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ML Engineer Full Roadmap | Abdullah Al Mamun | Bangla | 2024
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- Äas pÅidÃĄn 17. 08. 2024
- Download full Roadmap (pdf): tinyurl.com/9a...
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Machine Learning 101 Part 01: âĸ Machine Learning 101 |...
Machine Learning 101:
- Part 01: âĸ Machine Learning 101 |...
- Part 02: âĸ ML categories | ML 101...
- Part 03: âĸ Data Preparation | ML ...
PYTHON 101:
- Part 1 Python Basic: âĸ ā§§ āĻāĻŖā§āĻāĻžā§ āĻĒāĻžāĻāĻĨāĻ¨ āĻļāĻŋāĻā§āĻ¨ āĻĢ...
- Part 2 Array/List: âĸ Part 2 Array List | āĻĒāĻž...
- Part 3 Hashmap: âĸ Part 3 Hashmap | āĻĒāĻžāĻāĻĨāĻ¨...
- Part 4 Tree & Graph âĸ Part 4 Tree and Graph ...
- Part 5 Part 05 Stack, Q, Heap: âĸ Part 5 Stack, Q, Heap ...
- Part 6 Linked List: âĸ Part 6 Linked List | āĻĒ...
Job INTERVIEW:
- āĻāĻŋāĻāĻžāĻŦā§ āĻŦāĻĄāĻŧ āĻŦāĻĄāĻŧ āĻā§āĻŽā§āĻĒāĻžāĻ¨āĻŋ āĻĨā§āĻā§ āĻāĻ¨ā§āĻāĻžāĻ°ā§āĻāĻŋāĻ āĻāĻ˛ āĻĒāĻžāĻŦā§āĻ¨āĻ âĸ How to Get Interview C...
- āĻŦāĻŋāĻāĻā§āĻ āĻāĻ¨ā§āĻāĻžāĻ°ā§āĻāĻŋāĻāĻ¯āĻŧā§āĻ° āĻāĻ¨ā§āĻ¯ āĻāĻŽāĻŋ āĻāĻŋāĻāĻžāĻŦā§ āĻĒā§āĻ°āĻ¸ā§āĻ¤ā§āĻ¤āĻŋ āĻ¨āĻŋāĻ¯āĻŧā§āĻāĻŋ: âĸ āĻŦāĻŋāĻāĻā§āĻ āĻāĻ¨ā§āĻāĻžāĻ°ā§āĻāĻŋāĻā§ā§āĻ° āĻ...
- āĻĢā§āĻ¸āĻŦā§āĻ Job Interview: âĸ āĻāĻŽāĻŋ āĻāĻŋāĻāĻžāĻŦā§ āĻĢā§āĻ¸āĻŦā§āĻā§ āĻāĻŦ ...
- āĻāĻāĻāĻ¨ āĻŽā§āĻāĻž āĻāĻā§āĻāĻŋāĻ¨āĻŋāĻ¯āĻŧāĻžāĻ°ā§āĻ° āĻŦā§āĻ¤āĻ¨ āĻāĻ¤?: âĸ Meta Engineer's Salary...
- āĻāĻžāĻ°ā§āĻ¸āĻŋāĻāĻŋāĻ° āĻĢāĻžāĻ°ā§āĻ¸ā§āĻ āĻāĻ¯āĻŧāĻžāĻ° āĻĨā§āĻā§āĻ āĻāĻŋāĻāĻžāĻŦā§ āĻŽā§āĻāĻžāĻ° āĻāĻ¨ā§āĻ¯ āĻĒā§āĻ°āĻŋāĻĒāĻžāĻ°ā§āĻļāĻ¨ āĻ¨āĻŋāĻŦ: âĸ āĻāĻžāĻ°ā§āĻ¸āĻŋāĻāĻŋāĻ° āĻĢāĻžāĻ°ā§āĻ¸ā§āĻ āĻā§āĻžāĻ°...
