OpenAI Dev Day 2023: Four Major Announcements From the Founder Sam Altmanβs Keynote You Must Not Miss!
Author(s): Vino Duraisamy Originally published on Towards AI. Top highlight From updates to ChatGPT, the introduction of GPT-4 Turbo, Custom GPTs and GPT store, Assistants API, revised pricing for the models, improved function calling, built-in retrieval, and more. The first-ever developer conference …
Vector Databases for Your LLM + Streamlit Applications
Author(s): Yaksh Birla Originally published on Towards AI. Image Generated by Author If youβve been toying with large language models (LLM) and their applications long enough, youβve probably heard of vector databases. In the boundless realm of LLM applications, vector databases stand …
NLP, NN, Time series: Is it possible to Predict Oil Prices Using Data From Google Trends?
Author(s): Krikor Postalian-Yrausquin Originally published on Towards AI. Using Word2Vec first, then scraping from Google Trends for the frequency of Google searches, followed by time series (via a Fourier decomposition) and neural networks with Keras, I attempt to predict future oil prices. …
GPT-4 Vs. Zephyr-7b-beta: Which One Should You Use?
Author(s): Gao Dalie (ι«ιη) Originally published on Towards AI. As Language models grow, their capabilities change in unexpected ways; one of the latest innovations in LLM is the zephyr-7b-beta. It has about 7 billion parameters that can be run easily on a …
Data Cleaning in Python
Author(s): Louis Adibe Originally published on Towards AI. Master data cleaning in Python using the Panda libraryScott Graham on Unsplash Today, I will show you how to implement data cleaning using pandas. The dataset used in this publication comes from open-rice Hongkong …
Why I Quit My PhD in AI
Author(s): Louis Bouchard Originally published on Towards AI. Dropping out of a PhD for the startup world Originally published on louisbouchard.ai, read it before on my blog! I decided to quit my Ph.D. in artificial intelligence. I was one year into this …
Inside COSP and USP: Google Research New Methods to Advance Reasoning in LLMs
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using DALL-E 3 I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to …
Is This Real Multi-Modal Learning? β ImageBind explained
Author(s): Boris Meinardus Originally published on Towards AI. Image to text or audio to text, thatβs the multi-modal learning from last year! ImageBind [1] by Meta AI. Now thatβs real multi-modal learning! ImageBind combines multiple modalities into one shared embedding space. This …
Is This Real Multi-Modal Learning? β ImageBind explained
Author(s): Boris Meinardus Originally published on Towards AI. Image to text or audio to text, thatβs the multi-modal learning from last year! ImageBind [1] by Meta AI. Now thatβs real multi-modal learning! ImageBind combines multiple modalities into one shared embedding space. This …
YOLOv8 Segmentation on Custom Dataset (Medical Image Segmentation)
Author(s): Sumit Pandey Originally published on Towards AI. image by Author from [Dall-e] YOLOv8 is an amazing segmentation model; its easy to train, test and deploy. In this tutorial, we will learn how to use YOLOv8 on the custom dataset. But before …
The Computer Visionβs Battleground: Choose Your Champion
Author(s): Salvatore Raieli Originally published on Towards AI. Which is the best computer vision model? Which one is best for a particular task?Photo by GR Stocks on Unsplash Transfer learning has changed computer vision, but many open questions remain. For example, what …
The Computer Visionβs Battleground: Choose Your Champion
Author(s): Salvatore Raieli Originally published on Towards AI. Which is the best computer vision model? Which one is best for a particular task?Photo by GR Stocks on Unsplash Transfer learning has changed computer vision, but many open questions remain. For example, what …
End-to-End Experimental Design using A/B Test
Author(s): Oham Ugochukwu Originally published on Towards AI. A data-driven guide to decision-making and product design Introduction If youβve ever wondered about experimental design and A/B testing, you just came to the right article. This article is the roadmap you need to …
Python Inheritance Common Practices and Pitfalls: Diamond Problem, Mixins, and Others
Author(s): Muttineni Sai Rohith Originally published on Towards AI. Inheritance, like any other concept in OOPs, allows developers to reuse the code and develop elegant and scalable software solutions. Keeping in mind the vast community of Python developed multiple modules and logics. …
Python Inheritance Common Practices and Pitfalls: Diamond Problem, Mixins, and Others
Author(s): Muttineni Sai Rohith Originally published on Towards AI. Inheritance, like any other concept in OOPs, allows developers to reuse the code and develop elegant and scalable software solutions. Keeping in mind the vast community of Python developed multiple modules and logics. …
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