Ilia Zaitsev – Medium

Ilia Zaitsev
in
Dev Genius

Chatbot Driven Development

Sharing my coding experiments with OpenAI’s ChatGPT

17 min readDec 6, 2022

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Chatbot Driven Development

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Ilia Zaitsev
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Towards Data Science

Stress-Free Machine Learning

How to build models quickly without sacrificing code’s quality

9 min readNov 17, 2020

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Stress-Free Machine Learning

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Ilia Zaitsev
in
The Startup

Python Errors Done Right

An opinionated approach to structure your try-except code

5 min readJun 23, 2020

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Python Errors Done Right

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Ilia Zaitsev

Run a Python Function from Terminal

Using the standard library to convert a function’s signature into a console arguments parser

4 min readJul 2, 2019

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Run a Python Function from Terminal

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Ilia Zaitsev
in
HackerNoon.com

How To Fail A Coding Interview

A short story about over-engineering and missing deadlines

8 min readMar 22, 2019

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How To Fail A Coding Interview

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Ilia Zaitsev
in
Towards Data Science

The Best Format to Save Pandas Data

A small comparison of various ways to serialize a pandas data frame to the persistent storage

6 min readMar 14, 2019

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The Best Format to Save Pandas Data

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Ilia Zaitsev
in
Towards Data Science

Deep Learning Model Training Loop

Implementing a simple neural network training loop with Python, PyTorch, and TorchVision.

10 min readDec 9, 2018

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Deep Learning Model Training Loop

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Ilia Zaitsev
in
Coinmonks

How to Implement a Recommendation System with Deep Learning and PyTorch

Applying neural network to make a simple recommendation system for MovieLens ratings dataset

8 min readAug 17, 2018

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How to Implement a Recommendation System with Deep Learning and PyTorch

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Ilia Zaitsev

How to Use K-means to Classify a Dataset with Non-Fixed Number of Features

Reducing dimensionality of the data with clustering

9 min readJul 2, 2018

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How to Use K-means to Classify a Dataset with Non-Fixed Number of Features

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Ilia Zaitsev

Dogs Breeds Classification with Keras

Modern deep learning architectures show quite good results in various fields of artificial intelligence. One of them is images…

8 min readApr 9, 2018

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Dogs Breeds Classification with Keras

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Ilia Zaitsev

Ilia Zaitsev

Software Developer & AI Enthusiast. Working with Machine Learning, Data Science, and Data Analytics. Writing posts every once in a while.

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