Pandas Is Dead. Machine Learning Teams Are Using These Tools Instead.
Author(s): Julia Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by BoliviaInteligente on Unsplash Python’s Pandas library has been a long-standing favorite among data analysts due to its powerful DataFrame structure and …
Exploring Causal Decision Theory Approach with Quantile Regression
Author(s): Shenggang Li Originally published on Towards AI. Using AI and Causal Decision Theory to Prioritize Restocking: Balancing Demand, Inventory Risk, and Product Importance This member-only story is on us. Upgrade to access all of Medium. Photo by Louis Hansel on Unsplash …
Support Vector Machines Math Intuitions
Author(s): Fernando Guzman Originally published on Towards AI. Support Vector Machines, or SVM, is a machine learning algorithm that, in its original form, is utilized for binary classification. The SVM model seeks to determine the optimal separation line between two classes, understood …
Mark Zuckerberg Confirms Meta’s Llama 4
Author(s): Get The Gist Originally published on Towards AI. Plus: Parallels Brings Apple Intelligence to Windows This member-only story is on us. Upgrade to access all of Medium. Welcome to Get The Gist, where every weekday, we share an easy-to-read summary of …
#47 Building a NotebookLM Clone, Time Series Clustering, Instruction Tuning, and More!
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! As we wrap up October, we’ve compiled a bunch of diverse resources for you — from the latest developments in generative AI to tips for fine-tuning your LLM …
Apple Intelligence Launched On iPhone, iPad, & Mac
Author(s): Get The Gist Originally published on Towards AI. Plus: Meta’s New AI-Powered Search Engine This member-only story is on us. Upgrade to access all of Medium. Welcome to Get The Gist, where every weekday we share an easy-to-read summary of the …
How Can GPTs Interact with Computers? OmniParser Explained
Author(s): Barhoumi Mosbeh Originally published on Towards AI. Microsoft has silently released OmniParser, an open-source tool designed to convert screenshots into structured, easy-to-interpret elements for Vision Agents. The goal of this tool is to advance the emerging field of enabling large language …
Predicting Heart Attacks Using Machine Learning Models: A Comprehensive Approach
Author(s): Farhaan Nazirkhan Originally published on Towards AI. By Farhaan Nazirkhan & Sarwin Rajiah Abstract This study implements two supervised machine learning models, Decision Tree and Multilayer Perceptron (MLP), to predict heart attack likelihood using a labeled dataset of 1,888 rows and …
AI-Driven Decision Making: Comparing Markov Decision Process and Reinforcement Learning
Author(s): Shenggang Li Originally published on Towards AI. How Trump and Harris Could Use MDP and RL to Maximize Their Chances in the 2024 Election This member-only story is on us. Upgrade to access all of Medium. Photo by Chad Stembridge on …
Large Language Model Evaluation Metrics
Author(s): Derrick Mwiti Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Possessed Photography on Unsplash The most common evaluating metrics for large language models are: PerplexityBLEUROUGEBERTScoreCOMETMETEORBLEURTGPTScorePRISMBARTScoreG-EvalHuman Evaluation Evaluating large language models(LLMs) …
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