- āĻāĻŋāĻāĻžāĻŦā§ Coding Problem āĻĻā§āĻ°ā§āĻ¤ āĻ¸āĻŽāĻžāĻ§āĻžāĻ¨ āĻāĻ°āĻ¤ā§ āĻĒāĻžāĻ°āĻŦā§āĻ¨: âĸ āĻāĻŋāĻāĻžāĻŦā§ Coding Problem ...
HIGHER STUDY:
- āĻāĻŽā§āĻ°āĻŋāĻāĻžāĻ¯āĻŧ āĻ¸ā§āĻāĻ˛āĻžāĻ°āĻļāĻŋāĻĒ āĻĒā§āĻ¤ā§ āĻ¯āĻž āĻ¯āĻž āĻāĻ°āĻ¤ā§ āĻšāĻŦā§? āĻāĻŽāĻĒā§āĻ˛āĻŋāĻ āĻāĻžāĻāĻĄ: âĸ āĻāĻŽā§āĻ°āĻŋāĻāĻžā§ āĻ¸ā§āĻāĻ˛āĻžāĻ°āĻļāĻŋāĻĒ āĻĒā§āĻ¤...
- āĻāĻŽā§āĻ°āĻŋāĻāĻžāĻ¯āĻŧ āĻ¸ā§āĻāĻ˛āĻžāĻ°āĻļāĻŋāĻĒ āĻĒā§āĻ¤ā§ āĻŽāĻŋāĻ¨āĻŋāĻŽāĻžāĻŽ āĻ¸āĻŋāĻāĻŋāĻĒāĻŋāĻ āĻāĻ¤ āĻ˛āĻžāĻā§?: âĸ āĻāĻŽā§āĻ°āĻŋāĻāĻžā§ āĻ¸ā§āĻāĻ˛āĻžāĻ°āĻļāĻŋāĻĒ āĻĒā§āĻ¤...
- āĻā§āĻĢā§āĻ˛ āĻāĻ°āĻŦ āĻ¨āĻžāĻāĻŋ IELTS? āĻā§āĻ¨āĻāĻž āĻā§āĻ¨ āĻĻā§āĻļā§āĻ° āĻāĻ¨ā§āĻ¯?: âĸ āĻā§āĻĢā§āĻ˛ āĻāĻ°āĻŦ āĻ¨āĻžāĻāĻŋ IELTS? ...
THANKS:
For video editing: Mohammad Salah
For thumbnail design: Abu Noman Rakib
For background music: / @rfm_ncm
For stock videos: www.pexels.com/
Who am I?
I'm Abdullah Al Mamun, an ML Engineer working at Meta HQ, California, USA. I love Programming, traveling, and Photography. I talk about Machine Learning, Competitive Programming, BigTech Interview, and Productivity.
MY SOCIALS:
Facebook: / newabdullah101
LinkedIn: / newabdullah
Instagram: / newabdullah
Download full Roadmap (pdf): tinyurl.com/9ash3npz
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Thank you so much.
Full Roadmap Pdf link isn't working..
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Thank you for creating such an insightful and comprehensive roadmap for ML engineers in our Tech community.
Your effort is truly helping to pave the way for aspiring professionals in Bangladesh.
20:10 main part start for CS student. If you know basic Coding & DSA along with sufficient English, then start from here. & finally, thanks to Mamun viaa, great initiative!
Khub bhalo kaj korchen .. chalea Jan
Regular videos diyen bhaiyaâ¤
inshaAllah
Ami o try korbo
Ami ML e interested
great roadmap. I will definately follow this.
Thanks for video uploading.
Thanks vaiya...... a very informative video.
Guidelines for Learn ML. Many Many Thanks.
Proud for you , Bhaiya!
