Mehdi Fekih
AWS – Key Differences Between Network Access Control Lists (NACLs) and Security Groups
Navigating the complexities of cloud security requires a deep understanding of the tools at your disposal. Two fundamental components—Network Access Control Lists (NACLs) and Security Groups—serve as the cornerstone of network security in cloud environments. While both are instrumental in safeguarding your resources, they differ significantly in their operation and application. NACLs provide a layer of defense at the subnet level, controlling traffic based on a set of ordered rules. Security Groups, conversely, offer a more granular level of protection, applying to individual instances with a stateful approach to traffic filtering. This article elucidates the key differences between NACLs and Security Groups, shedding light on their unique roles and how they complement each other in fortifying your cloud infrastructure.
Unlocking Data Transformation with DBT: A Comprehensive Guide
Explore the transformative power of DBT (Data Build Tool) in the modern data landscape. This comprehensive guide delves into how DBT revolutionizes data transformation, making it an essential tool for data analysts and engineers. Discover its key features, including version control, testing, and documentation, and learn how its implementation can streamline data workflows across various industries. Join the DBT revolution and step into a future where data transformation catalyzes growth and innovation.
Comparing the Performance and Cost of A100, V100, T4 GPUs, and TPU in Google Colab
Graphics Processing Units (GPUs) have revolutionized the world of computing, especially in areas that require high computational power such as deep learning, data analytics, and graphics rendering. With the rise of cloud platforms like Google Colab, users now have access to powerful GPUs and TPUs (Tensor Processing Units) for their computational tasks. In this article, […]
Spark vs. Hadoop
Hadoop and Spark, both developed by the Apache Software Foundation, are widely used open-source frameworks for big data architectures. We are right at the heart of the Big Data phenomenon, and companies can no longer ignore the impact of data on their decision-making. As a reminder, data considered as Big Data meets three criteria: velocity, […]
How to Deploy a Streamlit Dashboard Online with Docker-Compose
Deploying interactive web applications has never been more streamlined. With the power of Streamlit, data enthusiasts can transform data scripts into shareable web apps without the intricacies of web development. Coupled with Docker’s containerization, these apps can be consistently deployed, ensuring that what works on one machine will work on another. Dive into the world of seamless deployment and discover how Streamlit and Docker are revolutionizing the way we share data visualizations and interactive tools.
Artificial Intelligence and ChatGPT: A Simple Overview
Artificial Intelligence (AI) has come a long way since its birth in the 1950s. One of its growth engines has been Machine Learning (ML). AI has seen big changes, and its models are becoming more human-like in their abilities. One such model that has made waves recently is OpenAI’s ChatGPT, which is all about natural […]
