Image by Author   Running LLMs (Large Language Models) locally has become popular as it provides security, privacy, and more control over model outputs. In this mini tutorial, we learn the easiest way of downloading and using the Llama 3 model.  Llama 3 is Meta AI's latest family of LLMs. It…

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Image by Author   It is a widely spread fact among Data Scientists that data cleaning makes up a big proportion of our working time. However, it is one of the least exciting parts as well.  So this leads to a very natural question:   Is there a way to automate this process?   Automating…

Image by author   If you want to get a job in data science and you didn’t get a degree in computer science, data science, or mathematics the first time around, you might be looking at your options now. You could go back to school to get that degree, or you could try to…

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…