ShashankData's profile picture. Data Scientist | Computer Vision | NLP | Azure

Shashank Shekhar 🚀

@ShashankData

Data Scientist | Computer Vision | NLP | Azure

The parts scavenger hunt is over. The 3D printer can finally rest. My SO101 ARM is built and the teleoperation is working! 🔥 Every tedious moment was worth it for this. Behold! @LeRobotHF @huggingface #DIY #Robotics #SO101 #3DPrinting #Engineering


The robotics journey continues! After building the Koch Arm, I'm diving into the incredible SO-ARM 101 Arm from @LeRobot. 🤖 Here are the servos waiting for action and a satisfying video of the parts being printed. Follow along for the build! #Robotics #3Dprinting

ShashankData's tweet image. The robotics journey continues! After building the Koch Arm, I'm diving into the incredible SO-ARM 101 Arm from @LeRobot. 🤖
Here are the servos waiting for action and a satisfying video of the parts being printed. Follow along for the build!

#Robotics #3Dprinting

Shashank Shekhar 🚀 รีโพสต์แล้ว

"The price of productivity is creativity." @naval


Shashank Shekhar 🚀 รีโพสต์แล้ว

Today I learnt…

yu_angela's tweet image. Today I learnt…

Shashank Shekhar 🚀 รีโพสต์แล้ว

To learn Machine Learning fast you need to use the power of constraints. Here is what they are and how you can use them to learn 12x faster:


Shashank Shekhar 🚀 รีโพสต์แล้ว

This semester I'll teach an undergraduate "intro to RL" course at the UofA. For the first lecture, I collected some exciting, recent, impactful applications of RL. Link to the relevant slides: tinyurl.com/3zw9453p I thought this may be worthwhile to share.

CsabaSzepesvari's tweet image. This semester I'll teach an undergraduate "intro to RL" course at the UofA. For the first lecture, I collected some exciting, recent, impactful applications of RL. Link to the relevant slides: tinyurl.com/3zw9453p 
I thought this may be worthwhile to share.

Published new blog this weekend, Deep Dive in Linear Regression along with Python Implementation. Implemented from scratch using numpy. #MachineLearning #python #Blog #numpy shashankshekhar.me/myblog/posts/l…


I have been thinking of starting a blog for a long time, I do write sometimes but it's sporadic. I am challanging myself for a 12-Week blog challenge - where I would publish atleast 1 blog/week. 🔗 Link: shashankshekhar.me/myblog Topics of blog: #AI #ML #DeepLearning


It's been more 27 days without a reboot, and people compain windows reboots abruptly. #Windows11

ShashankData's tweet image. It's been more 27 days without a reboot, and people compain windows reboots abruptly.
#Windows11

Working on #stablediffusion along with the @fastdotai course. Generated some cool Van Gogh style portraits of mine using #Dreambooth

ShashankData's tweet image. Working on #stablediffusion along with the @fastdotai course.

Generated some cool Van Gogh style portraits of mine using #Dreambooth
ShashankData's tweet image. Working on #stablediffusion along with the @fastdotai course.

Generated some cool Van Gogh style portraits of mine using #Dreambooth

Shashank Shekhar 🚀 รีโพสต์แล้ว

I've spent 100's of hours training computer vision models. I've revisited my code and notes from those projects and distilled them into a repeatable process that anyone can follow. Here are the 7 steps I take every time I train a vision model:


Shashank Shekhar 🚀 รีโพสต์แล้ว

Improving model inference speeds round #2. Let's have a look at the 4 common approaches to model compression! 1) Quantization 2) Pruning 3) Knowledge Distillation 4) Low-rank tensor decomposition (Anything missing?) 1/4 👇

Some techniques for optimizing inference speeds (without changing the model architecture): (1) Parallelization (2) Vectorization (3) Loop tiling (4) Operator fusion (5) Quantization Anything missing? [1/6]



Shashank Shekhar 🚀 รีโพสต์แล้ว

I can teach you more in 2 minutes than you'll learn in 4 years. Here are 11 steps to start your own business:


Shashank Shekhar 🚀 รีโพสต์แล้ว

P.S. If you like systems and personal growth, you will love my weekly newsletter (it's free). Every Saturday morning get 1 business growth tip to grow your online business. Try it here: getrevue.co/profile/matt_g…


Got accepted in @fastdotai part2v5. Really excited to learn more about stable diffusion from @jeremyphoward🤩🤩. Thanks for accepting my application.

ShashankData's tweet image. Got accepted in @fastdotai part2v5. Really excited to learn more about stable diffusion from @jeremyphoward🤩🤩.
Thanks for accepting my application.

Shashank Shekhar 🚀 รีโพสต์แล้ว

The Illustrated Stable Diffusion jalammar.github.io/illustrated-st… New post! Over 30 visuals explaining how Stable Diffusion works (diffusion, latent diffusion, CLIP, and a lot more).

JayAlammar's tweet image. The Illustrated Stable Diffusion

jalammar.github.io/illustrated-st…

New post! 

Over 30 visuals explaining how Stable Diffusion works (diffusion, latent diffusion, CLIP, and a lot more).

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