Jun 10Member-onlyPython 3.11.4: Discover the most* beneficial new featuresPython 3.11.4 brings a host of exciting new features and improvements. The latest version of Python not only offers enhanced speed but also boasts a more user-friendly experience. With seventeen months of development behind it, Python 3.11.4 is now ready for widespread use. *the most, in my humble opinion This…Python5 min readPython5 min read
Jun 7Member-onlyLarge Language Model: OpenAI API reference tutorialHow to parametrise LLMs models via API calls (with examples and code) In this article, I briefly introduce what is the LLM and how it works. Then, there is an introduction about API design and how we can shape the behaviour of OpenAI LLM model. …AI7 min readAI7 min read
Apr 15, 2022Member-onlyMLOps (part 2.01/20): Introduction to Docker. Quick start guide (ML, Flask and python)Machine Learning Operations: how to deploy and manage (not only) machine learning models reliably and efficiently. Introduction Docker is a technology that allows to run a program on any operating system. …9 min read9 min read
Apr 10, 2022Member-onlyMLOps (part 3.0/20): Introduction to Go (Golang programming language)Machine Learning Operations Series: how to deploy, scale and manage (not only) machine learning models reliably and efficiently. This article will cover: Why Go in this series? What is Go? Learn basics of Go in 30 minutes! Other resources and links Appendix 1: Data types in Go Why Go in this series? Python, Java, shell, C/C++ or Javascript are…Go13 min readGo13 min read
Mar 5, 2022Member-onlyEthical Hacking (part 11.0/20): Introduction to steganography with examples and toolsHow to hide secret messages inside digital objects Note: by sharing knowledge of existing vulnerabilities, tools and countermeasures, we can prevent cyber criminals from taking inappropriate actions. This article will cover: Introduction to steganography Step by step explanation of how it works Steghide installation (available in Windows, Linux and Mac) Hands on embedding a…Ethical Hacking5 min readEthical Hacking5 min read
Mar 2, 2022Member-onlyAnonymous — the hacker collective that may become seventh estate and stabilise the worldPart of Ethical Hacking series (part 17.0/20). This article is being updated regularly. The latest update: 26/03/2022. — Note: links may change, I will try to update them as often as possible and add a new content regularly. Before going into details on who are the anonymous, what they currently do and how they do it, I want you to think about the concept of separation of power. …Anonymous5 min readAnonymous5 min read
Feb 21, 2022Member-onlyEthical Hacking (part 10.0/20): SQL injection explained with examples and toolsNote: This article is being updated regularly. The latest update: 22/02/2022 Note: by sharing knowledge of existing vulnerabilities, tools and countermeasures, we can prevent cyber criminals from taking inappropriate actions. This part introduces a Structured Query Language (SQL) injection technique which is one of the most commonly used attack by…Ethical Hacking13 min readEthical Hacking13 min read
Feb 19, 2022Member-onlyMLOps (part 1.03/20): Introduction to Helm — a package manager for KubernetesMachine Learning Operations: how to deploy and manage (not only) machine learning models reliably and efficiently. Introduction If you are reading this article, you most probably already used either pip/Conda for Python, Homebrew for Linux/macOS or Chocolatey for Windows. These package managers are crucial for fast-track software development. Similarly, Kubernetes has…Kubernetes5 min readKubernetes5 min read
Feb 17, 2022Member-onlyMLOps (part 5.01/20): Introduction to YAML file — data-serialization language for OpsYAML (Ain’t Markup Language) is a human-readable data-serialization language. It is a commonly used format for configuration files, e.g. in Docker, Kubernetes, Azure or in many CI/CD pipeline tools — that makes it a must for every MLOps/DevOps engineer. For training and testing purposes, you can use an online JSON…Mlops4 min readMlops4 min read
Feb 16, 2022Member-onlyPython iterators & generators and why to use generators over list comprehensions (with examples and code)If you are interested in developing Python apps in a more elegant way, you care about performance or you just want to learn more advanced aspects of Python — this article is for you. In this article, I explain, step-by-step, on how to create custom iterators & generators, so even…Python5 min readPython5 min read
