admin – Page 9 – The Ai Innovation

Productionizing a RAG App. Adding evaluation, automated data… | by Ed Izaguirre | Aug, 2024

Data ScienceAugust 3, 202422Views 0Likes 0Comments

Adding evaluation, automated data pulling, and other improvements. From Film Search to Rosebud 🌹. Image from Unsplash.Table of Contents Introduction Offline Evaluation Online Evaluation Automated Data Pulling with Prefect Summary Relevant Links A few months ago, I released the Film Search app, a Retrieval-Augmented Generation (RAG) application designed to recommend films based on user queries.…

Why does AI hallucinate?. On April 2, the World Health… | by CuriosityDeck | Jul, 2024

Human AiJuly 30, 202420Views 0Likes 0Comments

On April 2, the World Health Organization launched a chatbot named SARAH to raise health awareness about things like how to eat well, quit smoking, and more. But like any other chatbot, SARAH started giving incorrect answers. Leading to a lot of internet trolls and finally, the usual disclaimer: The answers from the chatbot might…

Redefining Accuracy in Metrological Instruments

IoTJuly 30, 202417Views 0Likes 0Comments

Industries like aviation engineering, pharmaceutics and automotive manufacturing are beginning to rely on artificial intelligence for metrological instrument calibration, valuing it for its unparalleled accuracy and efficiency. How will this technology reshape conventional practices? AI’s Role in Metrological Instrument Calibration It shouldn’t be surprising that AI has applications in metrology — the science of…

How to Perform Memory-Efficient Operations on Large Datasets with Pandas

Data AnalyticsJuly 29, 202416Views 0Likes 0Comments

Image by Editor | Midjourney Let’s learn how to perform operation in Pandas with Large datasets. Preparation As we are talking about the Pandas package, you should have one installed. Additionally, we would use the Numpy package as well. So, install them both. Then, let’s get into the central part of…

How to Extract Data from Payslips Using OCR?

UncategorisedJuly 29, 202416Views 0Likes 0Comments

What’s the first thing you do once your salary is credited into your bank account? (Apart from spending it, of course...) I immediately rush to review my payslip to understand the earnings and deductions in detail. In this article, we will understand this document that has become an integral part of our monthly work ritual. …

Revolutionising Visual-Language Understanding: VILA 2’s Self-Augmentation and Specialist Knowledge Integration

AI NewsJuly 29, 202422Views 0Likes 0Comments

The field of language models has seen remarkable progress, driven by transformers and scaling efforts. OpenAI’s GPT series demonstrated the power of increasing parameters and high-quality data. Innovations like Transformer-XL expanded context windows, while models such as Mistral, Falcon, Yi, DeepSeek, DBRX, and Gemini pushed capabilities further. Visual language models (VLMs) have also advanced rapidly.…

AI achieves silver-medal standard solving International Mathematical Olympiad problems

OpenAIJuly 29, 202418Views 0Likes 0Comments

Acknowledgements We thank the International Mathematical Olympiad organization for their support. AlphaProof development was led by Thomas Hubert, Rishi Mehta and Laurent Sartran; AlphaGeometry 2 and natural language reasoning efforts were led by Thang Luong. AlphaProof was developed with key contributions from Hussain Masoom, Aja Huang, Miklós Z. Horváth, Tom Zahavy, Vivek Veeriah, Eric Wieser,…

Deploying dbt Projects At Scale On Google Cloud

Data ScienceJuly 29, 202416Views 0Likes 0Comments

Managing data models at scale is a common challenge for data teams using dbt (data build tool). Initially, teams often start with simple models that are easy to manage and deploy. However, as the volume of data grows and business needs evolve, the complexity of these models increases. This progression often leads to a monolithic…

The Complete Guide to AI Image Processing in 2024

UncategorisedJuly 26, 202421Views 0Likes 0Comments

With recent advances in artificial intelligence, document processing has been transforming rapidly. One such application is AI image processing. AI image recognition market was valued at approximately $2.6 billion in 2021 and is expected to grow to $6.6 billion by 2025! From AI image generators, medical imaging, drone object detection, and mapping to real-time face…

Comparing ANN and CNN on CIFAR-10: A Comprehensive Analysis | by Ravjot Singh | Jul, 2024

Human AiJuly 25, 202417Views 0Likes 0Comments

Are you curious about how different neural networks stack up against each other? In this blog, we dive into an exciting comparison between Artificial Neural Networks (ANN) and Convolutional Neural Networks (CNN) using the popular CIFAR-10 dataset. We’ll break down the key concepts, architectural differences, and real-world applications of ANNs and CNNs. Join us as…