How to Assess and Audit DevOps Security to Improve Business Value

The ISACA guidelines for auditing DevOps recognize the potential business value of DevOps, but they stress that there are assurance, governance, and security factors to consider. “ This guidance outlines these considerations: the risks associated with DevOps (in both…


The Business Value of DevOps

As the Agile Manifesto states, “We are uncovering better ways of developing software by doing it and helping others do it.” By using DevOps practices, you can measure the impact on business performance. …


Supervised Machine Learning with Python Scikit Learn(sklearn) in Four Lines of Code

Machine Learning(ML) consists of developing a mathematical model from an experimental dataset. Three techniques are used to create a model: supervised learning, unsupervised learning, and reinforcement learning.

This article focuses on supervised learning, which is the most common…


Let us begin by looking at the jargon for data. A bit (binary digit) is the smallest form of data in computer science. It is thought of as an atom. A bit can be 0 or 1. It is typically used to measure the amount of data transmitted from one…


IT auditors face potential challenges in auditing AI. There some solutions that can convert these challenges into successes. In this paper, the author discusses an audit plan for AI audit that leverages ISO27001 to meet GDPR Article 22 compliance.

Impact of AI in organizations

Organizations are incorporating into most of…


An incident in a production environment is never a good thing to deal with. However, those things happen. Even though not very common. Once it happens, you have to be ready for it. Better planning is key to handling incidents. What if a support model includes a prompt for the…


Analyzing a System using PowerShell

Analyzing a System using PowerShell

This project involved using PowerShell to analyze a system. I collected information about a system and did some analysis of the data collected. …


A/B testing is a method of testing that compares the performance of two or more product or service versions A and B, and so on. The most effective A/B testing scenarios are designed to test one main variable (X, Y, count, color, completion rate, etc.). The testing monitors one or…


Computer system resources include CPU, memory, disk, software programs, and data/information stored in the computer system. The operating system’s processes (the process is a program in execution) and kernel do the designated task as instructed. A user’s program can make these processes do different jobs. These processes utilize the resources…


Description

This project involves using a sequence to sequence prediction to develop a sentiment classification system. I used a data set from an IMDB movie review to create benchmarks using recurrent neural network(RNN), RNN with LSTM and dropout rate, RNN with Convolutional neural network(CNN), and RNN with CNN plus dropout…

Celestin Ntemngwa

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