Thanks a lot âĻbro !! I really appreciate it . Allah bless you đ
Dada I got admission in CS in 11th and this is the first time I am reading any topic of computer science and doing programming. We have C in class 11 and Python in class 12. Please teach everything about C from basic to advanced.đđģ
Thank yoi âĨī¸ for these suggestions âĨī¸ hope that you will bring more informations about ml which will help us to to make a good career on ml
Thanks a lot bhaiya. Atto dedication diya video tah make koran jonno. đ
bhaiya,
please make a paid course for us on machine learning more than 1 year long.it's help us huge.
nije nije shikte gele onek time lege jai tar cheye valo hoto akta institute er under e shikte parle.
Research & case-study kore je knowledge learn kora jay setai BEST. Eventually, keu apnake fully teach korte parbe na, self learning is prominent, GOOD luck!
Thanks brotherâ¤
Great explaination and obviously a effective roadmap.
But via i would say that the time limit is not good though.
I think we should expand the time on DSA.
Regular videos diyen bhaiya
From Pakistanâ¤ī¸
Yes i am a Bangali
Thank you so much Boss â¤ī¸
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Vhaiya data science and ML er moddhe difference gula ki ki?
āĻāĻžāĻ, āĻāĻāĻāĻ¨ non-CSE āĻŦāĻŋāĻāĻŋāĻ¨āĻžāĻ°ā§āĻ° āĻāĻ¨ā§āĻ¯ āĻŽā§āĻļāĻŋāĻ¨ āĻ˛āĻžāĻ°ā§āĻ¨āĻŋāĻ āĻļā§āĻāĻž āĻāĻŋ āĻā§āĻŦ āĻāĻ āĻŋāĻ¨???
Naa
It depends on your interest bro
3/4 years study with dedication needed
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āĻāĻžāĻāĻ¯āĻŧāĻž āĻāĻĒāĻ¨āĻžāĻ° LinkedIn āĻĻā§āĻāĻ˛āĻžāĻŽ āĻāĻĒāĻ¨āĻŋ āĻ āĻ¨ā§āĻ āĻĒā§āĻĒāĻžāĻ° āĻĒāĻžāĻŦāĻ˛āĻŋāĻā§āĻļāĻ¨ āĻāĻ°ā§āĻā§āĻ¨!!
networking er opor research kore kivabe developer hisebe grow kora uchit ei bisoye jante chai.
it was very very helpful video
Thanks lot a vai
Vai, I would humbly suggest you to consider using a professional mic, e.g. RODE or DJI. â¤â¤
Is Ai or Ml engineers are same. if same then ok but if not then what should I larn. I coudn't undastand. Please help me.
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Does the machine learning team have a position of quality analyst? If anyone moves from traditional software development QA to ML, what roles and responsibilities do they typically take on?
Assalamulaikum vai....āĻ˛āĻŋāĻĄāĻā§āĻĄ āĻ āĻ āĻ¨ā§āĻ Problem āĻāĻā§"" āĻāĻŽāĻžāĻĻā§āĻ° āĻāĻāĻŋāĻ¤ āĻšā§ machine learning āĻ¯ā§ problem code oy gula solve kra nakhi zekno (Data structure) problem solve krte hbe..."
Ei bissoy amar khuboi mathay gurteceđĨ˛
I find out that it also has a second edition. so please ensure that which edition should we follow or read.
It will be great assistance if you share us the ebook link.
As a CS student when should I start learning Ml,AI beside my academic study.?
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Vaia assalamualikum ami math term gula niye ektu cintito amke ki pura chapter cover krte hbe probability, calculas,Linear algebra,statistic ei topic gular upor naki ml/ai niye big tech like meta,open ai,netflix a industry kendrik kaj krar jnoo oi topic gular specific concept clear krte hbe?
Bhaiya!!!!!! ML Shikhar age ke Software development sikhte hobe????ar Shikhar proyojon thakle seta koto tuku sikhte Hobe? Software development e ki master hote hobe naki basic sikhlei hobe???
āĻāĻžāĻ ethical hacking āĻāĻ° āĻāĻŦāĻŋāĻˇā§āĻ¯ā§ āĻā§āĻŽāĻ¨?
