Guide to using the standardized syntax within Tidymodels to build and compare various models and metrics When I first learned to build models, eons ago, there were many approaches to constructing models across different packages with different parameter names. Then…
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Are you tired of the time-consuming and error-prone process of manually copying Excel tables into Word documents? Anyone who frequently works with data knows how frustrating it can be to ensure that your tables maintain their formatting and accuracy when transferred between applications. This comprehensive guide will explore various methods for seamlessly copying Excel tables…
In today’s highly competitive business landscape, having access to updated and accurate data is imperative for an organization. However, constantly collecting and keeping this data updated is extremely time-consuming and resource-intensive. Hence, businesses must use automated data collection processes to gain a competitive advantage. The digital age has ensured that most data organizations need is…
In natural language processing (NLP), fine-tuning large pre-trained language models like BERT has become the standard for achieving state-of-the-art performance on downstream tasks. However, fine-tuning the entire model can be computationally expensive. The extensive resource requirements pose significant challenges. In this project, I explore using a parameter-efficient fine-tuning (PEFT) technique called LoRA to fine-tune BERT…
AI (artificial intelligence) is changing cloud structures for better data-driven decision-making in business. This transformation has enabled companies to analyze vast data sets efficiently and automate complex processes. In business, you need to learn how AI is changing the game for cloud computing and data analysis, as it plays a critical role in staying ahead…
In today’s highly competitive business landscape, staying ahead is a constant struggle for all organizations. To achieve this, businesses must be updated with the latest information about the market, customers, and competitors. Gathering information about any of these is known as market research. Whether you are launching a new product or improving an existing one,…
Get ready for an exciting journey into how AI is changing the tech world!
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Adopting finetuned adapters has become a cornerstone in generative image models, facilitating customized image creation while minimizing storage requirements. This transition has catalyzed the development of expansive open-source platforms, fostering communities to innovate and exchange various adapters and model checkpoints, thereby propelling the proliferation of creative AI art. With over 100,000 adapters now available, the…
Inside every plant, animal and human cell are billions of molecular machines. They’re made up of proteins, DNA and other molecules, but no single piece works on its own. Only by seeing how they interact together, across millions of types of combinations, can we start to truly understand life’s processes. In a paper published in…
How I became proficient in SQL to help land my first data science job Photo by Windows on UnsplashSo, you want to learn SQL? Well, in this article, I will run through how I learned SQL in just 2 weeks, which helped me land my first entry-level data science role.
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