Modern Analytics Framework — Industry Approach
Author(s): Saif Ali Kheraj Originally published on Towards AI. Analytics Methodologies, Frameworks, and Applications This member-only story is on us. Upgrade to access all of Medium. In this post, I am going to talk about analytics from an organization’s perspective, mixing in …
The Steepest Ascent Hill Climbing Algorithm Unraveled
Author(s): Mirko Peters Originally published on Towards AI. The steepest ascent hill climbing algorithm is a potent tool for optimization, yet it faces challenges such as local maxima, evaluation function dependency, and plateaus. By overcoming these hurdles through clever adaptations and real-world …
GenAI for Better NLP Systems II: Social Media Analytics
Author(s): Nabanita Roy Originally published on Towards AI. Leveraging GenAI for Social Media Analytics for swifter text processing and inferences as well as improving traditional NLP models with the aid of LLMs This member-only story is on us. Upgrade to access all …
#59: The Agentic AI Era, Smolagents, and a “Gatekeeper” Agent Prototype
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! As you already know, we recently launched our 8-hour Generative AI Primer course, a programming language-agnostic 1-day LLM Bootcamp designed for developers like you. We also have a …
Inside DeepSeek-R1: The Amazing Model that Matches GPT-o1 on Reasoning at a Fraction of the Cost
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 175,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
10 FAQs on AI Agents: Decoding Google’s Whitepaper in Simple Terms
Author(s): Kshitij Darwhekar Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. This article is part of a new series I’m launching called 10 FAQs. In this series, I aim to break down complex …
Creating Custom Image Filters With Opencv
Author(s): Parth Mahakal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Image by Author A variety of different artistic, and stylistic, optical image-capture methods are offered by this group of filters. The Thermal …
Explainability for 3DResNet Classifier
Author(s): Shashwat (Shawn) Gupta Originally published on Towards AI. GradCAM is one of the simplest techniques to get explainability insights into model prediction. I was surprised to find that while there are many blogs on Medium about using GradCAM with ResNet, there …
Sleepless Nights: A Statistical Look at Modern Sleep Patterns
Author(s): Daksh Trehan Originally published on Towards AI. A Statistical Journey Into the Factors That Shape Our Sleep They say the best cure for sleepless nights is to count sheeps. But for some of us, the sheeps are too busy scrolling social …
Our NEW 8-Hour AI Crash Course for Developers!
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! I’m sharing a special issue this week to talk about our newest offering, the 8-hour Generative AI Primer course, a programming language-agnostic 1-day LLM Bootcamp designed for developers …
Cache-Augmented Generation (CAG) vs Retrieval-Augmented Generation (RAG)
Author(s): Talha Nazar Originally published on Towards AI. Cache-Augmented Generation (CAG) vs Retrieval-Augmented Generation (RAG) — Image by Author In the evolving landscape of large language models (LLMs), two significant techniques have emerged to address their inherent limitations: Cache-Augmented Generation (CAG) and …
Data Scientists in the Age of AI Agents and AutoML
Author(s): Edoardo De Nigris Originally published on Towards AI. Uncomfortable reality: In the era of large language models (LLMs) and AutoML, traditional skills like Python scripting, SQL, and building predictive models are no longer enough for data scientist to remain competitive in …
Accelerating Drug Approvals Using Advanced RAG
Author(s): Arunabh Bora Originally published on Towards AI. Using RAG with multi-representation indexing to get full context data from technical documents This member-only story is on us. Upgrade to access all of Medium. Image generated with Imagen 3 This article is inspired …
Let’s Build an AI On-Call Buddy: An MVP Using AWS Bedrock to Supplement Incident Response
Author(s): Asif Foysal Meem Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Source: Image by Midjourney Imagine a system where an on-call engineer can simply ask a chatbot — “What’s wrong with the …
Fine-Tuning LLMs with Reinforcement Learning from Human Feedback (RLHF)
Author(s): Ganesh Bajaj Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Reinforcement Learning from Human Feedback (RLHF) allows LLMs to learn directly from the feedback received on its own response generation. . By …
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