#A.I. In recent years, the finance industry has been experiencing significant changes, with artificial intelligence and machine learning (ML) playing an increasingly important role. via https://AIupNow.com Vinod Chugani, Khareem Sudlow ...
Friday, November 1, 2024
Tuesday, October 29, 2024
Leveraging Transfer Learning in Computer Vision for Quick Wins #AI
#A.I. Computer vision (CV) is a field where machines learn to "see" and understand images or videos. via https://AIupNow.com Jayita Gulati, Khareem Sudlow ...
Tuesday, October 15, 2024
Evaluating fairness in ChatGPT #AI
#A.I. We've analyzed how ChatGPT responds to users based on their name, using AI research assistants to protect privacy. via https://AIupNow.com , Khareem Sudlow ...
Sunday, October 6, 2024
Import AI 380: Distributed 1.3bn parameter LLM; math AI; and why reality is hard for AI #AI
#A.I. Import AI publishes first on Substack – subscribe here. Cambridge researchers show how to use distributed training to make a 1.3bn parameter LLM:…More evidence that distributed training works well for relatively small models…Researchers with ...
Thursday, October 3, 2024
Import AI 379: FlashAttention-3; Elon’s AGI datacenter; distributed training. #AI
#A.I. Import AI publishes first on Substack – subscribe here. FlashAttention-3 makes it more efficient to train AI systems:…Significant efficiency improvements…Researchers with Colfax Research, Meta, NVIDIA, Georgia Tech, Princeton University, and ...
Wednesday, October 2, 2024
Put AI to Work: Lessons from Hundreds of Successful Deployments #AI
#A.I. Put AI to Work: Lessons from Hundreds of Successful Deployments via https://AIupNow.com , Khareem Sudlow ...
How AI is improving simulations with smarter sampling techniques #AI
#A.I. Imagine you’re tasked with sending a team of football players onto a field to assess the condition of the grass (a likely task for them, of course). If you pick their positions randomly, they might cluster together in some areas while complet...
Sunday, September 29, 2024
Navigating Missing Data Challenges with XGBoost #AI
#A.I. XGBoost has gained widespread recognition for its impressive performance in numerous Kaggle competitions, making it a favored choice for tackling complex machine learning challenges. Known for its efficiency in handling large datasets, this p...
Thursday, September 26, 2024
OpenAI and GEDI partner for Italian news content #AI
#A.I. OpenAI and GEDI announce strategic partnership to bring Italian-language news content to ChatGPT. via https://AIupNow.com , Khareem Sudlow ...
Tuesday, September 24, 2024
Introducing Verdi, an AI dev platform powered by GPT-4o #AI
#A.I. Mercado Libre introduces Verdi, an AI developer platform powered by GPT-4o via https://AIupNow.com , Khareem Sudlow ...
Monday, September 23, 2024
Introducing the OpenAI Academy #AI
#A.I. New initiative will fuel innovation by investing in developers and organizations leveraging AI, starting in low- and middle-income countries. via https://AIupNow.com , Khareem Sudlow ...
Saturday, September 21, 2024
Branching Out: Exploring Tree-Based Models for Regression #AI
#A.I. Our discussion so far has been anchored around the family of linear models. Each approach, from simple linear regression to penalized techniques like Lasso and Ridge, has offered invaluable insights into predicting continuous outcomes based o...
Decision Trees and Ordinal Encoding: A Practical Guide #AI
#A.I. Categorical variables are pivotal as they often carry essential information that influences the outcome of predictive models. However, their non-numeric nature presents unique challenges in model processing, necessitating specific strategies ...
Friday, September 20, 2024
From Data to Insights: A Beginner’s Journey in Exploratory Data Analysis #AI
#A.I. Every industry uses data to make smarter decisions. But raw data can be messy and hard to understand. EDA allows you to explore and understand your data better. In this article, we’ll walk you through the basics of EDA with simple steps and e...
5 Real-World Machine Learning Projects You Can Build This Weekend #AI
#A.I. Building machine learning projects using real-world datasets is an effective way to apply what you’ve learned. Working with real-world datasets will help you learn a great deal about cleaning and analyzing messy data, handling class imbalance...
Thursday, September 19, 2024
Genmab Launches “AI Everywhere” #AI
#A.I. Genmab embraces ChatGPT Enterprise, supported by OpenAI’s commitment to security and privacy via https://AIupNow.com , Khareem Sudlow ...
Friday, September 13, 2024
Filling the Gaps: A Comparative Guide to Imputation Techniques in Machine Learning #AI
#A.I. In our previous exploration of penalized regression models such as Lasso, Ridge, and ElasticNet, we demonstrated how effectively these models manage multicollinearity, allowing us to utilize a broader array of features to enhance model perfor...
Monday, September 9, 2024
Tips for Using Machine Learning in Fraud Detection #AI
#A.I. The battle against fraud has become more intense than it ever has been. As transactions become increasingly digital and complex, fraudsters are constantly devising new ways to exploit vulnerabilities in financial systems. And this is where th...
Sunday, September 8, 2024
People facing life-or-death choice put too much trust in AI, study finds #AI
#A.I. In simulated life-or-death decisions, about two-thirds of people in a UC Merced study allowed a robot to change their minds when it disagreed with them -- an alarming display of excessive trust in artificial intelligence, researchers said...
Friday, September 6, 2024
5 Emerging AI Technologies That Will Shape the Future of Machine Learning #AI
#A.I. Artificial intelligence is not just altering the way we interact with technology; it’s reshaping the very foundations of machine learning. As we stand on the brink of innovative breakthroughs, understanding emerging AI technologies becomes es...