Author archive for Nikolay Manchev, page 3

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Nikolay Manchev

Nikolay Manchev is a former Principal Data Scientist for EMEA at Domino Data Lab. In this role, Nikolay helped clients from a wide range of industries tackle challenging machine learning use-cases and successfully integrate predictive analytics in their domain-specific workflows. He holds an MSc in Software Technologies, an MSc in Data Science, and is currently undertaking postgraduate research at King's College London. His area of expertise is Machine Learning and Data Science, and his research interests are in neural networks and computational neurobiology.

Perspective

Increasing model velocity for complex models by leveraging hybrid pipelines, parallelization and GPU acceleration

By Nikolay Manchev10 min read

Machine Learning

Reinforcement learning introduction: Foundations and applications

By Nikolay Manchev17 min read

Data Science

Explaining black-box models using attribute importance, PDPs, and LIME

By Nikolay Manchev17 min read

Code

Accelerating model velocity through Snowflake Java UDF integration

By Nikolay Manchev15 min read

Data Science

Credit Card Fraud Detection using XGBoost, SMOTE, and threshold moving

By Nikolay Manchev16 min read

Code

Performing non-compartmental analysis with Julia and Pumas AI

By Nikolay Manchev10 min read

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