AI’s Got Some Explaining to Do
Author(s): Paul Ferguson, Ph.D. Originally published on Towards AI. Why We’re Demanding Answers from Our Smartest Machines Image generated by Gemini AI Artificial intelligence is making decisions that impact our lives in profound ways, from loan approvals to medical diagnoses. Yet, for …
Reconstruction of Clean Images from Noisy Data: A Bayesian Inference Perspective
Author(s): Bhavesh Agone Originally published on Towards AI. An Introduction to Bayesian Analysis In its most basic form, Bayesian Inference is just a technique for summarizing statistical inference which states how likely an hypothesis is given any new evidence. The method comes …
Getting Started with AgentOps: A Quick Setup Guide
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re the captain of a high-tech ship, with intelligent agents ready to work for you — each agent skilled at analyzing …
A Deep Dive Into Neural Networks and Interpretability
Author(s): Mirko Peters Originally published on Towards AI. This post explores how AI models operate, focusing on convolutional neural networks, the challenge of interpretability, and the implications for our future. Uncover the secrets behind how machines learn and the necessity of comprehending …
LLM2Vec: Unlocking Hidden Power of LLMs
Author(s): Singh Manpreet Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Source: https://aibusiness.com/ A new idea called LLM2Vec could change how we use big language models in natural language processing (NLP). Researchers have …
Cracking the Code of AI Writing
Author(s): Shreepada Rao Originally published on Towards AI. How to Spot Robot Text and Make Yours Human Again? This member-only story is on us. Upgrade to access all of Medium. Image by Author One of the interesting impact of AI stated by …
Top 3 Techniques Used to Uncover Actionable Patterns and Trends
Author(s): Richard Warepam Originally published on Towards AI. How to Recognize Significant Insights from Summarized Data This member-only story is on us. Upgrade to access all of Medium. Photo by Choong Deng Xiang on Unsplash Enough with unboxing your Amazon orders, let’s …
How Meta Optimizes Their Hyperparameters With Nevergrad
Author(s): Benjamin Bodner Originally published on Towards AI. The optimization platform which rules them all This member-only story is on us. Upgrade to access all of Medium. Source: image by author The kings of optimization have been working tirelessly to deliver amazing …
Data Project 3: Obesity Analysis
Author(s): Gencay I. Originally published on Towards AI. How to prevent it, by using data analysis on the Real-life dataset? This member-only story is on us. Upgrade to access all of Medium. Created with Abidin Dino AI, to reach it, consider being …
The Future of AI Development Lies Beyond Python: Meet the Libraries Powering Tomorrow’s Breakthroughs
Author(s): Gabe Araujo, M.Sc. Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Luca Bravo on Unsplash As a Chief AI Prompt Compression Engineer, I’ve spent countless hours optimizing machine learning models, …
Voice RAG with GPT-4O Realtime for Structured and Unstructured Data
Author(s): Naveen Krishnan Originally published on Towards AI. Photo from oneusefulthing.org The accompanying code for this tutorial is: here Introduction In the ever-evolving landscape of artificial intelligence, the introduction of the Azure OpenAI GPT-4o Realtime API marks a significant milestone. As an …
Customer Segmentation and Time Series Forecasting Based on Sales Data
Author(s): Naveen Malla Originally published on Towards AI. This is the third article in a 3-part series. In the first part, I covered initial exploratory data analysis steps and in the second, Customer Segmentation. You don’t have to read those before getting …
How Transformers Revolutionized Large Language Models: A Story of Attention and Efficiency
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. The world of artificial intelligence (AI) has made remarkable strides in recent years, particularly in understanding human language. At the heart of …
Data Scrubbing: How Cleaning Your Data Can Shape Better Machine Learning Models
Author(s): Souradip Pal Originally published on Towards AI. Discover the importance of data scrubbing, how it refines datasets, and the techniques to prepare data for machine learning, including feature selection, row compression, and one-hot encoding. This member-only story is on us. Upgrade …
Voting Ensembles in Machine Learning: Making Predictions Stronger Together
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re part of a group trying to make an important decision. Some members have more experience in certain areas, while others …
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