Complete Deep Learning & Computer Vision Roadmap for Beginners

Hey, what's up! In this video, I have shared my complete roadmap to learn Deep Learning and Computer Vision. I have provided all the resources including online courses as well as my deep learning and computer vision projects. Keep learning!
📃 My Resume: docs.google.com/document/d/1V...
📘 My Deep Learning Notes: drive.google.com/file/d/15XOd...
📘 My Reinforcement Learning Notes: drive.google.com/file/d/15a-9...
📘 My Linear Algebra Notes: drive.google.com/file/d/15YMf...
Resources:
Machine Learning Course by Andrew Ng: www.coursera.org/learn/machin...
Deep Learning NPTEL Course: • Deep Learning - Course...
Python: • Python Tutorial - Pyth...
Numpy: • Python NumPy Tutorial ...
Matplotlib: • Matplotlib Tutorial (P...
OS Module: • Python Tutorial: OS Mo...
OpenCV: • OpenCV Course - Full T...
PyTorch: • PyTorch Prerequisites ...
Face Landmarks Detection Article: towardsdatascience.com/face-l...
Automated Image Captioning Prediction Notebook: colab.research.google.com/dri...
📖 Recommended Books:
Atomic Habits: amzn.to/34uHRoV
The 4-Hour Work Week: amzn.to/3nbgdnt
Start with Why: amzn.to/3Ge7EzE
📱 Daily Drivers:
M1 MacBook Air: amzn.to/3mKN4zj
AirPods Pro: amzn.to/3eFQwa4
Kindle E-reader: amzn.to/3qj8Qwp
🎬 KZbin gear:
Wildcraft Shutter Bug Camera bag: amzn.to/3JT5mbr
Sony a6400 Mirrorless Camera: amzn.to/334APab
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Portable RGB Light: amzn.to/3f7po3V
Samsung T7 SSD: amzn.to/3JXFsDC
Amazon 50 inch Tripod: amzn.to/3tdTHy6
🙋🏼‍♂️ About me:
I'm Abdur, a final-year undergrad at NIT-Trichy, one of India's top 10 engineering schools. I am an incoming MSc student in the field of Applied Computing at the University of Toronto, starting fall 2022. I make videos about education, technology and productivity. I consume a lot of self-improvement content predominantly in the form of books and I love to share the key insights from them through my videos.
👋🏼 Be my friend:
🌍 Website: arkalim.netlify.app
📸 Instagram: / abdur.rahman.kalim
👔 LinkedIn: / abdurrahmankalim
✍🏼 Medium: / abdur.rahman.kalim
🎵 Background Music Credits:
Rhodesia by Twin Musicom is licensed under a Creative Commons Attribution 4.0 license. creativecommons.org/licenses/...
Artist: www.twinmusicom.org/

[@ashishvashist2341]

Bro you don't know how much I need this video and what you had done for students like me by making this amazing video Thank you

[@lakshaysharma8364]

Thanks bro, I was waiting for such a video!

[@ArmanzaSuperNova]

Great video and list of resources! Thank you!

[@nguyenthehoang9148]

Great content; thank you for making this. Hope to watch your interesting content in the future!

[@prateeknegi6307]

Hey Abdur, I really enjoyed this video. You shared a lot of important details for one one to follow the path on ML and DL and you did it selflessly. I hope many out there will be benefited from this. Waiting for more videos. :)

[@tahseer]

Thanks Prateek, means a lot ☺️

[@mobeen360]

You are just wholesome!! Thanks brother!! Love from Pakistan!

[@Kishan31468]

Man that Dr. Mitesh Khapra course is God level. Highly recommended.

[@itunsicherheit]

Very good video, thank you!

[@rztamvan8437]

Thank you sir! Very Helpful!!

[@swapnilmahajan4865]

Mitesh Sir is best !!!. I did course in class in last semester.

[@jalememmedova4454]

wow, i really enjoyed this video), thanks u a lot

[@rafibasha4145]

Hi Abdul,how many months it take to complete deep learning course(Andrew NG)

[@dibyasankhakundu9147]

Keep up the good work👍

[@shubhamaggarwal8957]

Very informational

[@rahulkumarsingh7468]

Thanku bhai ,,jaldi grow karoge

[@dipanitachakraborty8417]

Thank you

[@suparnarooj3568]

Can you also make a video to show a roadmap for understanding how a CNN model is performing (by seeing weights, performance curves, etc) and how we can gain an understanding of how to improve the performance

[@tahseer]

Hey, that would be too technical. I believe there are really good resources to learn that. Deep Learning NPTEL course by Prof. Mitesh Khapra is one such free resource

[@yjoliiyki706]

Hey, do you have roadmap for finding a job in this field?

