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How to Write Memory-Efficient Classes in Python | by Siavash Yasini | Jan, 2024

Data ScienceJanuary 13, 2024181Views 0Likes 0Comments

Photo by Christian Dubovan on UnsplashThree tricks to prevent your data project from memory overflow A few years ago, I wrote a blog post on how to write memory-efficient loops in Python which became quite popular. The positive response encouraged me to write a second part, where I delve into additional memory optimization methods. When…

Achieving Efficiency and Responsiveness through IoT Edge Computing

IoTJanuary 13, 2024187Views 0Likes 0Comments

In the modern digital world, technology always changes to match what people and businesses need. The latest exciting technology is called the Internet of Things (IoT). It links everyday items and machines to the internet. This lets them gather, share, and study data. However, with more devices and data coming, it’s getting hard to handle…

Running Mixtral 8x7b On Google Colab For Free

Data AnalyticsJanuary 12, 2024270Views 0Likes 0Comments

Image by Author In this post, we will explore the new state-of-the-art open-source model called Mixtral 8x7b. We will also learn how to access it using the LLaMA C++ library and how to run large language models on reduced computing and memory. Mixtral 8x7b is a high-quality sparse mixture of experts…

Can a Single AI Model Conquer Both 2D and 3D Worlds? This AI Paper Says Yes with ODIN: A Game-Changer in 3D Perception

AI NewsJanuary 12, 2024181Views 0Likes 0Comments

Integrating two-dimensional (2D) and three-dimensional (3D) data is a significant challenge. Models tailored for 2D images, such as those based on convolutional neural networks, need to be revised for interpreting complex 3D environments. Models designed for 3D spatial data, like point cloud processors, often fail to effectively leverage the rich detail available in 2D imagery.…

Visualisation 101: Choosing the Best Visualisation Type | by Mariya Mansurova | Jan, 2024

Data ScienceJanuary 12, 2024200Views 0Likes 0Comments

I believe that the primary goal of analysts is to help their product teams make the right decisions based on data. It means that the main result of analysts’ work is not just getting some numbers or dashboards but influencing reasonable data-driven decisions. So, presenting the results of our research is a critical part of…

How to Copy Text From PDF?

UncategorisedJanuary 12, 2024186Views 0Likes 0Comments

If you've ever found yourself wrestling with PDFs, desperately trying to extract crucial information, you're in the right place. In this post, we're diving into the practical side of things – no frills, just five straightforward ways to copy text from PDFs. Whether you're a tech enthusiast, a student, or a professional navigating the digital…

Benefits, Use cases, and more

NanonetsJanuary 12, 2024200Views 0Likes 0Comments

Every day, millions of people sign up for different insurance policies for their and their families' security. However, with the rapid growth in the insurance sector, the industry has reached a point where growth can only be achieved through insurance automation. At the moment, while applying for a policy or making a claim, customers have…

KDnuggets News, January 10: CS Degree Program For Free • Prompt Engineering 101 • 2023: The Crazy AI Year

Data AnalyticsJanuary 12, 2024192Views 1Like 0Comments

This week on KDnuggets: Enroll in the free OSSU Computer Science degree program and launch your career in tech today • Understand what prompt engineering is, and to learn more about some of the most important techniques • The year of Generative AI in review • And much, much more! Source link

Meta and UC Berkeley Researchers Present Audio2Photoreal: An Artificial Intelligence Framework for Generating Full-Bodied Photorealistic Avatars that Gesture According to the Conversational Dynamics

AI NewsJanuary 12, 2024212Views 0Likes 0Comments

Avatar technology has become ubiquitous in platforms like Snapchat, Instagram, and video games, enhancing user engagement by replicating human actions and emotions. However, the quest for a more immersive experience led researchers from Meta and BAIR to introduce “Audio2Photoreal,” a groundbreaking method for synthesizing photorealistic avatars capable of natural conversations. Imagine engaging in a telepresent…

Deploy Tiny-Llama on AWS EC2. Learn how to deploy a real ML… | by Marcello Politi | Jan, 2024

Data ScienceJanuary 12, 2024208Views 0Likes 0Comments

Tiny-Llama logo (src: https://github.com/jzhang38/TinyLlama)Learn how to deploy a real ML application using AWS and FastAPI Introduction I have always thought that even the best project in the world does not have much value if people cannot use it. That is why it is very important to learn how to deploy Machine Learning models. In this…