AWS: Virtual Private Cloud and Load Balancer
Author(s): Amit Chauhan Originally published on Towards AI. Improve application performance with reduced latency and high-security The article focuses on two critical components of cloud computing that play a pivotal role in ensuring secure, scalable, and efficient cloud infrastructures: first is VPC …
Exploring AI Prompt Engineering: Mathematical Foundations and RAG Methodologies
Author(s): Shenggang Li Originally published on Towards AI. Photo by ZHENYU LUO on Unsplash We first represent a Large Language Model (LLM) with the formula: It looks simple, However, if we want to understand its application and the AI techniques on LLMs, …
The LLM Series #5: Simplifying RAG for Every Learner
Author(s): Muhammad Saad Uddin Originally published on Towards AI. Welcome to the fifth edition of the LLM Series, where I continue to unravel the applications of large language models (LLMs). In this article, I aim to simplify the concept of Retrieval Augmented …
Python Streamlit And GPT4: How To Map UNHCR Refugee Data
Author(s): John Loewen, PhD Originally published on Towards AI. Prompting GPT-4 for an interactive Streamlit/Plotly dashboard Python Streamlit is an amazing framework for creating interactive web interfaces — and GPT-4 can whip up working Streamlit code in a jiffy. Combine this with …
How Do Face Filters Work?
Author(s): Vincent Vandenbussche Originally published on Towards AI. Examples of face filters applied to a few images using the method in this article. See References section for original images credits. Everyone knows Snapchat filters. Face filters are everywhere now in our apps: …
Chilibot: Powerful Text Mining for Biology, on the web
Author(s): LucianoSphere (Luciano Abriata, PhD) Originally published on Towards AI. Predating the Large Language Model Era Yet Widely Used and Acclaimed Chilibot, a free web-based application for mining PubMed literature and developed well before the advent of large language models (LLMs), stands …
Exploring the Popularity of Random Forest Among GIS Data Experts
Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Created by the author with DALL E-3 I was thinking of a unique way to introduce my article, since it is sort of a healthy obsession between two, how should I refer to …
This AI newsletter is all you need #101
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie We’ve secretly worked on something for the past year +, and we are now ready to share it with you. With contributions from over …
Magic Wands Don’t Exist: The Jagged Frontier of AI
Author(s): Pawel Rzeszucinski, PhD Originally published on Towards AI. The jagged frontier of AI sets us up for a challenging hike (source: DALL-E) The onset of generative AI (genAI) and the spectacular capabilities of large language models (LLMs) has opened the door …
Inside One of the Most Important Papers of the Year: Anthropic’s Dictionary Learning is a Breakthrough Towards Understanding LLMs
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Ideogram I recently started an AI-focused educational newsletter, that already has over 170,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
Transformers in AI: The Attention Timeline, From the 1990s to Present
Author(s): Thiongo John W Originally published on Towards AI. Photo by Arseny Togulev on Unsplash What we call transformer architecture today has taken more than three decades to evolve into its present state. The following is an exploration into the three decades …
Midjourney Magic: 40 Essential SREF Random Styles — Part 5
Author(s): PromptDervish Originally published on Towards AI. How to combine styles for a brand new style of your own. 40 SREF style codes to get you started. Welcome to the fifth installment of our Midjourney Magic Cookbooks. In this segment, we have …
AI Market Dynamics: Open Vs. Closed, Direct Vs. Indirect
Author(s): Adel Zaalouk Originally published on Towards AI. The Generative AI bubble keeps getting bigger, and the landscape is more dynamic than ever, leaving no one behind, from the tech giants/the incumbents to new entrant startups. The net improvements in productivity and …
Assessing Bias in Predictive Models with PROBAST
Author(s): Eera Bhatt Originally published on Towards AI. PROBAST. No, this bast is not the tree bark that helps us make ropes. Instead, PROBAST stands for Prediction Model Risk Of Bias ASsessment Tool. But why do we need it? We live in …
The Power of Query Translation Techniques
Author(s): Mostafa Ibrahim Originally published on Towards AI. In this article, we delve into the power of query translation techniques, exploring how they enhance search accuracy and efficiency by transforming user queries into structured, understandable formats for search systems.Source: Dall-E In the …
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