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Home > Programming Throwdown > 151: Machine Learning Engineering with Liran Hason


	Podcast:		Programming Throwdown
	Episode:		151: Machine Learning Engineering with Liran Hason
	Category:		Education
	Duration:		01:18:03
	Publish Date:		2023-02-13 16:00:00
	Description:		Machine Learning Engineer is one of the fastest growing professions on the planet. Liran Hason, co-founder and CEO of Aporia, joins us to discuss this new field and how folks can learn the skills and gain the experience needed to become an ML Engineer! 00:00:59 Introductions 00:01:44 How Liran got started making websites 00:07:03 College advice for getting involved in real-world experience 00:12:51 Jumping into the unknown 00:15:22 ML engineering 00:20:50 The missing part in data science development 00:29:16 How to build skills in the ML space 00:37:01 A horror story 00:41:34 Model loading questions 00:47:36 Must-have skills in an ML resume 00:50:41 Deciding about data science 00:59:08 Rust 01:06:27 How Aporia contributes to the data science space 01:14:26 Working at Aporia 01:16:53 Farewells Resources mentioned in this episode: Links: Liran Hason: Linkedin: https://www.linkedin.com/in/hasuni/ Aporia: Website: https://www.aporia.com/ Twitter: https://twitter.com/aporiaai Linkedin: https://www.linkedin.com/company/aporiaai/ Github: https://github.com/aporia-ai The Mom Test (Amazon): Paperback: https://www.amazon.com/Mom-Test-customers-business-everyone/dp/1492180742 Audiobook: https://www.amazon.com/The-Mom-Test-Rob-Fitzpatrick-audiobook/dp/B07RJZKZ7F References: Shadow Mode: https://christophergs.com/machine%20learning/2019/03/30/deploying-machine-learning-applications-in-shadow-mode/ Blue-green deployment: https://en.wikipedia.org/wiki/Blue-green_deployment Coursera ML Specialization (Stanford): https://www.coursera.org/specializations/machine-learning-introduction Auto-retraining: https://neptune.ai/blog/retraining-model-during-deployment-continuous-training-continuous-testing If you’ve enjoyed this episode, you can listen to more on Programming Throwdown’s website: https://www.programmingthrowdown.com/ Reach out to us via email: programmingthrowdown@gmail.com You can also follow Programming Throwdown on Facebook \| Apple Podcasts \| Spotify \| Player.FM Join the discussion on our Discord Help support Programming Throwdown through our Patreon ★ Support this podcast on Patreon ★
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