Image by Author   Do you ever feel like there are too many tools for MLOps? There's a tool for experiment tracking, data and model versioning, workflow orchestration, feature store, model testing, deployment and serving, monitoring, runtime engines, LLM frameworks, and more. Each category of tool has multiple options, making it confusing for managers…

Image by Author   Learning from free courses can be highly beneficial for those seeking to enter the field of data science. Free courses offer numerous advantages such as cost-effectiveness, flexibility, access to the latest tools and concepts, opportunities to learn from industry experts, community support, and hands-on learning experience instead of spoon-feeding. In…

  Image by Author  When you decided to become a data professional, you were aware of one thing: learning never stops. It can be hard to keep up with learning new things in the market or upskilling to ensure you remain competitive. KDnuggets are here to help you with that journey. We want to introduce…

  Image by Author   If you’re a tech professional or looking to enter the industry, what you should be thinking about right now is being the best you can be in a specific area. You want to be seen as a specialised professional, someone who knows their stuff, the ins and outs,…

Image by Author   Gone are the days when models were simply trained and left to collect dust on a shelf. Today, the real value of machine learning lies in its ability to enhance real-world applications and deliver tangible business outcomes. However, the journey from a trained model to a production is filled with…

Image by Author   It is becoming more important to master MLOps (Machine Learning Operations) for those who want to effectively deploy, monitor, and maintain their ML models in production. MLOps is a set of practices that aims to merge ML system development (Dev) and ML system operation (Ops). Luckily, the open-source community has…

Image by Author   There’s never been a more exciting time to break into tech. And there’s always a growing demand for skilled software engineers. So how do you land a software engineering job—even if you're taking the self-taught route—without a CS degree? To help you get there, we’ve compiled this list of free…

Image created by Author with Midjourney   MetaGPT is a multi-agent framework for assigning roles to various agents which leads to the formation of collaborative entities which are able to work in tandem to execute complex instructions. MetaGPT bills itself as a "software company as multi-agent system," giving you an idea of the intended usage…

Image by Author   Accessing ChatGPT online is very simple - all you need is an internet connection and a good browser. However, by doing so, you may be compromising your privacy and data. OpenAI stores your prompt responses and other metadata to retrain the models. While this might not be a concern for…

Image by Author   If you’ve programmed in a language like C++ or Java, you’ve likely used enums to create named constants. Enums are helpful when you have a variable that takes one of a fixed number of values—often related such as the days of the week, student grades, order status, and the like.…