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Andrew Lukyanenko
Andrew Lukyanenko

1.4K Followers

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Published in Towards Data Science

·Pinned

A long-term Data Science roadmap which WON’T help you become an expert in only several months

Some thoughts on becoming a data scientist. It isn’t easy or fast and requires a lot of efforts, but if you are interested in data science, it is worth it. — From time to time I am asked: how does one become a data scientist? What courses are necessary? How long will it take? How did you become a DS? …

Data Science

7 min read

A long-term Data Science roadmap which WON’T help you become an expert in only several months
A long-term Data Science roadmap which WON’T help you become an expert in only several months
Data Science

7 min read


Mar 20

Paper review: Hyena Hierarchy: Towards Larger Convolutional Language Models

Hyena, a subquadratic drop-in replacement for attention — Paper link Code link Project link Transformers are currently widely used in deep learning thanks to their ability to learn at scale. However, attention exhibits quadratic cost in sequence length, limiting the amount of context accessible. …

Review

4 min read

Paper review: Hyena Hierarchy: Towards Larger Convolutional Language Models
Paper review: Hyena Hierarchy: Towards Larger Convolutional Language Models
Review

4 min read


Mar 13

Paper Review: Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models

Improving ChatGPT with Visual Foundation Models — Paper link Code link ChatGPT provides a language interface with distinctive conversational competency and reasoning capabilities across many domains, but it is currently incapable of processing or generating images from the visual world. To overcome these limitations, the authors propose a system called Visual ChatGPT that incorporates different Visual Foundation…

Review

6 min read

Paper Review: Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models
Paper Review: Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models
Review

6 min read


Feb 23

My language learning journey: the past, the current and the future

“Languages both permit and oblige to perceive and express the world in a certain way.” © Complete Spanish course by Language Transfer — As the world continues to evolve and change at an increasingly rapid pace, it can be easy to focus solely on technological advancements and forget the importance of human connection. However, it is important to remember that despite all the advancements in communication technology, nothing can replace the personal touch…

Language Learning

33 min read

My language learning journey: the past, the current and the future
My language learning journey: the past, the current and the future
Language Learning

33 min read


Published in Towards Data Science

·Dec 22, 2022

The Third Life of a Personal Pet Project for Handwritten Digit Recognition

The journey of deploying YOLOv3 trained on a custom dataset from scratch with Streamlit — Five years ago, when I got my first job as a Data Scientist, I wanted to get more experience as fast as possible. One of the things I did this was working on a personal project: a Flask app that allowed users to draw a digit and have it recognized…

Pet Project

9 min read

The Third Life of a Personal Pet Project for Handwritten Digit Recognition
The Third Life of a Personal Pet Project for Handwritten Digit Recognition
Pet Project

9 min read


Published in Better Programming

·Updated Mar 6

How We Tried to Create a Medical Chatbot

The story of a project that never got the green-light — In recent years, the telemedicine market (remote medical services) and MedTech, in general, have been snowballing, and the coronavirus pandemic has only accelerated its development. …

NLP

22 min read

How We Tried to Create a Medical Chatbot
How We Tried to Create a Medical Chatbot
NLP

22 min read


Sep 6, 2022

Data Science Pet Projects. FAQ

What are data science pet projects, and why are they fascinating? This article was translated in collaboration with Klokov Alexey. The idea to write an article was born after numerous questions about personal projects in the Open Data Science (ODS) community. You will find ideas for new projects and useful…

Data Science

16 min read

Data Science Pet Projects. FAQ
Data Science Pet Projects. FAQ
Data Science

16 min read


Aug 8, 2022

Lessons learned after 10 years in IT

What I have learned from my mistakes and successes — ~5 years ago, I started my career as a Data Scientist, and before that, I worked as an ERP-system consultant for 4+ years. During this time, I have worked on many different projects and met a lot of interesting people. Now I want to share some of my experiences, describe…

Careers

27 min read

Lessons learned after 10 years in IT
Lessons learned after 10 years in IT
Careers

27 min read


Published in Towards Data Science

·Dec 10, 2021

NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation

How I contributed to an NLP data augmentation framework and became one of the co-authors of the ML paper about it — Paper link Code link This paper presents a new participatory Python-based natural language augmentation framework that supports the creation of transformations (modifications to the data) and filters (data splits according to specific features). The current version of the framework contains 117 transformations and 23 filters for a variety of natural…

NLP

6 min read

NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation
NLP

6 min read


Published in Towards Data Science

·Apr 22, 2021

My mentoring experience in Data Science: lessons taught and learned

My experience of formal and informal mentoring for people at my job and outside of it — What is mentoring? How can I find a mentor? Questions like these are often asked on forums, on social media, and in communities. Mentorship is supposed to be an exciting situation when an experienced person shares insights and guides a mentee on a path to success pro bono. …

Careers

17 min read

My mentoring experience in Data Science: lessons taught and learned
My mentoring experience in Data Science: lessons taught and learned
Careers

17 min read

Andrew Lukyanenko

Andrew Lukyanenko

1.4K Followers

Russian by birth. Economist by education. Polyglot as a hobby. DS as a calling. https://andlukyane.com/

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