[@convolutionalnn2582]

What are maths require for computer vision researchers?

[@AliSher-kv3pd]

Bro,i am confused in deep learning and computer vision bcz i am not understanding when to use deep learning and when to use computer vision bcz sometimes deep learning is being used and sometimes computer vision so i am confused 😕 for what problems deep learning is used and for what problems computer vision is used bcz they are similar,i also have searched from google but not clear confusion

[@mananshah109]

👍👍

[@amey776]

Hey Abdur Just wanted to ask we can we apply in our 7 Sem for our Masters Program and like do we have to provide any certificate from HOD or Latest Transcript?

[@tahseer]

You can apply in 7th sem. You need transcripts. You can also get LoRs from your HoD, that's totally acceptable

[@SaadAli-pu1xm]

@@tahseer sir please make a details video on the roadmap of AI and its relation with ML and DL. Please sir it is very informative for us specially for begineers. I am waiting for your response and answer. 🤗🤗🤗

[@arcticflame9084]

in an earlier video of yours , u mentioned how you got a job as a computer vision engineer and you also mentioned that in the technical interview they asked you about your projects and about cv. What i want to know is about data structures. is that very imp for a technical interview ? did they ask you about data structures?

[@tahseer]

For Computer Vision engineer job, they didn't ask me Data Structures

[@arcticflame9084]

@@tahseer can we connect .I wanna get a clear idea about the whole cv and ml part

[@gauravbaviskar1616]

Great bro !!❤️❤️🔥🔥🔥😍😍, But , Is strong maths required for these ML / DL technologies ?? 😌

[@tahseer]

To some extent, yes

[@AbdulRahman-zp5bp]

Hi, can you please share the link of free resources of these topics so we can learn and implement it Thanks :)

[@gurniazsinghsidhu9545]

Was any of your project gone at global representation? And How much projects has you done in your bachelors.

[@tahseer]

None at global level. I have publications in an international journal though. You can take a look at my projects in my Resume

[@shivambansal1993]

Good work !! But i wanna ask which projects to begin with to learn ml?

[@tahseer]

For ML specifically, you can try some small projects on PCA, kmeans etc.

[@shivambansal1993]

@@tahseer Can you tell about data science too?

[@gauravbaviskar1616]

Is Udacity 's nanodegree program good for deep learning ?? 😅

[@tahseer]

I am not sure about it. I didn't take that course.

[@kau9653]

I have done that! It's really good but not sure whether its worth the price as I got a scholarship for that program!

[@rohangoyal4369]

Hello sir,can you please share your Google collab notebook link?

[@tahseer]

You can find that in my Portfolio Website. Check the video description.

[@aruneemdas5706]

hey bro.. i am from economics background after watching this video i got highly inspired ,,i know python basics and libraries like numpy , pandas , seaborn , matplotlib,,, can i become computer vision engineer ,, i dont know ml ,, my interest now toeards computer vision,, is it possible to become a computer vision engineer in 3 months ,, putting 4-5 hours of dedicated studies,,plz rply

[@tahseer]

Yes, with consistent effort and clear goal you definitely can

[@sidkapoor9085]

Is a masters required for ML engineer roles in your opinion?

[@tahseer]

You can get away without Masters also. It's just a way to upskill yourself, experience studying abroad and network with the right people.

[@priyeshdave3799]

Hi Abdur, Hope you are doing good. I came across this amazing video and surely found the one I was looking for. Could you please take your valuable time and if we could connect somewhere ? I am currently working as java developer and dive into the field of Data Science. Would be really appreciated. Thanks

[@tahseer]

Hey Priyesh, thanks for the kind words. You can connect with me on insta or LinkedIn

[@gurniazsinghsidhu9545]

What was your rank in JEE

[@tahseer]

I didn't write JEE

[@muhtasirimran]

Can you please consider sharing the note with us? 🥺🥺

[@tahseer]

Sure, I will. Totally forgot about that 😅

[@muhtasirimran]

@@tahseer thank you 🖤🖤

[@tahseer]

@Muhtasir Imran I have added them in the video description

[@muhtasirimran]

@@tahseer Thank you brother 🤍🤍. You don't know how much it is for me 🤍🤍🤍