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Advice From a Top 1% Machine Learning Engineer 

Exaltitude
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Advice from the Top 1%: Machine Learning Engineer at Netflix!
Want to crack the code for a successful career in Machine Learning?
This video is your exclusive chance to get insider advice from a Machine Learning Engineer at Netflix, one of the top companies in the world! We discuss essential skills to become a ML engineer, do you need a PhD to be a successful AI engineer, and many more secret tips for any seasoned software engineers or anyone interested in a career in Machine Learning.
Don't miss this opportunity to learn from the best of the best and take your Machine learning skills to the next level.
#machinelearning #AIengineer #MLengineer #Netflix #careeradvice #techcareers
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✅ FREE Study Plan to Learn AI/ML Engineering FAST with ChatGPT
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✅ The Ultimate Resume Handbook
www.exaltitude.io/resume-hand...
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🎙️Other videos you might be interested in
========================
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• Don’t Be An ML/AI Engi...
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I give advice for navigating your engineering career journey successfully. Checkout our newest course: Software Engineering Careers in the Age of AI
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⭐️About Jean
========================
Hi, I'm Jean, Founder of Exaltitude. I've been working in tech for the past 20 years as an engineer, an engineering manager, and a team builder. I was the 19th engineer at WhatsApp and worked with Facebook as an Engineering Manager for six years after the $19B acquisition. I'm excited to share the ins and outs of a Software Engineering career based on my experience as a hiring manager for top tech companies.
⭐️About Moumita
========================
Moumita Bhattacharya is a senior research scientist at Netflix, where she works on developing at-scale machine learning models for Search and Recommendation Systems. Prior to Netflix, she was a Senior Applied Scientist at Etsy, a two-sided marketplace. At Etsy, Moumita was tech leading a team that developed recommendation systems to show relevant products to Etsy users. Moumita has a PhD in Computer Science with a focus on Machine Learning and its applications in healthcare. She actively serves as Program Committees in several conferences. Moumita is also an adjunct faculty member at the Data Science Institute of the University of Delaware.
⭐️ Where to find Moumita Bhattacharya:
LinkedIn: / moumitab
Disclaimer: Any opinion shared during the talk is Moumita’s own and not related to her affiliation with any company.
Credits
========================
🖼️ All images, graphics, and b-roll videos used in this video were sourced from Canva.
Outline/Timestamp
========================
0:00 Intro
0:57 Getting Into AI
2:03 Do you need a PhD?
3:34 AI/ML Foundation
4:56 Grad School/PhD vs. Job?
6:22 Writing & Communication
9:51 Technical vs. Other skills?
11:39 Emerging Trends in AI/ML
13:25 Is it too late for Engineers?

Опубликовано:

 

31 май 2024

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Комментарии : 124   
@exaltitude
@exaltitude Месяц назад
📌 Get 10% off the upcoming course - Software Engineering Careers in the Age of AI - www.exaltitude.io/program?
@kparag01
@kparag01 11 дней назад
She reached the peak where few can reach
@dawnxchoo
@dawnxchoo Месяц назад
Moumita is so humble! Mad respect for her!
@millertime6
@millertime6 Месяц назад
These are the types of experts we should be listening to. Super insightful look at AI and what we need to evolve in the field. 👏🏽
@Ikigai747
@Ikigai747 Месяц назад
Love your content, Grateful !
@davidzhou922
@davidzhou922 Месяц назад
Great video! Thank you so much for the insights
@valenciawalker6498
@valenciawalker6498 13 дней назад
Thank you, for sharing.
@anoopr3223
@anoopr3223 5 дней назад
Awesome content and valuable insights... Thank u❤
@srdbranding
@srdbranding Месяц назад
Thanks Jean! 😃I appreciate the candidness, and glad, to see you are revealing more about the expansion of AI being a positive change for software engineers and less of a worrisome concern in the vast field. I enjoyed the reference to the calculator. It's really exciting to hear directly from industry folks with official qualifications!
@omertariq2000
@omertariq2000 Месяц назад
Thanks Jean. Need these kind of informative videos. Amazing.
@exaltitude
@exaltitude Месяц назад
Glad it was helpful!
