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Tag: data science community

How to Navigate the Filesystem Using Bash – KDNuggets

Image by Author | Midjourney & Canva  It should come as no surprise to anyone reading this that the Unix/Linux filesystem is organized in a...

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A Roadmap to Machine Learning Algorithm Selection – KDnuggets

Image created by Author Introduction An important step in generating predictive models is selecting the correct machine learning algorithm to use, a choice which can have...

3 New Prompt Engineering Resources to Check Out – KDnuggets

Created by Author using Midjourney  I won't start this with an introduction to prompt engineering, or even talk about how prompt engineering is "AI's hottest...

Free Google Cloud Learning Path for Gemini – KDnuggets

Image created by Author  Introduction to Gemini It's the era of language models, and Gemini is Google's latest and most capable model to date. Gemini is...

Retrieval Augmented Generation: Where Information Retrieval Meets Text Generation – KDnuggets

Image created by Author using Midjourney  Introduction to RAG In the constantly evolving world of language models, one steadfast methodology of particular note is Retrieval Augmented...

Meta Llama 3: Redefining Large Language Model Standards

Introduction The landscape of artificial intelligence has been dramatically reshaped over the past few years by the advent of Large Language Models (LLMs). These powerful...

Introducing MetaGPT’s Data Interpreter: SOTA Open Source LLM-based Data Solutions – KDnuggets

Image created by Author with Midjourney  MetaGPT is a multi-agent framework for assigning roles to various agents which leads to the formation of collaborative entities...

Enroll in a Data Science Undergraduate Program For Free – KDnuggets

Image by Author  I'm excited to share with you another degree program that is similar to the Computer Science Degree Program we discussed earlier....

Survey: Machine Learning Projects Still Routinely Fail to Deploy – KDnuggets

How often do machine learning projects reach successful deployment? Not often enough. There's plenty of industry research showing that ML projects commonly fail to...

Prompt Engineering 101: Mastering Effective LLM Communication – KDnuggets

Image created by Author with DALL•E 3  Prompt engineering, like language models themselves, has come a long way in the past 12 months. It was...

The KDnuggets 2023 Cheat Sheet Collection – KDnuggets

Image created by Author with DALL•E 3  Are you looking for handy quick references for a variety of topics on data science, machine learning, Python...

Evaluating Methods for Calculating Document Similarity – KDnuggets

Image by Editor Data science is a field that has grown tremendously in the last hundred years because of advancements made in the field of...

Enhancing LLM Reasoning: Unveiling Chain of Code Prompting – KDnuggets

Image created by Author with DALL•E 3  Key Takeaways Chain of Code (CoC) is a novel approach to interacting with language models, enhancing reasoning abilities through...

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