Machine learning continues to provide benefits of all sorts that have become integrated within society, meaning that a career in machine learning will only become more important with time. A career in machine learning is something many people strive for; however, it’s not an easy journey to start. Beyond this, even once you have begun […]
Introduction Large language models (LLMs) are useful for many applications, including question answering, translation, summarization, and much more, with recent advancements in the area having increased their potential. As you are undoubtedly aware, there are times when LLMs provide factually incorrect answers, especially when the response desired for a given input prompt is not represented […]
With large language model (LLM) products such as ChatGPT and Gemini taking over the world, we need to adjust our skills to follow the trend. One skill we need in the modern era is prompt engineering. Prompt engineering is the strategy of designing effective prompts that optimize the performance and output of LLMs. By structuring […]
Machine learning is now the cornerstone of recent technological progress, which is especially true for the current generative AI stampede. Many use tools such as ChatGPT, Perplexity and Midjourney to help in their day-to-day work, strong evidence that machine learning will continue to shape how we approach work for a long time to come. Closing […]
In real life, the machine learning model is not a standalone object that only produces a prediction. It is part of an extended system that can only provide values if we manage it together. We need the machine learning (ML) pipeline to operate the model and deliver value. Building an ML pipeline would require us […]
Python is the most popular data science programming language, as it’s versatile and has a lot of support from the community. With so much usage, there are many ways to improve our data science workflow that you might not know. In this article, we will explore ten different Python one-liners that would boost your data […]
As data scientists with Python programming skills, we use Scikit-Learn a lot. It’s a machine learning package usually taught to new users initially and can be used right through to production. However, much of what is being taught is basic implementation, and Scikit-Learn contains many secrets to improve our data workflow. This article will discuss […]
Hugging Face has significantly contributed to the breakthrough of machine learning application technology, especially in the NLP field. They could contribute a lot because Hugging Face focuses on building a platform for the community to easily access models, tools, and datasets to the public. That’s why Hugging Face has become a place to contribute to […]
The large Language Model, or LLM, has revolutionized how people work. By helping users generate the answer from a text prompt, LLM can do many things, such as answering questions, summarizing, planning events, and more. However, there are times when the output from LLM is not up to our standard. For example, the text generated […]
Deep learning is a subset of machine learning that has become a cornerstone in many technological breakthroughs. At the core of deep learning, it’s a model inspired by the human brain, which we call a neural network. Contrary to the traditional machine learning model, deep learning can automatically find feature representations from data. That’s why […]
