Published inNovai-Cybersecurity 101Understanding the TCP/IP 3-Way Handshake and How Nmap WorksThe TCP/IP 3-way handshake is a fundamental mechanism for establishing a reliable connection between two devices on a network. It ensures…Jan 15Jan 15
Published inNovai-Cybersecurity 101Understanding Nmap for Scanning: Parameters, Examples, and When to Use ThemNmap (Network Mapper) is an open-source tool that helps in network discovery, vulnerability scanning, and security auditing. This article…Jan 15Jan 15
Node.js Fundamentals: A Beginner’s GuideNode.js is an open-source, cross-platform runtime environment that allows developers to run JavaScript code outside the browser. Built on…Jan 6Jan 6
Published inNovai-Artificial Intelligence 101Predictive Machine Failure Using Multiclass Classification with Deep LearningPredicting machine failures is critical in industrial operations to reduce downtime, improve safety, and save costs. In this article, we…Dec 15, 2024Dec 15, 2024
Published inNovai-Artificial Intelligence 101Practical Data Exploration and Validation Using PythonWhen working with datasets, a systematic exploration and validation process is key to uncovering insights and ensuring data integrity. In…Dec 15, 2024Dec 15, 2024
Published inNovAI-Python 101How to Create and Use a Python PackagePackaging in Python is a powerful way to organize and reuse code, especially for larger projects. In this article, we’ll walk through the…Dec 15, 2024Dec 15, 2024
Understanding ISO 27001: What, Why, How to Implement, and its Relation to COBIT and NIST CSFIntroduction to ISO 27001Dec 8, 2024Dec 8, 2024
Understanding NIST Cybersecurity Framework (CSF) 2.0Introduction to NIST Cybersecurity Framework (CSF) 2.0Dec 8, 2024Dec 8, 2024
COBIT 2019: An OverviewCOBIT (Control Objectives for Information and Related Technologies) is a framework designed to help organizations govern and manage…Dec 8, 2024Dec 8, 2024
Published inNovAI CISM 101Understanding Information Security Strategy: What, Why, Who, HowIn today’s interconnected world, protecting information assets is crucial for any organization. An Information Security Strategy provides a…Dec 8, 2024Dec 8, 2024
Published inNovAI CISM 101A Guide to CISM Domain 1: Information Security GovernanceThe Certified Information Security Manager (CISM) credential, governed by ISACA, is a globally recognized certification for information…Dec 8, 2024Dec 8, 2024
Published inNovai-Artificial Intelligence 101Product Segmentation Using Unsupervised LearningProduct segmentation is crucial in understanding patterns in retail data, enabling businesses to tailor their strategies for inventory…Dec 7, 2024Dec 7, 2024
Published inNovai-Artificial Intelligence 101Handling Outliers in Data: A Step-by-Step Guide Using PythonIn real-world datasets, it’s common to encounter outliers — values that are significantly different from other data points in a dataset…Dec 7, 2024Dec 7, 2024
Published inNovai-Artificial Intelligence 101Handling Missing Values in Data: A Step-by-Step GuideWhen working with real-world data, missing values are common and must be addressed before conducting analysis or building models. This…Dec 7, 2024Dec 7, 2024
Published inNovai-Artificial Intelligence 101Data Summarization in Python : A Step-by-Step GuideIn data analysis, data summarization refers to the process of aggregating data in order to generate insights, typically by calculating…Dec 7, 2024Dec 7, 2024
Published inNovai-Artificial Intelligence 101Exploratory Data Analysis (EDA) with Matplotlib and Seaborn: A Practical GuideData visualization is a critical component of Exploratory Data Analysis (EDA). By representing data graphically, we can uncover patterns…Dec 7, 2024Dec 7, 2024
Published inNovai-Artificial Intelligence 101Predictive Machine Failure Using Binary Classification with Deep LearningIn this article, we will explore how to predict machine failure using binary classification with deep learning on a predictive maintenance…Dec 6, 2024Dec 6, 2024
Published inNovai-Artificial Intelligence 101Exploratory Data Analysis for Predictive Maintenance DataIn this article, we will perform Exploratory Data Analysis (EDA) on a predictive maintenance dataset. This analysis is critical for…Dec 6, 2024Dec 6, 2024
Published inNovai-Artificial Intelligence 101Cross-Validation in Machine Learning: A Beginner-Friendly GuideWhen building machine learning models, it’s crucial to evaluate how well they perform on unseen data. This ensures the model isn’t…Dec 6, 2024Dec 6, 2024
Published inNovai-Artificial Intelligence 101Introduction to MLFlow: A Beginner’s Guide with Multiple ExperimentsMachine learning (ML) has become essential in many industries, but managing the complexities of machine learning workflows can be…Dec 6, 2024Dec 6, 2024