Demystifying Algorithms: A Non-Technical Guide to How They Affect Your Life
Author(s): Victor Ojewale Originally published on Towards AI. In today’s world, algorithms are everywhere. They determine what you see on social media, the results of your Google searches, the shows Netflix recommends, and even how AI tools like ChatGPT respond to your …
Blockchain and Decentralization: Paving the Path to True Open-Source AI
Author(s): Laszlo Fazekas Originally published on Towards AI. The key players in AI can be broadly divided into two camps: advocates of open-source AI and proponents of closed, proprietary AI. Interestingly, one of the strongest advocates for closed AI is OpenAI, which, …
How I Developed a NotebookLM Clone?
Author(s): Vatsal Saglani Originally published on Towards AI. A Step-by-Step Guide to Creating Multispeaker Podcasts Using GPT-4o and ElevenLabs This member-only story is on us. Upgrade to access all of Medium. Image by DALL-E 3 When Google released NotebookLM, I was quite …
Building Your Own Generative Search Engine for Local Files Using Open-Source Models 🧐📂: Part-2
Author(s): Anoop Maurya Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Paul Green on Unsplash Hey fellow AI nerds! 🤓👋 Thanks for showing all the love on the first article — …
Understanding T-Test and Chi-Square Test: Key Concepts, Applications, and Practical Examples
Author(s): Ganesh Bajaj Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. In the world of statistics, researchers and data analysts frequently face the challenge of determining whether observed differences in data are due …
Mapping the inferno: Harnessing Sentinel-2 satellites and Python to build a wildfire perimeter
Author(s): Ruiz Rivera Originally published on Towards AI. Mapping the inferno: Harnessing Sentinel-2 satellites and Python to build a wildfire perimeter Photo by Husky Haven In Canada’s westernmost province, British Columbia, the uptick in the severity and occurrence of wildfires have caused …
Combining Multiple Retrieval Models for Robust Results: RAPTOR
Author(s): Surya Maddula Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Let’s discuss how different techniques can be applied to retrieval systems, using various algorithms to improve accuracy and resilience against errors. Also …
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 …
Fine-Tuning BERT for Phishing URL Detection: A Beginner’s Guide
Author(s): Anoop Maurya Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Amr Taha™ on Unsplash In the realm of artificial intelligence, the emergence of transformer models has revolutionized natural language processing …
A Mixture Model Approach for Clustering Time Series Data
Author(s): Shenggang Li Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Time Series Clustering Using Auto-Regressive Models, Moving Averages, and Nonlinear Trend Functions Photo by Ricardo Gomez Angel on Unsplash Clustering time series …
LLM Quantization intuition & simple explaination
Author(s): Allohvk Originally published on Towards AI. Quantization explained in plain English When BERT was released around 5 years ago, it triggered a wave of Large Language Models with ever increasing sizes. As the model size got bigger, the performance improved with …
Diffusion Auto-Regressive Transformer For Effective Self-Supervised Time Series Forecasting
Author(s): Reza Yazdanfar Originally published on Towards AI. [source] Time series is important (though underappreciated!) in various domains due to its ability to provide accurate predictions of future data points, which in turn leads to better decision-making, resource allocation, and risk management. …
Supercharge FastAPI with Redis
Author(s): ronilpatil Originally published on Towards AI. Image by Author Table of Content — Introduction—The Challenge—Cache Mechanism—Caching with DiskCache—Caching with Redis—Redis on Upstash—GitHub Repository—Conclusion Introduction In the fast-paced world of web applications, speed and efficiency are the most critical aspects, especially when …
🔓 Unlock Custom Quantization for Hugging Face Models Locally with Ollama 🧠:
Author(s): Anoop Maurya Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Paz Arando on Unsplash If you’re familiar with Hugging Face, you already know it’s a massive hub for open-source machine …
5 Smart Ways to Use Retrieval-Augmented Generation (RaG) for Real-Time NLP Enhancements
Author(s): Mukundan Sankar Originally published on Towards AI. How Retrieval-Augmented Generation (RAG) Can Boost NLP Projects with Real-Time Data for Smarter AI Models This member-only story is on us. Upgrade to access all of Medium. Image illustrating how Retrieval-Augmented Generation (RAG) can …
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