2022-06-19
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Understanding Micro, Macro, and Weighted Averages for Scikit-Learn metrics in multi-class classification with example

11 mins read The F1 score, also known as the F-measure, stands as a widely-used metric to assess a classification model’s performance. When […]
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2022-06-16
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Machine Learning Interview: Classical Algorithms

40 mins read In this post, I will provide the answers to the questions for the online ML interview book. 1) What are […]
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2022-01-17
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Machine Learning Interview: Sampling and dataset generation

68 mins read In this post, I will provide the answers to the questions for the online ML interview book. 1)If you have […]
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2021-12-26
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Walk-forward optimization for algorithmic trading strategies on cloud architecture

11 mins read Table of Contents: Introduction Terminology Walk-forward Optimization Design of walk-forwards The Architecture Configuring cloud machines using Ansible Docker Swarm Optimization […]
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2021-07-02
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Machine Learning Interview: Computer Vision

34 mins read 1) For neural networks that work with images like VGG-19, InceptionNet, you often see a visualization of what type of […]
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