2022-01-17
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Machine Learning Interview: Sampling and dataset generation

68 mins readIn 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 readTable 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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2021-12-04
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Sampling from a multivariate Gaussian (Normal) distribution with Python code

3 mins readMultivariate Gaussian distribution is a fundamental concept in statistics and machine learning that finds applications in various fields, including data […]
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2021-11-05
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Volumes in Docker Compose tutorial

5 mins readThe purpose of this post is to review how we can use volumes in Docker Compose. These are some possible scenarios: […]
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2021-11-04
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Steps to Deploy Django with Postgres, Nginx, and Gunicorn on Ubuntu 18.04

6 mins readIn this guide, I will go through all the steps to create a VPS, secure it and deploy a Django […]
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