Ashutosh Singh

Lifelong Learner, Building my own datamart of knowledge thru life Experiences for Satisfaction as performance measure.

[Ashutosh Singh @Ashutoshsing]

To double your income + impact, triple your investment in personal development + mastering your talent.

[Ashutosh Singh @Ashutoshsing]

Below is an example to understand these norms in 2-dimensional vector space

[Ashutosh Singh @Ashutoshsing]

Perhaps the most important concepts to know for ML are norms, vectors, matrices and probability and optimization. What is norm?

[Ashutosh Singh @Ashutoshsing]

Norms are abstract concept of distance in high dimensional vector space of data. Important norms are L0,L1,L2,Linf, L-inf though other form of norms also exists.

[Mike Tamir, PhD @MikeTamir]

Nine tools I wish I mastered before my PhD in Machine Learning https://t.co/Ksx11oJZx2
#AI #DataScience #MachineLearning #DeepLearning

[Data science @Datascience__]

Pattern Recognition and Machine Learning (Information Science and Statistics) https://t.co/3rumjQIHgN #Python #ad

[Tom Goldstein @tomgoldsteincs]

Oh. MY. GOD.
https://t.co/FqjjXHzFPv

[Boaz Barak @boazbaraktcs]

If you are thinking of doing a PhD, don't take advice from someone who doesn't know you, whether it's me or anyone else on Twitter.

It can be great and can be terrible, and anything in between. And yes, mental health is a key concern.

(If you still want my advice, see below..)

[Ashutosh Singh @Ashutoshsing]

''Live as if you were to die tomorrow. Learn as if you were to live forever.'' -- Mahatma Gandhi

[Towards Data Science @TDataScience]

What's new in txtai? David Mezzetti shares an update on the new features in the latest release of the open source, AI-powered semantic search tool. https://t.co/IAiFtDx7Fp

[PyTorch @PyTorch]

Today marks 5 years since the public release of PyTorch! We didn't expect to come this far, but here we're🙂- 2K Contributors, 90K Projects, 3.9M lines of "import torch" on GitHub. More importantly, we're still receiving lots of love and having a great ride. Here's to the future!

[elvis @omarsar0]

A Survey of Pretrained Language Models Based Text Generation

Nice survey paper on recent advances in pretrained language models for text generation. https://t.co/jVXsCQsokJ

[Russell Kaplan @russelljkaplan]

1/ It pays to be paranoid. Bugs can take so long to find that it’s best to be really careful as you go. Add breakpoints to sanity check numpy tensors while you're coding; add visualizations just before your forward pass (it must be right before! otherwise errors will slip in).

[abhishek @abhi1thakur]

"Attention is all you need" implementation from scratch in PyTorch. A Twitter thread:
1/

[Kiran Rajput @_KiranRajput]

I pay 30% to Govt on my income & another 15-20% I pay to Govt on my monthly purchases.

Its a small % in India who pays nearly 50% of their earnings to Govt.

Can we get support from Govt to prioritise our legal cases, school seat, avail passport at ease etc??
….

[Ashutosh Singh @Ashutoshsing]

The purpose of computation is insight, not numbers." - Richard Hamming

[Ashutosh Singh @Ashutoshsing]

Mathematics requires a small dose, not of genius, but of an imaginative freedom which, in a larger dose, would be insanity.
-Angus K. Rodgers

[Sebastian Raschka @rasbt]

"Parallelizing Python Code" Nice post outlining diff strategies. As someone who primarily uses the stdlib's multiprocessing lib manually, or joblib for the extra convenience, there are some nice tidbits in here. E.g., I didn't know about IPython Parallel! https://t.co/KgNlDIFpcF

[Ashutosh Singh @Ashutoshsing]

@Sap_Tweets_ @aaiprayagraj Hey, RT-PCR is not required for below 10 years. Fully vaccinated is exempted as well in UP.
Though they did free RT-PCR test on 25th July just after the arrival gate.
Btw this @aaiprayagraj handle is useless. You can confirm it from @lkoairport .

[Ashutosh Singh @Ashutoshsing]

@aaiprayagraj Dear Team, Please confirm if RT-PCR negative report is required for 6 years old kid, when travelling to Prayagraj from Pune. Please confirm if fully vaccinated persons need to carry negative RT-PCR report.

[Ashutosh Singh @Ashutoshsing]

@lkoairport Dear Team, Please confirm if RT-PCR negative report is required for 6 years old kid, when travelling to Lucknow from Pune. Please confirm if fully vaccinated persons need to carry negative RT-PCR report.