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Amir Masoud Sefidian
2022-06-19
Categories
Artificial Intelligence
Data Science
Machine Learning
Python
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
[…]
2022-06-16
Categories
Artificial Intelligence
Data Science
Machine Learning
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
[…]
2022-01-17
Categories
Artificial Intelligence
Data Science
Deep Learning
Feature Engineering
Machine Learning
Mathematics
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
[…]
2021-07-02
Categories
Artificial Intelligence
Computer Vision
Data Science
Deep Learning
Machine Learning
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
[…]
2021-06-26
Categories
Data Science
Python
A complete guide on Pandas Grouping, Aggregating, and Transformation
51
mins read
Introduction One of the most basic analysis functions is grouping and aggregating data. In some cases, this level of analysis
[…]
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