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@rtriangle

Daniil Korbut

@rtriangle·London, UK·Joined December 2022

Machine Learning Engineer @ Amazon Rufus

About

Machine Learning Engineer at Amazon Alexa Shopping (London) Ex-Microsoft Data Scientist MSc Computer Science

Available for

mentoring and teaching

Daniil Korbut's blogs

Daniil Korbut's blogrtriangle.hashnode.dev6 posts

Articles Comments5

About

Machine Learning Engineer at Amazon Alexa Shopping (London) Ex-Microsoft Data Scientist MSc Computer Science

Available for

mentoring and teaching

Daniil Korbut's blogs

Daniil Korbut's blogrtriangle.hashnode.dev6 posts

Approximate Nearest Neighbors Algorithms and Libraries

Introduction Approximate nearest neighbor or ANN is a critical problem in Machine Learning and has numerous applications in various fields. The importance of ANN search lies in its ability to efficiently find approximate solutions to the nearest neig...

Apr 23, 2023 · 9 min readrtriangle.hashnode.dev

Top Python Profiling Libraries for Optimizing Code Performance

Introduction Python code profiling is an important technique that helps to understand the code performance and identify potential bottlenecks. In this article, I would like to share my experience of profiling package usage and cover some of the most ...

Apr 7, 2023 · 9 min readrtriangle.hashnode.dev

AutoML Python packages

Introduction AutoML, or Automated Machine Learning, is a growing field in artificial intelligence focused on making Machine Learning more accessible to non-experts. AutoML aims to automate some of the most time-consuming and complex tasks involved in...

Feb 26, 2023 · 9 min readrtriangle.hashnode.dev

Multiple Python versions on Mac and how to set it up correctly

Introduction It is possible to have multiple versions of Python installed on a single MacBook. This can be done by using a version manager such as conda or using virtual environments with appropriate Python versions for each of your specific tasks. S...

Jan 19, 2023 · 4 min readrtriangle.hashnode.dev

On-policy and Off-policy algorithms in Reinforcement Learning

Reinforcement learning (RL) is a type of machine learning that enables agents to learn how to make decisions by interacting with an environment. The agent learns to maximize a reward signal by trying different actions and observing the resulting rewa...

Jan 13, 2023 · 7 min readrtriangle.hashnode.dev