50 Artificial Intelligence Terms in 10 Minutes
Author(s): Gencay I. Originally published on Towards AI. 50 Must-Know AI Terms for Data Science and Machine Learning Enthusiasts: Guide to Understanding Deep Learning, Neural Networks, and More. Artificial intelligence (AI) has become an integral part of our daily lives, from the …
This is How to Stop ChatGPT, Bing, Poe, and You from Hallucinating
Author(s): Rafe Brena, PhD Originally published on Towards AI. Image by Greg Rutkowski on Stable Diffusion 1.5 Despite the amazement and awe that Generative AI conversational systems like ChatGPT have raised, many of us know that the writing produced by them has …
Unpacking the Differences: Machine Learning in Research versus Production Environments
Author(s): Youssef Hosni Originally published on Towards AI. Machine Learning has become a buzzword in the tech industry and beyond, with its applications ranging from image recognition to natural language processing. However, the way machine learning is implemented varies greatly depending on …
On the Open Letter to Halt New AI Developments: 3 Turing Awardees Present 3 Different Postures
Author(s): LucianoSphere Originally published on Towards AI. Picture created with Dall-E-2 Yoshua Bengio, Geoffrey Hinton, and Yann LeCun, three computer scientists and artificial intelligence (AI) researchers, were jointly awarded the 2018 Turing Prize for their contributions to deep learning, a subfield of …
This AI newsletter is all you need #41
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, there was a focus on AI safety, privacy, and regulation. Although the emergence of the next generation of AI models has many …
The Complete Guide to Spiking Neural Networks
Author(s): Ali Moezzi Originally published on Towards AI. Everything you need to know about Spiking Neural Networks from architecture, temporal behavior, and encoding to neuromorphic hardware The world of artificial intelligence is rapidly changing, especially when with it comes to another branch …
Training a Language Model To Give (Non) Legal Advice
Author(s): Thomas Rochefort-Beaudoin Originally published on Towards AI. In this article, I go through the basics of finetuning large language models like BLOOM on a legal text dataset. You can try it on HuggingFace Spaces! I am currently on a quest …
Drift Detection Using TorchDrift for Tabular and Time-series Data
Author(s): Rahul Veettil Originally published on Towards AI. Learn to monitor your mo in production Photo by Alexander Sinn on Unsplash Introduction Machine learning models are designed to make predictions based on data. However, the data in the real world is …
Deep Learning at Rescue: Loan Application Approval
Author(s): Supreet Kaur Originally published on Towards AI. AI can not only automate the credit decision process, it can also make it more efficient and accurate. Machine learning algorithms can be trained on historical loan data to predict the likelihood of …
StyleGAN2: Improve the quality of StyleGAN
Author(s): Albert Nguyen Originally published on Towards AI. This post is in the series StyleGAN architectures. Recap: StyleGAN achieves style-based image generation by disentangling styles from randomness. It allows us to control the synthesis by scaling the size and localizing the …
This AI newsletter is all you need #40
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louis With the surging demand for generative AI, this week saw preparatory developments for the next wave of AI. Companies are fast-tracking the development of …
How To Use TPUs in Kaggle / Google Colab To Train a GAN in the Blink of An Eye.
Author(s): Pere Martra Originally published on Towards AI. Looking to speed up your GAN training? In this article, I’ll show you how to utilize TPUs in Kaggle or Google Colab to drastically reduce training time, allowing you to generate high-quality images in …
Acheiving 33rd Rank (of 186) in a NASA Harvest Field Boundary Detection Challenge in 50 Epochs
Author(s): Ronny Polle Originally published on Towards AI. A full description with ablations and code. source : Zindi.Africa Outline 1. Problem Statement 2. Approach 3. Key Takeaways Problem Statement NASA Harvest Field Boundary Detection challenge is a machine learning challenge organized by …
StyleGAN2: Improve the Quality of StyleGAN
Author(s): Albert Nguyen Originally published on Towards AI. This post is in the series StyleGAN architectures. Recap: StyleGAN achieves style-based image generation by disentangling styles from randomness. It allows us to control the synthesis by scaling the size and localizing the latent …
A Comprehensive Introduction to Machine Learning Experiment Tracking
Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: Machine learning is a rapidly evolving field that has shown incredible promise in revolutionizing various industries, from healthcare to finance and beyond. However, conducting machine learning experiments is a complex and …
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