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If you are using the AWS Relational Database Service (RDS) offered managed database services, you may wonder how to strategize database storage size. Strategizing database storage includes understanding the key components of RDS storage, optimizing these storage factors, and capping storage growth by using retention periods. AWS RDS offers managed database services for Oracle, MySQL, PostgreSQL, and SQL Server. These...
Published on: January 09, 2025 | Source:What Is AI Data Governance? Artificial Intelligence (AI) governance refers to the frameworks, policies, and ethical standards that guide AI technologies' development, deployment, and management. It encompasses a range of considerations, such as data privacy, algorithmic transparency, accountability, and fairness in AI systems, aiming to ensure that these technologies operate according to societal values and legal...
Published on: January 09, 2025 | Source:Security comes down to trust. In DevOps and our applications, it really is a question of "should this entity be allowed to do that action?" In an earlier time in IT, we could assume that if something was inside a trusted perimeter, be it in our private network or on a specific machine, then we could assume entities were trustworthy and naturally should be able to access resources and data. However, as applications...
Published on: January 09, 2025 | Source:Recent studies show most Agile teams are struggling to properly integrate security into their development cycles. The rush for quick delivery is creating major vulnerabilities. Some key findings from industry research: - Most orgs prioritize speed over security measures - Security requirements are often tacked on as afterthoughts - Teams lack proper security training and tools The article proposes some interesting...
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Published on: January 08, 2025 | Source:In the past, many code editors were built just for one specific language. To provide rich and smart code editing, tight integration between the editor and the language tooling was a must. On the other hand, there were (and still are) more general-pur...
Published on: January 08, 2025 | Source:Recently, I took a break from writing to focus on my exams. During this time, I had an interesting experience: I had the chance to explain SQL (Structured Query Language) to my peers. While exploring SQL in-depth, I encountered a common frustration: ...
Published on: January 08, 2025 | Source:Artificial Intelligence is revolutionizing industries and workflows, and learning to work with AI in the cloud is an important skill for modern developers. Whether you're a beginner or looking to deepen your understanding of generative AI, this cours...
Published on: January 08, 2025 | Source:Creating unique projects is one of the best ways to grow as a programmer, and what better way to learn than by building something creative for the holiday season? Imagine crafting a festive Christmas calendar from scratch, generating eye-catching, cu...
Published on: January 08, 2025 | Source:Keeping up with the latest research is a critical part of the job for most data scientists. Faced with this challenge myself, I often struggled to maintain a consistent habit of reading academic papers and wondered if I could design a system that would lower the barrier to exploring new research making it easier to engage with developments in my field without the need for extensive time commitments. Given my long...
Published on: January 08, 2025 | Source:Air pollution has become a pressing issue in South Asia with recent reports from major news outlets, such as the BBC and CNN, highlighting Lahore in Pakistan as a city struggling with critically poor air quality. Using open data from IQAir, this article plots the Air Quality Index (AQI) for Lahore and expands the analysis to include other locations within Punjab, covering cities in both Pakistan and India. By...
Published on: January 08, 2025 | Source:Big data has significantly evolved since its inception in the late 2000s. Many organizations quickly adapted to the trend and built their big data platforms using open-source tools like Apache Hadoop. Later, these companies started facing trouble managing the rapidly evolving data processing needs. They have faced challenges handling schema level changes, partition scheme evolution, and going back in time to look at...
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Published on: January 08, 2025 | Source:How Copilot can generate unit tests, refactor code, create documentation, perform multi-file edits, and much more. The post How to use GitHub Copilot: What it can do and real-world examples appeared first on The GitHub Blog.
Published on: January 08, 2025 | Source:The primary inspiration for this article was my feeling that unfortunately, IT and Cyber too often work in silos β with security constraints often poorly addressed or insufficiently shared. It was also inspired by meetings with people working in Cyber, who may recognize each other. Indeed, on the IT side, API security is often perceived as a subject that is covered as long as authentication and rights are properly...
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Published on: January 08, 2025 | Source:"Event-driven business architecture" is the idea of a software architecture that centers business applications on events and processes. In the following, I will explain its core concepts and describe how building business applications around events can enhance architectural flexibility. What Is an Event? When we talk about "event-driven business architecture," one of the first questions that naturally arises is: what...
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Published on: January 08, 2025 | Source:With organizations shifting at a rapid pace to the cloud, securing the infrastructure is of paramount importance in their list of priorities. Even though AWS provides a varied set of tools and services related to security and compliance. There are various other factors beyond security. Security is not just about tools but about strategy, vigilance, continuous improvement, and conformity to the industry compliance...
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Published on: January 08, 2025 | Source:Organizations adopting Infrastructure as Code (IaC) on AWS often struggle with ensuring that their infrastructure is not only correctly provisioned but also functioning as intended once deployed. Even minor misconfigurations can lead to costly downtime, security vulnerabilities, or performance issues. Traditional testing methods β such as manually inspecting resources or relying solely on static code analysis β do not...
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Published on: January 08, 2025 | Source:With the advancements in artificial intelligence (AI), the models are getting increasingly complex, resulting in increased size and latency, leading to difficulties in shipping models to production. Maintaining a balance between performance and efficiency is often a challenging task, and the faster and more lightweight you make your models, the further along they can be deployed into production. Training models on...
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Published on: January 08, 2025 | Source:The efficiency and productivity of developers greatly depend on the tools and environments they use. Creating traditional development environments has been a time-consuming process, which results in errors due to inconsistencies across teams and projects. However, with the introduction of Dev Home and Dev Boxes, developers can now have solutions that simplify the setup and management of development environments...
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Published on: January 08, 2025 | Source:Think back to those days when you met the love of your life. The feeling was mutual. The world seemed like a better place, and you were on an exciting journey with your significant other. You were both βall-inβ as you made plans for a life together. Life was amazing... until it wasnβt.
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