āĻāĻĒāĻ¨āĻžāĻ° āĻāĻŋāĻĄāĻŋāĻ āĻ āĻ¨ā§āĻ āĻĻā§āĻ°āĻŋ āĻāĻ°ā§ āĻāĻ¸ā§āĨ¤ āĻĒāĻ°ā§āĻ°āĻā§āĻ˛ā§ āĻāĻŋ āĻāĻ°ā§āĻāĻāĻŋ āĻĻā§āĻ°ā§āĻ¤ āĻāĻ¸āĻŦā§?
āĻ§āĻ¨ā§āĻ¯āĻŦāĻžāĻĻāĨ¤
Nice video
āĻāĻžāĻāĻ¯āĻŧāĻž āĻāĻāĻāĻ¨ āĻĄāĻŋāĻĒā§āĻ˛ā§āĻŽāĻž āĻ°āĻžāĻ¨āĻŋāĻ āĻ¸ā§āĻā§āĻĄā§āĻ¨ā§āĻ āĻāĻ° āĻāĻŋ ml āĻļāĻŋāĻāĻž āĻāĻāĻŋāĻ¤ ? āĻĄāĻŋāĻĒā§āĻ˛ā§āĻŽāĻž āĻļā§āĻˇ āĻšāĻāĻ¯āĻŧāĻžāĻ° āĻĒāĻ° āĻāĻŋ āĻāĻŦ āĻĒāĻžāĻāĻ¯āĻŧāĻž āĻĒāĻ¸āĻŋāĻŦāĻ˛ ?
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āĻāĻžāĻā§āĻž, āĻāĻ¨āĻļāĻžāĻ˛ā§āĻ˛āĻžāĻš āĻāĻĒāĻ¨āĻžāĻ° āĻāĻŋāĻļāĻ¨ āĻŦā§āĻĨāĻž āĻ¯ā§āĻ¤ā§ āĻĻāĻŋāĻŦā§āĻ¨āĻžāĨ¤
Big tech gulai ki ml engineer hisebe join krar jnoo Masterâs or phd ki lagbe?
Vaiya cybersecurity er ki demand same faang a?
ML 101 āĻ āĻāĻ° āĻā§āĻ¨ā§ āĻāĻŋāĻĄāĻŋāĻ āĻāĻ¸āĻŦā§ āĻ¨āĻž??
Vai ami python vlo pari alhamdulillah. ekhon DSA ki python diye shikhbo naki c++ diye? ami c++ temon pari na.
Do need a PhD to get a Senior-level Machine learning engineer job big tech company? or Masters is enough?
MS should be enough!
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Ami ai bochor College a uthsi ami kivabe suru korte pari sir??
āĻāĻāĻ¨ āĻ āĻŋāĻ āĻāĻā§ āĻāĻžāĻ
Assalamoulikom. Akta khata janar chilo apnr bari khothai?
Can I be a ML engineer without a CS degree ? Iâm from science background
Is there any entry level job in Ml?
AWS ki shikhte hobe?
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To become an ML Engineer how Kaggle helps? If anyone starts with Kaggle then he or she will get any benefit from this site? If you have any idea about Kaggle please make a video for it. It will help us.
I don't have much experience on Kaggle! I only use their datasets for model trining.
@@newabdullah101 Thanks for reply vaiya...keep it up and give us new contents.
Academic knowledge chara ki shakha jaba
hmm jabe
Web developmentr career kmn??
Vi ml engineer er jonne. Kon bsc degree nia porte hobe?
