Top Important LLM Papers for the Week from 22/04 to 28/04
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the …
Top Important Computer Vision Papers for the Week from 22/04 to 28/04
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision model optimization, …
Advanced SQL for Data Analysis —Part 1: Subqueries and CTE
Author(s): Carlos da Costa Originally published on Towards AI. Photo by Luke Chesser on Unsplash As query complexity increases, there is a growing need to keep the code organized, modular, and readable. Therefore, it is important to know techniques to maintain code …
Exploration of CDFs: Their Applications in Data Science
Author(s): Ghadah AlHabib Originally published on Towards AI. Image generated by ChatGPT Introduction to CDFs Cumulative Distribution Functions (CDF) are functions that represent the probability of a random variable X that takes on a value less than or equal to a specific …
Critical Ideas Behind What Powers LLMs
Author(s): Vishnu Regimon Nair Originally published on Towards AI. Chronological display of LLM releases. Image by Naveed, Humza, et al. from arXiv.org— [1] In recent years, the ascent of Large Language Models (LLMs) such as GPT-4 and LLaMA has paved the way …
When Things Go Wrong, What and How to Communicate with the Non-AI Leadership?
Author(s): Mandar Karhade, MD. PhD. Originally published on Towards AI. I know he/she does not understand it fully, but here is a message that will help you communicate it better. Let's call a spade a spade. You are interested in reading this …
Prompt Engineering Best Practices: Chain of Thought Reasoning
Author(s): Youssef Hosni Originally published on Towards AI. Prompt engineering, a fundamental concept in AI development, involves crafting tailored instructions or queries to guide AI models in generating desired outputs effectively across diverse tasks and scenarios. The article introduces the Chain of …
7 Best Machine Learning Workflow and Pipeline Orchestration Tools
Author(s): Eryk Lewinson Originally published on Towards AI. Explore tools like Airflow, Prefect, Kedro, ZenML, and more!Image generated with Midjourney Building impactful machine learning projects relies on much more than selecting the best algorithm for the job. Data scientists and machine learning …
A Movie Recommendation System in Python from Scratch
Author(s): Serafeim Loukas, PhD Originally published on Towards AI. In this article, I explain simply how to build a movie recommendation system in Python!Image made by the author using DALL-E diffusion model. After a short break from writing, we are back! Today …
A Comprehensive Guide for Getting Started with Huggingface
Author(s): Eugenia Anello Originally published on Towards AI. Learn the basic concepts of Hugging Face while practicing with the websitePhoto by Courtney Cook on Unsplash With the explotion of Large Language Models that are being applied to solve a huge variery of …
Top Important LLM Papers for the Week from 15/04 to 21/04
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the …
Top Important Computer Vision Papers for the Week from 15/04 to 21/04
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision model optimization, …
Prompt Engineering Best Practices: Building Chatbots
Author(s): Youssef Hosni Originally published on Towards AI. Prompt Engineering for Instruction-Tuned LLMs One of the compelling aspects of utilizing a large language model lies in its capacity to effortlessly construct a personalized chatbot and leverage it to craft your very own …
Demystifying the Receiver Operating Characteristic (ROC) Curve
Author(s): Tan Pengshi Alvin Originally published on Towards AI. Interpreting the metrics behind a supervised classification model, in particular, the ROC curve and AUCImage by Chris Martin from Pixabay One of the most common and widely applicable themes in Artificial Intelligence is …
Pandas vs Polars? Bid Adieu to Pandas and Switch To Polars!
Author(s): Saankhya Mondal Originally published on Towards AI. Dealing with tabular data? Pandas is the first Python library you’ll come across when dealing with tabular data preprocessing. It’s one of the most popular libraries used in Data Science. Pandas is the go-to …
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