@dineshch1273
@dineshch1273 Месяц назад
I started watching you from EO interview. You are providing valuable information. I'm thankful to you 😊
@exaltitude
@exaltitude Месяц назад
I appreciate that!
@SahilZen42
@SahilZen42 Месяц назад
Wow thanks to both of you intelligent ladies❤️
@ganeshkale9665
@ganeshkale9665 Месяц назад
Exaltitude never fails to deliver best content
@shayakbanerjee5423
@shayakbanerjee5423 Месяц назад
Great interview!
@cigdemylmaz1532
@cigdemylmaz1532 Месяц назад
OMG I thought she is 21 or something when I first saw her. Thanks for the interview !
@darylallen2485
@darylallen2485 Месяц назад
I send a thanks to both of you wonderful ladies for this amazing interview. You are both top-tier in my book.
@jasnarmstrng
@jasnarmstrng 12 дней назад
Thanks!
@treyandrews201
@treyandrews201 Месяц назад
I'm majoring in cs and stats. Will the stats degree have a significant enough impact to get me in or will I have to put some time into other things too
@Beautystuffca
@Beautystuffca Месяц назад
Great interview, it’s super helpful 😊
@exaltitude
@exaltitude Месяц назад
Glad it was helpful!
@subhankarbhattacharjee6362
@subhankarbhattacharjee6362 Месяц назад
Moumita is an exceptional AI/Machine learning scientist at Netflix. Her RU-vid video showcases her passion for the field and her dedication to educating students. With a strong mathematical foundation and a PhD in AI, she provides valuable insights into decision-making and the essential skills for AI jobs. Her ability to design AI-based biological models demonstrates her expertise and interdisciplinary approach. Moumita's informative interview sheds light on AI and her commitment to sharing knowledge is commendable. She is truly an asset to our family.
@AsifSaifuddinAuvipy
@AsifSaifuddinAuvipy Месяц назад
She is from a Indian Bengali family, right?
@shreyanksingh7122
@shreyanksingh7122 Месяц назад
@@AsifSaifuddinAuvipy obviously
@namanarora1077
@namanarora1077 Месяц назад
using AI to write this?
@shreyanksingh7122
@shreyanksingh7122 Месяц назад
@@namanarora1077 😐
@trijit96
@trijit96 Месяц назад
@@namanarora1077 dude he might be her father even if he has written this using AI, I guess in this context you need to improve your EI(Emotional Intelligence)
@dantialila
@dantialila Месяц назад
W Exaltitude
@DesiMinnesotan
@DesiMinnesotan Месяц назад
Super helpful !!
@exaltitude
@exaltitude Месяц назад
Glad it was helpful!
@eyenorgreatness1988
@eyenorgreatness1988 24 дня назад
Hi, I started following you today. I am a mechanical engineer. I want to be an ML engineer. I have been reading up articles and I also binged your videos. I know you spoke about Chat gpt to aid this process, but I would love to get a free course that you recommend personally as I follow your road map. I just started Phyton recently and I totally agree with your idea of building projects. I would be honored to speak with you privately to get close guidance in this journey of mine. Thank you
@Shikara_Animals
@Shikara_Animals Месяц назад
Best English teacher ❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤
@MalamIbnMalam
@MalamIbnMalam Месяц назад
To be honest, thank God for online Masters in Comp Sci that have concentrations in AI/ML (most notably Georgia Tech, University of Illinois Urbana-Champaign, and University of Texas Austin). Whlst this will never equal getting a Ph.D., you will definitely have a strong ML background upon completing these programs.
@dashriprock592
@dashriprock592 13 дней назад
I network with Dev's worldwide I don't have time for PhD I am prompt engineer using a I. for business now and building projects
@quocanhhbui8271
@quocanhhbui8271 Месяц назад
tysm
@YLprime
@YLprime 3 дня назад
How to become the first 1% of the AI engineer? Do a PHD before even thinking about it.