Prioroty list
1. Data Science (Bangladesh e shudhu UIU te ache).
2. Computer Science (shudhu Brac e ache)
3. Computer Science & Engineering (majority science and Technology University te available)
āĻāĻŽāĻŋ āĻāĻŋāĻāĻžāĻŦā§ āĻāĻĒāĻ¨āĻžāĻ° āĻ¸āĻžāĻĨā§ āĻāĻĨāĻž āĻŦāĻ˛āĻŦ ???
vai apner coruse chai
Please share roadmap file
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āĻĒā§āĻ˛āĻŋāĻ āĻā§āĻ
Full Road-map Note: docs.google.com/document/d/1q33NWFOjN_Fgj5hbAHqAG34ym4iDr4cC9wQYhW08YWc/edit?usp=sharing
Vaiya,
āĻāĻŽāĻŋ āĻā§āĻ°āĻžâāĻŽā§āĻ° āĻā§âāĻ˛ā§ āĨ¤ āĻāĻĒāĻ¨āĻžāĻ° āĻāĻŋâāĻĄāĻŋāĻ āĻĻā§âāĻāĻŋ āĻ âāĻ¨ā§āĻâāĻĻāĻŋāĻ¨ āĻĨā§âāĻā§ āĨ¤ āĻā§āĻ°āĻžâāĻŽā§ āĻĨā§âāĻā§ āĻāĻŋ ML / AI āĻļāĻŋāĻāĻž āĻ¸āĻŽā§āĻāĻŦ ?
I appreciate this work, bro. It helped me a lot. Now I'm fully motivated to be an ML engineer. Presently, I'm doing a masters in China. I'll be grateful if I can connect with you via LinkedIn.
āĻ¸ā§āĻ¯āĻžāĻ°, please āĻāĻĒāĻ¨āĻžāĻ° āĻĢā§āĻ¨ āĻ¨āĻžāĻŽā§āĻŦāĻžāĻ° āĻ¯āĻĻāĻŋ āĻĻāĻŋāĻ¤ā§āĻ¨ āĻ¤āĻžāĻšāĻ˛ā§ āĻāĻŽāĻŋ āĻāĻĒāĻ¨āĻžāĻā§ āĻŽā§āĻ¸ā§āĻ āĻāĻ°āĻ¤āĻžāĻŽ āĻāĻŋāĻā§ question āĻāĻžāĻ¨āĻžāĻ° āĻāĻ¨ā§āĻ¯ please...
1.āĻāĻžāĻā§āĻž software Development / Engineering āĻ longtime āĻŽāĻžāĻ¨ā§ 5/8/10 years āĻāĻžāĻ āĻāĻ°āĻžāĻ° āĻĒāĻ° āĻāĻŋ AI / ML engineer / Data science āĻ āĻ¯āĻžāĻā§āĻžāĻ° āĻāĻ¨ā§āĻ¯ āĻāĻŋ Masterâs / phd āĻāĻ°āĻ¤ā§ āĻšāĻŦā§ āĻ¨āĻžāĻāĻŋ Self learning āĻāĻ° āĻŽāĻžāĻ§ā§āĻ¯āĻŽā§ āĻ¯āĻžāĻā§āĻž āĻ¯āĻžāĻŦā§?????
2. AI / ML / Data scientists āĻšāĻā§āĻžāĻ° āĻāĻ¨ā§āĻ¯ āĻāĻŋ Masterâs / phd āĻāĻ°āĻž must āĻ¨āĻžāĻāĻŋ Tech industry āĻ¤ā§ āĻāĻžāĻ āĻāĻ°ā§āĻ āĻļāĻŋāĻāĻž āĻ¯āĻžāĻŦā§??
1. Self learning should be suffice
2. Having a bachelor degree should work
â@@newabdullah101āĻāĻ āĻŦā§āĻ¯āĻžāĻā§āĻ˛āĻ° āĻĄāĻŋāĻā§āĻ°āĻŋāĻāĻž āĻāĻŋ Computer Science Engineering āĻāĻ° āĻāĻĒāĻ° āĻ¨āĻžāĻāĻŋ āĻ¯ā§āĻā§āĻ¨ā§ Bachelor of Science āĻšāĻ˛ā§āĻ āĻšāĻŦā§??
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