TensorFlow: https://www.tensorflow.org/
- TensorFlow Extended: https://www.tensorflow.org/tfx/
- Hidden Technical Debt in Machine Learning Systems: https://papers.nips.cc/paper/2015/file/86df7dcfd896fcaf2674f757a2463eba-Paper.pdf

Bagi teman-teman yang ingin mentraktir kami, silakan untuk memanfaatkan link Saweria berikut ini: https://saweria.co/belajaridn

Reach out Indonesia Belajar:
- Landing page: https://beacons.ai/belajarIDN
- Twitter: https://twitter.com/belajarIDN
- Discord server: https://discord.com/invite/ybWmMHCfrQ
- Merchandise: https://www.ciptaloka.com/+belajaridn/

Keywords:
- Vincent Tatan
- Google Singapore
- Machine Learning Operations
- Machine Learning Engineering
- Machine Learning Engineer
- Podcast Indonesia Belajar

#VincentTatan #MachineLearning #MLOps



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