@Shikara_Animals
@Shikara_Animals Месяц назад
Best teacher ❤ I am student in Pakistan
@Armin_Hemati
@Armin_Hemati 9 дней назад
tnx for info.... can u help me understand the differencebetween there two Artificial Intelligence & artificial intelligence solution !!?? cuz i want to choose a university bachelor's degree??? and what do you think i should learn?? ML /// deep learning/// python //data analyst //data science...... ???? TNX
@kunallahiri
@kunallahiri Месяц назад
Wonderful podcast.
@exaltitude
@exaltitude Месяц назад
Thanks for watching!
@joelwillis2043
@joelwillis2043 Месяц назад
How do you determine what is a 1% vs. say a 5% MLE? I am sure I will disappointed by the answer.
@gorillamaster6658
@gorillamaster6658 5 дней назад
Love your content (100th comment)
@neet_007
@neet_007 Месяц назад
🙌🏻
@NeotriX101
@NeotriX101 13 дней назад
I have done mechanical engineering in my Undergrad, will doing Masters in Robotics in UK or US could help me to get a job as a Machine learning or Deep learning engineer?
@exaltitude
@exaltitude 11 дней назад
It won't hurt
@purple-anvil
@purple-anvil Месяц назад
Thank you. I am trying to learn some coding languages for my college classes right now. I’m so far behind but I know this is my passion. I feel like it’s so much to learn in so little time. What would you recommend as an entry level job for a programming and analysis degree? Looking to plant my seed before I graduate. Tia❤
@exaltitude
@exaltitude Месяц назад
You can do it! Have you seen this video? Learn AI Engineering FAST with ChatGPT ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-_Sk0W7c78NE.html
@syedabubakar6858
@syedabubakar6858 Месяц назад
3:46
@rishiroy2476
@rishiroy2476 Месяц назад
oh...i was so impatient about this interview. Thanks Jean Madam and Moumita Madam for making this happen.
@exaltitude
@exaltitude Месяц назад
Thanks for the request and waiting! Hope it was worth the wait :)
@rishiroy2476
@rishiroy2476 Месяц назад
@@exaltitude yeah totally.
@varsha9546
@varsha9546 Месяц назад
Thank you moumita bhattacharya maam .........🙏🙏🙏
@manoharkamath8561
@manoharkamath8561 Месяц назад
My observation is most people who work in AI/ML or mathematical worked with healthcare data to begin with and then moved into different industries as Data scientists.
@adarsh1360
@adarsh1360 Месяц назад
never thought asian being on asking side of the podcast panel.
@warlord5488
@warlord5488 Месяц назад
hey I had a few question 1)Can I from a non IT background pivot in this field if I am ready to work hard? 2) Are there any masters courses in the US to pursue in AI/ML?
@zunetrav4
@zunetrav4 Месяц назад
You can google those and get the answers you need
@luisbarrett6106
@luisbarrett6106 3 дня назад
1. No, be realistic 2. Yes
@warlord5488
@warlord5488 3 дня назад
@@luisbarrett6106 but why isn't it the skills that matter? what if I join a workshop or a masters degree in AI/ML?
@shubham-itachi
@shubham-itachi Месяц назад
Ai vs ml vs Ds vs dl which to pick can't understand . Cant know math even Pls reply 😭😭😭🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏
@marc-andrepiche1809
@marc-andrepiche1809 Месяц назад
It's all the same
@exaltitude
@exaltitude Месяц назад
Start with math
@VishalSingh-nn4ne
@VishalSingh-nn4ne День назад
Ai, ml and dl are the subset of ds
@__hannibaalbarca__
@__hannibaalbarca__ 20 дней назад
AI or Reversed Cramer Equations System, after 25 years i don’t see any progress __new concept__, it s just increase number of equations to billions and use multi-cores processors, what i mean, we need revolution.
@vikastiwari6780
@vikastiwari6780 2 дня назад
I don't think for AI and ml... I have very good knowledge of Salesforce administration and development ongoing.... My preference right now with Salesforce................... Ai right now not developed.. It takes years of time may be after 1 decade we will see the ai job market rise in World.. Right now innovation phase ongoing................
@climbersisyphus
@climbersisyphus Месяц назад
It’s cool that she has a PhD but I was expecting a more realistic answer to this question of how to become an ML engineer. I think out of the people who are looking to do this path, most of us will not pursue a PhD.
