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 …
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 …
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 …
Retrieval-Augmented Generation (RAG) vs. Cache-Augmented Generation (CAG): A Deep Dive into Faster, Smarter Knowledge Integration
Author(s): Isuru Lakshan Ekanayaka Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. image source As Large Language Models (LLMs) continue to grow in capability, integrating external knowledge into their responses becomes increasingly important …
Mastering Data Scaling: The Only Guide You’ll Ever Need (Straight from My Journey)
Author(s): Suraj Jha Originally published on Towards AI. How I Finally Conquered Data Scaling: Learn from My Real-World Experience This member-only story is on us. Upgrade to access all of Medium. Image By Author Scaling is one of the fundamental steps in …
You Can Out-Compete OpenAI.
Author(s): Savvas Theocharous Originally published on Towards AI. Don’t let the big dogs scare you. You have the advantage. This member-only story is on us. Upgrade to access all of Medium. This message is for those who genuinely love AI. This is …
Best Laptop For Data Science
Author(s): Egor Howell Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. What’s the best laptop and does it even matter? Photo by Alex Knight on Unsplash I always get asked what’s the best …
Module 1 Part -01 Building Block of Data Analytics
Author(s): Sudeep Originally published on Towards AI. created by me using canva If you are wondering what is this Module 1 and related stuff, please refer this : What is Data Analytics So it all starts with Statistics At a high level, …
Mastering Generative AI Architectural Patterns: A Comprehensive Guide
Author(s): Mike Originally published on Towards AI. Your Ultimate Interview Resource — A Walkthrough of Architectures From GANs to Large Multimodal Models(LMMs). This member-only story is on us. Upgrade to access all of Medium. Photo by BoliviaInteligente on Unsplash Generative Artificial Intelligence …
The Pattern Architecture & Systems — Why Ancient Greece Will Shape Modern Day Artificial Intelligence
Author(s): Cole Williams Originally published on Towards AI. “I’m starting to notice things I never saw before. For some reason, everything has become a metaphor.” Series Introduction & Conceptual Foundation To MLM — Mantic Season 1, Episode 1 This text explores interconnected …
Fine-Tuning a Pre-trained LLM for Sentiment Classification
Author(s): Dimitris Effrosynidis Originally published on Towards AI. Optimizing results with minimal effort This member-only story is on us. Upgrade to access all of Medium. Image by author. In a previous tutorial, Traditional vs. Generative AI for Sentiment Classification, we predicted the …
Building Multimodal RAG Application #8: Putting it All Together! Building Multimodal RAG Application
Author(s): Youssef Hosni Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Multimodal retrieval-augmented generation (RAG) is transforming how AI applications handle complex information by merging retrieval and generation capabilities across diverse data types, …
7 Counterintuitive and Non-intuitive Probability Problems
Author(s): Saankhya Mondal Originally published on Towards AI. Exploring Mind-Bending Scenarios Where Probability Challenges Our Expectations This member-only story is on us. Upgrade to access all of Medium. This article will explore seven fascinating probability problems that challenge intuition and lead to …
I Completed The CrewAI Course: Simplified to 4 Minutes
Author(s): Savvas Theocharous Originally published on Towards AI. The simplest how to build an AI Agent. This member-only story is on us. Upgrade to access all of Medium. Source: Created by Author on Canva. Word around was that CrewAI is the best …
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