Image by Editor   Few data concepts are more polarizing than ETL (extract-transform-load), the preparation technique that has dominated enterprise operations for several decades. Developed in the 1970s, ETL shined during an era of large-scale data warehouses and repositories. Enterprise data teams centralized data, layered reporting systems and data science models on top, and…

Image generated with DALLE-3   In the era of advanced language model applications, developers and data scientists are continuously seeking efficient tools to build, deploy, and manage their projects. As large language models (LLMs) like GPT-4 gain popularity, more people are looking to leverage these powerful models in their own applications. However, working with…

Image generated with DALLE-3   Machine learning is becoming increasingly popular in the data space. But there’s often a notion that to become a machine learning engineer you need to have an advanced degree. This, however, is not completely true. Because skills and experience trump degrees, always. If you're reading this, you’re probably new…

Image by Author   The team at KDnuggets hope you have been enjoying the ‘Back to Basic’ series. To end it off, we have a bonus week for those who want to go that extra mile and increase their knowledge base.  If you haven’t already, have a look at: Moving onto the bonus week, …

Image generated with Segmind SSD-1B Model   When you're analyzing data with pandas, you’ll use pandas functions for filtering and transforming the columns, joining data from multiple dataframes, and the like. But it can often be helpful to generate plots—to visualize the data in the dataframe—rather than just looking at the numbers.  Pandas has…

Photo by Ketut Subiyanto   In the not-so-distant past, data scientists were tethered to cubicles and confined to physical office spaces. However, times are changing, and the remote work revolution is reshaping the professional landscape.  Today, it is easier than ever to pursue your passion for data science while working from the comfort of…

Image by Editor   Data science is an ever-evolving field, and the constant influx of data makes it a compelling case to solve complex problems with innovative solutions. One such solution that has gained attention in recent times is ChatGPT. This powerful language model, developed by OpenAI, has shown remarkable natural language understanding and…

Image by Author   Data visualization isn't just about making graphs. It’s about taking data and making sense of it. And burning other peoples’ retinas with your eclectic color choices, of course. From tracking global health trends (remember COVID-19?) to tracking your daily runs, the right chart or map can spotlight patterns and answers…

Image by Author   As the world of data science continuously evolves, the tools and technologies used by professionals in the field also advance. Google's NotebookLM is offering a unique and powerful way to understand your data and information. This blog post delves into what NotebookLM is, how it works, and the numerous possibilities…

Image by Author   For a while now, ChatGPT has been in the limelight. Everyone is talking about it, and a lot of people are using it, what could possibly go wrong? Google has always aimed to maintain its reputation of being an AI-first company, and so far they have been doing well. However, in…