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 …
Advancing Time Series Forecasting: A Comparative Study of Mamba, GRU, KAN, GNN, and ARMA Models
Author(s): Shenggang Li Originally published on Towards AI. Evaluating Modern and Traditional Methods for Multivariate Time Series Prediction This member-only story is on us. Upgrade to access all of Medium. Photo by Chiara Maretti on Unsplash Imagine trying to predict how a …
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 …
Why Small Language Models Make Business Sense
Author(s): Paul Ferguson, Ph.D. Originally published on Towards AI. Image generated by Gemini AI Small Language Models are changing the way businesses implement AI by providing solutions that operate efficiently using standard hardware. Despite the attention given to massive AI models, these …
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 …
Making Red Light Green Light Game Possible With Computer Vision?
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 Red Light, Green Light in North America, and Grandma’s/ Grandmother’s Footsteps or Fairy Footsteps in the United Kingdom is …
The Agentic AI Era: A Primer
Author(s): Kaush B Originally published on Towards AI. GenAI, Agentic AI, Advanced AI Photo by Marija Zaric on Unsplash Content Introduction to Holistic Intelligence (HI) What are AI Agents? Types of AI Agents AI Agent Architecture: Topologies Enterprise AI Agents: Characteristics and …
Unlocking the Advantages of Semantic Chunking to Supercharge Your RAG Models
Author(s): Aditya Baser Originally published on Towards AI. 1. Introduction 1.1. What is chunking, and why do we need it? The intuition behind chunking and how it helps in the retrieval of information Imagine you are searching for a specific piece of …
#58 Can We Use One Big Model To Train Smaller Models?
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we explore LLM optimization techniques that can make building LLMs from scratch more accessible with limited resources. We also discuss building agents, image analysis, large concept …
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, …
Six Books That Changed My Attitude to Managing Engineering Teams
Author(s): Dr. Aliaksei Mikhailiuk Originally published on Towards AI. Save Time, Boost Your Leadership Skills, and Build Happy and Winning Teams! This member-only story is on us. Upgrade to access all of Medium. Image generated with Imagen3-fast by the Author. Nobody wants …
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 …
How Far Is AI Capable of Delivering on Its Promises and Changing Our Civilization?
Author(s): Jesus L. Lobo Originally published on Towards AI. Plato’s Allegory of the Cave as a parallel to the possibility of a real transformative AI. Source: Image by the author and used in [1]. This is one of the questions that comes …
Revolutionizing AI with Jamba: The Cost-Effective Game-Changer for Long Contexts
Author(s): Rohit Sharma Originally published on Towards AI. If you think all LLMs are the same — think again. Every time I find something new when I deep dive into a new framework! I’ve been of late experimenting with Jamba and as …
Advanced Hallucination Mitigation Techniques in LLMs – RAG, knowledge editing, contrastive decoding, self-refinement, uncertainty-aware beam search
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. Advanced Hallucination Mitigation Techniques in LLMs: Beyond RAG to a World of Riches Stuck in the RAG rut? Break free and discover other innovative and powerful techniques like knowledge editing, contrastive decoding, self-refinement, …
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