Published in MLearning.ai·PinnedHow do I choose a machine learning algorithm for my application?Choosing a machine learning (ML) or deep learning (DL) algorithm for application is one of the major issues for artificial intelligence (AI) engineers and also data scientists. Here I want to clarify this issue. In this regard, choosing an appropriate algorithm is based on different factors, such as the type…Machine Learning3 min readMachine Learning3 min read
Published in Level Up Coding·PinnedChatGPT Replies About Adaptive LearningMost of this content is generated by ChatGPT. It uses the artificial intelligence of OpenAI. Melanee: What is adaptive learning? ChatGPT: Adaptive learning is a type of educational technology that uses artificial intelligence (AI) algorithms to personalize the learning experience for each student. It adapts the teaching methods, content, and…Chatgpt6 min readChatgpt6 min read
PinnedDDoS attacks via new Python packagesThis weekend, researchers at Checkmarx discovered that a user named “devfather777” published 12 python packages on PyPi that used a name similar to other popular packages to trick software developers into using the malicious versions instead [1]. The complete list of uploaded malicious PyPi packages are: Gesnim Kears TensorFolw Seabron tqmd lxlm mokc ipaddres ipadress falsk douctils inda…Malicious Code2 min readMalicious Code2 min read
Published in Level Up Coding·PinnedThe Basic Concepts of Operating Systems (OS)Introduction An operating system (OS) exploits the hardware resources of one or more processors to provide a set of services to system users [1]. The operating system is a program that can play a middle role between hardware and software.Computer Operating System5 min readComputer Operating System5 min read
Published in Level Up Coding·PinnedHow to solve the Apriori algorithm in a simple way from scratch?Note: All the contents of the images, including tables and calculations and codes have been investigated by me and there is no need to refer any references for them. Introduction There are several methods for machine learning such as association, correlation, classification & clustering, this tutorial primarily focuses on learning using…Algorithms8 min readAlgorithms8 min read
Jun 26, 2022How to solve the Apriori algorithm in a simple way from scratch?4785Parisan Ahmadiso interestingso interesting1 min read1 min read
Jun 20, 2022IP version 6 at a glanceAbstract: For sure, you know the IP address, but if you do not know, it is a 32-bit address that all devices connected to the Internet, such as smartphones, laptops and routers, must have manually or dynamically. …IP3 min readIP3 min read
Jun 11, 2022A Post-Quantum Authenticated Key Agreement SchemeAbstract We know that photons are basis of Quantum computers. These computers with fiber optic–based telecommunication infrastructures will make a suitable networks. Despite such powerful computers and networks, existing cryptographic systems quickly lose their security. Therefore we have to design several new cryptographic algorithms against the quantum computer attacks. In…Quantum Computer15 min readQuantum Computer15 min read
Jun 10, 2022Roadmap to the world of networking and network securityAbstract We need a training course to enter the world of information technology and networking. There are many resources for this field on the Internet and in the world of books, but we must choose the best and most professional ones. Network and network security are among the most attractive…Networking3 min readNetworking3 min read
Jun 8, 2022Drug molecule generation by artificial neural networks (ANN)What is artificial neural networks (ANN)? The artificial neural network (ANN) is designed by programming computers to behave simply like interconnected brain cells. The term “Artificial neural network” refers to a biologically inspired sub-field of artificial intelligence modeled after the brain. An Artificial neural network is usually a computational network based on biological neural networks that…Cheminformatics2 min readCheminformatics2 min read
