From Words to Vectors: Exploring Text Embeddings
Author(s): Shivam Dattatray Shinde Originally published on Towards AI. This article will guide you through the various techniques for transforming text into formats that machines can understand. We’ll cover everything from basic encoding methods to more complex approaches like embeddings. Photo by …
Sturdy GPT-4 Guardrails: Better Prompting For Python Code Results
Author(s): John Loewen, PhD Originally published on Towards AI. Minimizing frustration and inaccuracy in your data viz results This member-only story is on us. Upgrade to access all of Medium. As a Computer Science professor I have been using GPT-4 for well …
Breaking into Product from Consulting: A Personal Journey
Author(s): Shravankumar Hiregoudar Originally published on Towards AI. Utah (Author) Table of contents: As a Consultant1.1 My Role1.2 Growth Overlap2.1 The Unique Skills Consultants Bring to the Table2.2 Leveraging Consulting Skills in the Product World Transition 1. As a Consultant NYC (Image …
Agentic AI Financial Analysis with Autogen: What is Better, Bitcoin or Tesla?
Author(s): Igor Novikov Originally published on Towards AI. Image by the author Have you ever wondered which is a better investment — NVidia or Tesla? But what if you are too lazy to do the analysis yourself or don’t even know how …
The Era of AI-Native Operating Systems
Author(s): Diop Papa Makhtar Originally published on Towards AI. The Era of AI-Native Operating Systems icon of popular operating systems The architecture of computer operating systems is on the verge of a shift. We’re moving beyond the familiar era of Windows, macOS, …
From Automation to Authenticity: Why a Majority of Social Media Tools Are Becoming Obsolete in 2025
Author(s): Tim Urista | Senior Cloud Engineer Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. created by me using hootusite infographic creator Social media engagement is broken. Last year in 2024, despite businesses …
Model Distillation
Author(s): Naveen Krishnan Originally published on Towards AI. Image Source: Author 1. Introduction Artificial Intelligence has come this long and especially with the large language models like GPT-4 and others are driving innovation across different industries. These models are powerful, but they …
#57 Are LLMs Really the Magical Fix for All Your Problems?
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! When we launched our ‘Beginner to Advanced LLM Developer Course,’ many of you asked if you were late to the AI Wagon. Well, I feel the LLM revolution …
Mastering LLM Interactions
Author(s): Dimitris Effrosynidis Originally published on Towards AI. Prompt engineering, quantized model optimization, and grammar-constrained sampling This member-only story is on us. Upgrade to access all of Medium. Image by author. Generative AI transforms industries by enabling machines to produce human-like text, …
MusicLM: The Future of AI-Powered Music Creation — an Overview
Author(s): Deltan Lobo Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Image Source: Generated by Author using AI When I was 12 and started playing the piano, it took me a while to …
Building AI Agent from Scratch with Ruby
Author(s): Alex Chaplinsky Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. (Image by Author) This article isn’t just about writing code; it’s about the architecture and patterns that underpin AI agent development. Ruby, …
Building a Commodities Analysis Multi-Agent Framework
Author(s): Yaksh Birla Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Leverage LlamaIndex, the Financial Modeling Prep (FMP) API and the latest LLMs for Multi-Agent Commodities Analysis and Rapid Insight Retrieval. All of …
AlexNet: The Deep Learning Breakthrough That Changed Computer Vision
Author(s): Kshitij Darwhekar Originally published on Towards AI. This article delves into AlexNet’s journey, from its groundbreaking architecture and innovations to its lasting impact on the field of deep learning. Explore the key features, techniques to reduce overfitting, and its legacy in …
Demystifying Restricted Boltzmann Machines (RBBs)
Author(s): Mirko Peters Originally published on Towards AI. Restricted Boltzmann Machines are essential tools in machine learning, enabling advanced data analysis through their unique structure and efficient learning techniques. Understanding RBMs can significantly enhance your data science skills and applications. This member-only …
The Hidden Step Before AGI Will Change Everything
Author(s): Frederik Bussler Originally published on Towards AI. Photo by Lindsay Henwood on Unsplash In 2022, when OpenAI released ChatGPT, tech forecasters around the world were consumed by predictions of artificial general intelligence. The race to build machines that could think like …
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