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In any data pipeline, the data ingested from the sources typically goes through several transformations, so much that the data consumed from the destination is widely different from the data actually ingested from the source. Data lineage provides a comprehensive way to chart the flow of data through…
And easy solutions that can immediately turn them around Photo by t Kaiser on UnsplashEvery data engineer wants to feel like they are constantly evolving as a professional and growing their technical skills. As data engineers we like to be challenged and feel we are progressing towards our end goal. This is the nature of…
After a period of anticipation, KDnuggets is excited to release a new cheat sheet for our community, this time spotlighting the indispensable Jupyter Notebook magic commands. These commands are integral for elevating efficiency in Jupyter Notebooks, a preferred environment for many data scientists and analysts. Magic commands are special instructions that expand upon the default…
Introducing Gemini 1.5 By Demis Hassabis, CEO of Google DeepMind, on behalf of the Gemini team This is an exciting time for AI. New advances in the field have the potential to make AI more helpful for billions of people over the coming years. Since introducing Gemini 1.0, we’ve been testing, refining and enhancing its…
In this case, assuming I am the owner of an ecommerce website. I would like to create a Chatbot, so my users can ask specific questions regarding anything about this website (price, product, service, shipping, etc.) as they are in the store. The Chatbot will be supplied with the “private knowledge” and ground its answers…
OCR (Optical Character Recognition) is a game changer for anyone who works with PDF documents. PDFs are notorious for being difficult to edit and search through. When you OCR a PDF, it ensures the text is scanned and extracted, making it fully searchable, editable, and accessible. In this guide, we will compare various methods of…
We live in an era where the machine learning model is at its peak. Compared to decades ago, most people would never have heard about ChatGPT or Artificial Intelligence. However, those are the topics that people keep talking about. Why? Because the values given are so significant compared to the effort.
The breakthrough of AI…
After a credit card? An insurance policy? Ever wondered about the three-digit number that shapes these decisions? Introduction Scores are used by a large number of industries to make decisions. Financial institutions and insurance providers are using scores to determine whether someone is right for credit or a policy. Some nations are even using social…
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Generative AI is on steroids at the moment. It’s developing so quickly and more and more people want to be part of it by the day. At one point, everybody was saying that Data Science was the sexiest career, but it seems that a career in Generative AI has…
Personalized image generation is the process of generating images of certain personal objects in different user-specified contexts. For example, one may want to visualize the different ways their pet dog would look in different scenarios. Apart from personal experiences, this method also has use cases in personalized storytelling, interactive designs, etc. Although current text-to-image generation…