Trends in AI March 2023
Author(s): Sergi Castella i Sapé Originally published on Towards AI. LLaMA from Meta, an embodied PALM-E model from Google, Consistency Models, and new OpenAI API endpoints plus juicy pricing for ChatGPT: 0.002$/1k tokens. Source: Zeta Alpha The fast-paced development of Large Language …
The Best YouTube Channels for Learning Data Science for Free in 2023
Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: This member-only story is on us. Upgrade to access all of Medium. In recent years, data science has become an increasingly popular field due to the explosion of data and the …
Unlocking New Insights with Vision Transformer
Author(s): Anay Dongre Originally published on Towards AI. Image generated by DALL.E 2 The Vision Transformer (ViT) is a state-of-the-art deep learning model designed to process and interpret visual information. It utilizes a novel attention-based approach to identify key features and patterns …
Step-by-step Handwriting Words Recognition With PyTorch
Author(s): Rokas Liuberskis Originally published on Towards AI. Construct an accurate handwriting recognition model with PyTorch! Understand how to use the MLTU package to simplify the PyTorch models training pipeline and discover methods to enhance your model’s accuracy. This member-only story is …
Unraveling the Magic of Generative AI: The Ultimate FAQ Extravaganza! ✨
Source: Unsplash Top of the most common questions in generative AI answered TL;DR: Buckle up for an exciting ride through the world of Generative AI! In this comprehensive FAQ, we’ve tackled the burning questions that explore the ins and outs of these …
Set theory
Author(s): MicroBioscopicData Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Welcome to this tutorial on set theory in Python and data analysis. is a fundamental branch of mathematics that deals with the study …
Set theory
Author(s): MicroBioscopicData Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Welcome to this tutorial on set theory in Python and data analysis. is a fundamental branch of mathematics that deals with the study …
GPT-4 Is Ready To Unleash Multimodal AI-language Capabilities, and You Can Try It.
Author(s): Jair Ribeiro Originally published on Towards AI. Image by OpenAI Discovering the Power of Advanced Communication and Personalization in OpenAI’s Newest Tool I just had the chance to try out GPT-4, the latest and greatest iteration in OpenAI’s groundbreaking series …
Precision & Recall — An Illustrative
Author(s): Yalda Shankar Originally published on Towards AI. Precision is defined as TP / (TP + FP), while Recall is defined as TP / (TP + FN). Clearly, Precision is maximised when FP = 0, while Recall is maximised when FN = …
Building Customized Chatbots for the Web Using GPT-4
Author(s): LucianoSphere Originally published on Towards AI. Capitalize on GPT-4’s superior knowledge and skills and its capacity to process larger texts, already now on your web apps. Also know some cons of this new model, as revealed by my own tests. This …
A Beginner’s Guide to Synthetic Data
Author(s): Supreet Kaur Originally published on Towards AI. Data for Machine Learning Model is like the heart of the human body. A model’s success depends on multiple factors, but Data is one of the critical factors that dictate success. Some companies have …
Breaking Down the Central Limit Theorem: What You Need to Know
Author(s): Chinmay Bhalerao Originally published on Towards AI. The Importance of the Central Limit Theorem in Statistical Inference Photo by Tomas Eidsvold on Unsplash Even if you are not normal, the average is normal !!!! –Josh Starmer The central limit theorem is …
PyTorch Wrapper to Build and Train Neural Networks
Author(s): Rokas Liuberskis Originally published on Towards AI. I will introduce the PyTorch Wrapper in this tutorial, saving us time when developing the PyTorch models training pipeline. We’ll be able to do this in blocks! The Most Advanced Data Science Roadmaps You’ve …
The rise of API-powered NLP apps: Hype Cycle, or a New Disruptive Industry?
Author(s): Nikola Nikolov Originally published on Towards AI. Image generated with Stable Diffusion. Large Language Models (LLMs) have come a long way in recent years. From fluent dialogue generation to text summarisation, and article generation, language models have made it extremely easy …