Hit Pause on AI: Time to Refresh the Basics
Author(s): Elangoraj Thiruppandiaraj Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Artificial Intelligence (AI) has quickly evolved from a buzzword to an important component in almost all industries today. It’s easy to get …
Polars Just Got Even Faster
Author(s): Lazar Gugleta Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Recently, I wrote about Polars vs Pandas and their advantages in the current Data Science industry, but a few days ago, we …
Linear Function Approximation in Reinforcement Learning
Author(s): Shivam Mohan Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. In reinforcement learning (RL), a key challenge is estimating the value function, which predicts future rewards based on the current state. In …
Instruction Fine-Tuning LLM using SFT for Financial Sentiment: A Step-by-Step Guide
Author(s): Youssef Hosni Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Instruction fine-tuning allows large language models (LLMs) to be adapted for specific tasks by guiding them with clear, task-oriented instructions. In this …
Affirmative Action Is Dead — Is AI the Next Battleground for Equity?
Author(s): Myra Roldan Originally published on Towards AI. Affirmative Action Is Dead — Is AI the Next Battleground for Equity? Photo by Christina @ wocintechchat.com on Unsplash This week I attended a session delivered by Jennifer Brown, a global DEI thought leader. …
How to Build Your Own AI Fitness Coach Using Open-Source LLMs and Gradio:
Author(s): Anoop Maurya Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Victor Freitas on Unsplash In this tech-savvy age, why pay for a fitness trainer when you can build your own …
Vision Embedding Comparison for Image Similarity Search: EfficientNet vs. ViT vs. VINO vs. CLIP vs. BLIP2
Author(s): Yuki Shizuya Originally published on Towards AI. Photo by gilber franco on Unsplash Recently, I needed to research image similarity search. I wonder if there are any differences among embeddings based on the architecture training methods. However, few blogs compare embeddings …
From Data Scientist to C-Suite: Making of Chief Data and Analytics Officer
Author(s): Shreepada Rao Originally published on Towards AI. A structured approach to becoming a CDAO This member-only story is on us. Upgrade to access all of Medium. Photo by Samuel Scrimshaw on Unsplash Gartner says By 2025, Chief Data and Analytics Officers …
Building Your Own Generative Search Engine for Local Files Using Open-Source Models 🧐📂
Author(s): Anoop Maurya Originally published on Towards AI. Top highlight This member-only story is on us. Upgrade to access all of Medium. Photo by Paul Green on Unsplash Alright, fellow nerds! Ever had that feeling where your brain is like a chaotic …
How to Conduct Descriptive Statistics Analysis Effectively
Author(s): Richard Warepam Originally published on Towards AI. Breaking Down Descriptive Statistics: How to Squeeze More Insights from Your Data This member-only story is on us. Upgrade to access all of Medium. Photo by Justin Morgan on Unsplash First things first. I’m …
Why LLM Patterns Are the Key to Enterprise Success — And Why Ignoring Them is a Mistake
Author(s): David Sweenor Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. In nature, patterns are everywhere — you just have to look. Photo by author David E. Sweenor As the generative AI aura …
Random Generative AI Art for Endless Creativity
Author(s): Nicolas MARTIN Originally published on Towards AI. One of the greatest features of many Artificial Intelligence algorithms is its randomness. This randomness gives a more natural approach to answering different needs and can be applied to a new layer: creating random …
#44 Why is Model Distillation the Hottest Trend in AI Right Now?
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week we discuss the hottest trend in AI: Model Distillation, along with some interesting articles on RAG, Llama 3.2, and Bayesian methods. What’s AI Weekly This week, …
Forecasting: Stories of Time Series, LLMs, Causality, and Cats
Author(s): Dr. Alessandro Crimi Originally published on Towards AI. Can a Foundation Model Revolutionize Time Series Forecasting, or are we stuck with Granger causality? This member-only story is on us. Upgrade to access all of Medium. What is the effect and the …
LLM-Powered Metadata Extraction Algorithm
Author(s): Vladyslav Fliahin Originally published on Towards AI. Introduction Source: Image generated by the author using AI (Flux AI) Did you know that businesses receive thousands of customer reviews daily, each containing valuable insights? Yet, making sense of this data and processing …
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