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Amir Masoud Sefidian
2022-07-28
Categories
Python
Software Engineering
Steps to package and publish Python codes to PyPI (pip)
5
mins read
In today’s article, we are going to discuss how PyPI lets developers share packages with other people who may wish
[…]
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
[…]
2022-03-28
Categories
Python
Bulk Boto3 (bulkboto3): Python package for fast and parallel transferring a bulk of files to S3 based on boto3!
5
mins read
Table of Contents: Introduction About bulkboto3 Getting Started Prerequisites Installation Usage Contributing Conclusion Introduction “How to transfer a bulk of
[…]
2022-02-17
Categories
Big Data
Python
Spark
A guide on PySpark Window Functions with Partition By
11
mins read
When analyzing data within groups, Pyspark window functions can be more useful than using groupBy for examining relationships. First, a
[…]
2021-12-26
Categories
Artificial Intelligence
Finance
Machine Learning
Python
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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