Nikolay Manchev

Head of Data Science for EMEA at Domino Data Lab. Likes Python. Loves maths. Opinions are my own.

[Nikolay Manchev @nikolaymanchev]

Data science is a team sport! I love this message from Vanguard’s Jing Wang at #rev4

In DS we too often focus on tools and frameworks, but we need to remember that people and processes come first! When selecting tools we need to look for functionality t…https://t.co/N6Sr6MXs0Y

[Nikolay Manchev @nikolaymanchev]

📢 Thank you all for attending my "Ray - Beginner to Intermediate Technical Workshop" session at the conference! Your enthusiasm and willingness to learn were inspiring, and I hope the session enhanced your technical skills. All m…https://t.co/6LJT1QbZhF https://t.co/G0glr8QDKu

[Nikolay Manchev @nikolaymanchev]

I wanted to take a moment to express my gratitude for all the amazing people who turned up for my workshop on Hyperparameter Optimisation at the #odsceast conference. It was truly an incredible experience to share my knowledge and…https://t.co/euR3HWZzuz https://t.co/1oF7nDHCoy

[Nikolay Manchev @nikolaymanchev]

It was a pleasure working on this with such an amazing and talented group of people. Mariam BARRY @wadkar_sameer Katherine Shakman Well done, everyone! https://t.co/d4GkCM5O7l

[Nikolay Manchev @nikolaymanchev]

"If an elderly but distinguished scientist says that something is possible, he is almost certainly right; but if he says that it is impossible, he is very probably wrong." Arthur C. Clarke https://t.co/oXBBqFjr4v

[Nikolay Manchev @nikolaymanchev]

OpenAI just released GPT-4, now with support for visual inputs! https://t.co/ezkrhhuhVR

[Nikolay Manchev @nikolaymanchev]

This story takes place on a Friday afternoon about 7-8 years ago. Back then I was an MSc student, working on my master’s thesis, and I had to run a number of experiments on a #hadoop cluster. As a student, all of the computational resource available at my…https://t.co/HB0rCYpiG9

[Nikolay Manchev @nikolaymanchev]

I’ve recently seen claims that training generative models using prior art constitutes copyright infringement. I think Cory Doctorow says it better than I ever could: “[generative AI] uses a math-heavy version of what every creator…https://t.co/DLrgS4eC6M https://t.co/3tlCrtCb0y

[Nikolay Manchev @nikolaymanchev]

Training multi-billion parameter #machinelearning models is a challenging task, which needs #gpucomputing and distributed processing. My colleague Subir Mansukhani's talk at #gtc23 covers MLOps considerations when choosing a fram…https://t.co/fvuHFKTFck https://t.co/W77XB8BwDJ

[Nikolay Manchev @nikolaymanchev]

Train to 94% on CIFAR-10 in less than 10 seconds on a single A100. This is seriously impressive. https://t.co/xBtlW2sCOW

[Nikolay Manchev @nikolaymanchev]

Attending @kjellkeli session at #NDSMLSummit on where #mlops is heading. Great insights on scaling people, use cases, models & data, and what it takes to provide a reliable platform for accelerating research https://t.co/TZhZuP7zg5

[Nikolay Manchev @nikolaymanchev]

I am super excited about attending and speaking at the 2022 9th International Conference on Soft Computing & Machine Intelligence (ISCMI). The schedule is already available at the conference website, and you can find the full paper…https://t.co/oLnR2HMakW https://t.co/mhJTpsJGFz

[Nikolay Manchev @nikolaymanchev]

I am really looking forward to Jennifer D. Davis, Ph.D.'s session on large #nlp and #cv models via OpenMPI and DeepSpeed at #ODSCWest. It will be a hands-on workshop (my favourite type of session) powered by Domino Data Lab's #mlops platform and a great o…https://t.co/nvcKgHsSzH

[Nikolay Manchev @nikolaymanchev]

I am super excited about the hyperparameters tuning workshop that I am hosting next week at #ODSCWest. Join me for 3.5 hrs of #machinelearning fun and a fair amount of #python hands-on activities! We'll be implementing different se…https://t.co/jXM8etnENZ https://t.co/8C18ydyANz

[Nikolay Manchev @nikolaymanchev]

Only J Rogel can explain diffusion probabilistic #machinelearnig models by talking about jackalopes and the sugar in his coffee. Great article as always. https://t.co/IetJT16tvU

[Nikolay Manchev @nikolaymanchev]

Enjoying Big Data London. I am the Domino Data Lab booth (558) so come say hello if you are around. https://t.co/uNRzmym9Oh

[Nikolay Manchev @nikolaymanchev]

Super excited to announce that Sameer Wadkar and I are doing a tech talk on scalable experiment tracking with Domino Data Lab
and #mlflow. Join us for this session to learn why code-first #datascientists are excited about #mlflow a…https://t.co/WpvXenk10H https://t.co/k825PPeBCb

[Nikolay Manchev @nikolaymanchev]

Interested in learning more about #datascience experiment management? Join us for a tech-talk on Oct 6 where Sameer Wadkar and I will be talking about #mlflow You'll also get a 1 month of free access to Domino/MLflow where you can…https://t.co/qQXUpSl0cl https://t.co/k825PPeBCb

[Nikolay Manchev @nikolaymanchev]

Great to see that PyTorch is moving to the Linux Foundation as a top-level project. Really exciting! https://t.co/KLtiP3KFwC

[Nikolay Manchev @nikolaymanchev]

Cross validation is much more than just k-fold. Great blog post by J Rogel, explaining different ways of validating models and showcasing different types of cross validation using #python #machinelearning #datascience https://t.co/IErSv0dq3P