@orangemoonglows2692
@orangemoonglows2692 28 дней назад
it sorta seems like you're in denial about the requirements for some of these positions going forward. even though some people claim self-taught is ok, it likely isn't at this point. everything i've read says you'll likely need an advanced degree. it just sounds like you don't want to accept this reality.
@luisbarrett6106
@luisbarrett6106 3 дня назад
You don't need a PhD for a ML engineer job, instead you need a lot of experience in data analysis, or software engineer. She's an IA Scientist, and in order to do research you do need a PhD, she's just lying in some questions bc she doesn't know about applied roles in industry
@climbersisyphus
@climbersisyphus 2 дня назад
@@orangemoonglows2692 ive seen a lot of openings that do not ask for a PhD but okay. Also its very unrealistic to think that machine learning engineering is only PhD graduates. It’s an applied role and likely not all PhD students are also going to do specifically a data science degree. A lot of people can fit the criteria without a PhD if you isolate the skills needed. That’s basically the entire field of software engineering nowadays.
@orangemoonglows2692
@orangemoonglows2692 2 дня назад
@@climbersisyphus i actually wasn't thinking in terms of needing a phd in general. however, i do think that ai is in the building phase. as with the early internet/phone builds/tech, etc. these things were created by people who were highly educated, not self-taught. i also think that nobody really knows the types of jobs you can do in ai because isn't truly developed, just like nobody knew what would follow with the internet/www. finally, 73% of software engineers have a bachelors degree.
@raneshmitra8156
@raneshmitra8156 Месяц назад
Proud to be a Bengali ❤❤❤❤, lot's of love and respect from Kolkata......
@angeleeshashaju508
@angeleeshashaju508 Месяц назад
Can i become an ai engineer if i took masters and PhD in ai after completing my bsc computer science? Can anyone please help me with my question 😊
@danielhurtado3493
@danielhurtado3493 Месяц назад
There is no certainty, unless you want to be researcher titles are kind of useless in tech industry.
@subhodeepmondal7937
@subhodeepmondal7937 Месяц назад
I can write AI karnel from scratch, hope it would help in future.
@codelinx
@codelinx День назад
Congrats but i don't have a PhD. 😬😔
@joshbasnet3014
@joshbasnet3014 3 дня назад
one misleading thing about this video is : most people doing ML are not not into research but doing office jobs. Data manipulation techniques like SQL are more important that going too deep into ML algos. A recruiter will rather hire a backend engineer with good data manipulation skills than a ML algo expert.
@satyakiguha415
@satyakiguha415 Месяц назад
A Bengali..... Yeah..... Hello Moumita di......ektu guide Koro na pls
@vikastiwari6780
@vikastiwari6780 29 дней назад
Ai engineer me jane ke liye utni akal bhi to honi chahiye... Upar upr ye sb dikhta acha he 😄😁
@TheMwei
@TheMwei 21 день назад
assuming you are already top 1%
@tunde6747
@tunde6747 4 дня назад
Will you hire me as a content moderator? I will handle comments for people to follow standard and regulations
@gillesashley9314
@gillesashley9314 5 дней назад
The lady on the right looks like a humanoid robot, she's so beautiful.
@wetyuu
@wetyuu 24 дня назад
Have a phd lol
@s8x.
@s8x. 3 дня назад
so be smart😂
@ArunKumar-jc9mu
@ArunKumar-jc9mu 5 дней назад
bro this is very generic advice. i wanted to know what tools to use? whether to go towards computer vision, or due to emerging trend go towards large language models. which ml/ai vertical (cv, nlp, rl, etc) is being used by majority of the companies. being an ml engineer requires you to know about mlops stuff. so do we use the cloud based services that come with integrated solutions for building ml pipelines or do we lean onto learning opensource tools for each of the stages of mlops - mlflow for model/data tracking, kubeflow for deployment and orchestration, airflow for managing the ml project. what you discussed in the video is a generic advice to somebody who wants to do data stuff (data scientist, data engineer). ml engineer is a very specific role which requires to put ml knowledge into applications that are catered for users at scale. i am disappointed with this video. didn't help me much. thanks regardless.
