how to become an applied ML scientist at FAANG (Facebook / Amazon / Apple / Netflix / Google) 2021

[@theCuriousCuratorML]

It's Chinese restaurant process and Indian buffet process. It was a mistake where I was talking about ML books. Specifically the one by Kevin Murphy.

[@nehemiahfernandes6501]

This is surely great Devendra sir from the perspective of complete resource guide for the career. It'll be truly helpful in a greater way if you could provide with some sequence of learning (like a roadmap) to follow for the foundational buildup.

[@theCuriousCuratorML]

Thanks for sharing this. I will make a video when I get time. Meanwhile you can follow the order of things to learn from here ( thecuriouscurator.in/course/ultimate-machine-learning-course/ ). Right now we have ordered 23 weeks of plan. Revisit freqeuently for seeing the updates. Every week I has few sessions. I am just saying that you can follow my tentative plan without purchasing if you like that.

[@kedarpednekar9582]

damm, this is some gem i have found. keep it up !! this channel is serious wisdom! kudos. SUBSCRIBED right away!

[@theCuriousCuratorML]

kzbin.info/www/bejne/i36zqZ6Jr5V0a68

[@prashanthreddy1924]

Thanks for the guide. Very helpful…

[@bhaskarjhadotcom]

This is The GEM🔥🔥

[@bcp_shreyalshah]

Where to learn practical ml programming from

[@mehular0ra]

That was really really helpful! Thanks for the guidance.

[@krishnachaithanyaV]

Very well explained. Thanks for sharing!

[@theCuriousCuratorML]

kzbin.info/www/bejne/i36zqZ6Jr5V0a68

[@frauduser2673]

This has been really useful. Thank you !!

[@mohammedaltaf4316]

Hi it would be better if u explain resources for probability and statistics also where we have to practice the math for these

[@theCuriousCuratorML]

Introduction to Probability by Dimitri Bertsekas is a textbook used at many many universities. All of the statistics by Larry Wasserman for stats. Any good ML book also covers a bit of probability and statistics, like Probabilistic Machine Learning or Introduction to Statistical Learning or Elements of Statistical Learning.

[@mohammedaltaf4316]

@@theCuriousCuratorML hi thanks for ur kind reply how did u cracked system design... Do u have any specific resource for it...?

[@TheCuriousCurator-Hindi]

@@mohammedaltaf4316 Arpit Bhayani has a course on system design for beginners and a different course for intermediate level. Also MLE roles have system design rounds. AS have ML design rounds. KZbin is always an option. There are few good channels on KZbin but can't remember right now.

[@mehular0ra]

Hi, I wanted to know what is the scope of Applied Optimization and Parallel Scientific Computing jobs in private companies in India and abroad. Can you pls help me with it

[@theCuriousCuratorML]

This is a difficult question. Probably operations research roles will be closest high volume jobs to applied optimization. Machine learning research roles can also be considered in the same category. Parallel computing and scientific computing probably the research roles at Intel or similar. Number of jobs will be less so in a way companies will be very selective. Probably look for a PhD.

[@epictetus__]

Is a Master's or PhD degree neccesary for applying to "Research" type roles?

[@theCuriousCuratorML]

TLDR: For applied research there is no requirements on degree. For well paid academic type research jobs (say FAIR or Google deep mind or Google brain, microsoft research) PhD is needed. For applied research, Master's is highly recommended but from my limited experience there is no restriction on degree. But usually it is correlated with knowledge. I have never met a fresher bachelor's student who is good at ML. How can they be.. without spending 1000+ hours reading a bit here and there. If you want a job where you publish papers masters can be required but having good papers in good conference will get you the job. Top research jobs pay well in this space but does require a PhD. Usually world class.

[@bhaskarjhadotcom]

The moment He said said after all this 6+ months of internship and then he got to knew that he knew nothing. AND here I am with a plan to become applied scientist in 8 Months🥲. Aree Koi hai Bachaa Lo Re. 🥲