@helloworldcsofficial
@helloworldcsofficial Месяц назад
She's pretty. Thanks for the video.
@user-cy4ld4cx1c
@user-cy4ld4cx1c Месяц назад
we Indians are outstanding in any field
@TikuInSoftware
@TikuInSoftware 5 дней назад
Pls don't say that. 😊
@sahilpatole101
@sahilpatole101 Месяц назад
She is indian ?
@Rajmanov
@Rajmanov Месяц назад
seems
@avinashdwivedi3160
@avinashdwivedi3160 Месяц назад
Yep
@vincentmbwende9131
@vincentmbwende9131 Месяц назад
You don't need a video..just become a data scientist.. take courses
@reinerheiner1148
@reinerheiner1148 10 дней назад
Machine learning engineer is not the same as data scientist. And your advice is not the full picture neither.
@victorjosesaaii2412
@victorjosesaaii2412 6 дней назад
​@@reinerheiner1148agreed...people think 💬 it's easy just to watch videos and boom you get your skills+ a miracle job
@rnskfamily7672
@rnskfamily7672 Месяц назад
Perfect indian pushed into engineering while chinese will build models and do data science. She will be in IT and not allowed in data science departments unfortunate.
@shreyanksingh7122
@shreyanksingh7122 Месяц назад
explain
@rnskfamily7672
@rnskfamily7672 Месяц назад
@shreyanksingh7122 the data science market is dominated by Chinese. Because Chinese hire Chinese and white Americans think their country is competing with China in AI. So brown people get pushed into IT. If you are indian you will have a hard time finding data science jobs in America.
@Doggo491
@Doggo491 Месяц назад
What ?😊​@@shreyanksingh7122
@mofogie
@mofogie Месяц назад
i feel sorry for the next gen. It was already a large barrier to get into tech for young milennials. Gen Z and Gen Alpha are going to have to dig in very deep to even get an entry level job
@tunde6747
@tunde6747 4 дня назад
Don't forget that time is not stagnant, those that are there now will shift due to age or so.. They won't be there forever, which will create rooms for people coming
@pudabear4765
@pudabear4765 Месяц назад
learn to take peoples jobs and learn to automate peoples everyday lives.
@gaiustacitus4242
@gaiustacitus4242 18 дней назад
Someone needs to hire a sound engineer. Even AI doesn't generate audio this bad.
@tunde6747
@tunde6747 4 дня назад
Maybe you should take care of the wax in your ear
@gaiustacitus4242
@gaiustacitus4242 4 дня назад
@@tunde6747 I listened to samples of the audio track in the above video again to ensure it wasn't an issue with playback on my end. It isn't. The audio track is filled with reverberations from beginning to end. This is due to the room in which the audio was recorded being unsuitable for use as a studio. There is nothing on the bare walls to prevent sounds from echoing, which is what I hear. I owned a music studio from 2007 to 2012 so I have a bit of experience in this area. Fun times, but a great way to lose a lot of money.
@mofogie
@mofogie Месяц назад
regarding tools, dumbing down of society: driven people, people who appreciate making things and how things are made, will be smarter and more enlightened. However many people are not interested in such so they just waste their time on indulgences. That is why there's the saying 'smart phones make dumb people.' It's easy to think that in our engineer world bubble others are like us, but the average literacy rate has dropped dramatically since smart phones. Hence the premise of the movie Idiocracy
@dpm_07
@dpm_07 Месяц назад
Another Rubbish Podcast !
@tunde6747
@tunde6747 4 дня назад
You could have ignore it my Darling
@bloomflora1105
@bloomflora1105 Месяц назад
waste of my time
@alpotato6531
@alpotato6531 20 дней назад
nice content but very very pretentious
@ateebtaseer5964
@ateebtaseer5964 Месяц назад
Bullshit she knows none
@tunde6747
@tunde6747 4 дня назад
"she knows nothing" and she is at the position she is today earning big 😂 Jokes on someone😂
@luisbarrett6106
@luisbarrett6106 3 дня назад
Nah, sounds like she's just a researcher, and she's talking about ML engineer, they're not the same field but she still talks like they're the same. She doesn't even know what role is talking about so her advice are very basic and kinda silly
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