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Generative AI Playground: LLMs with Camel-5b and Open LLaMA 3B on the Latest Intel® GPU

Data AnalyticsFebruary 8, 2024108Views 0Likes 0Comments

Sponsored Content Intel offers a thrilling glimpse into the next generation of AI, showcasing the power of Camel-5b and Open LLaMA 3B LLMs. Energized by Intel's advanced GPU technology, these models construct useful language modeling tasks, even with very complex prompts. To find out more about these developments, check out the article…

But What is Backpropagation, Really? (Part 1) | by Matthew Chak | Feb, 2024

Data ScienceFebruary 8, 202494Views 0Likes 0Comments

Implementing a simple neural network framework from scratch Trees — the core of computation. Source: Adrian Infernus on Unsplash.Despite doing some work and research in the AI ecosystem for some time, I didn’t truly stop to think about backpropagation and gradient updates within neural networks until recently. This article seeks to rectify that and will…

The 7 Best BILL Alternatives & Competitors for 2024

UncategorisedFebruary 7, 202486Views 0Likes 0Comments

Finding the right AP automation software or best accounts payable software for your business isn’t easy. Many options exist, and today’s AI gold rush means new options pop up daily. That’s why looking to mature industry mainstays tends to be a safer bet than gambling your company’s compliance and cash flow on an upstart that…

Sentiment Analysis in Python: Going Beyond Bag of Words

Data AnalyticsFebruary 7, 202490Views 0Likes 0Comments

Image created on DALL-E Do you know that election results can be predicted to some extent by doing sentiment analysis? Data science can be both amusing and very useful when applied to real-life situations rather than working with mock datasets. In this article, we will conduct a brief case study using Twitter data.…

How to Create Synthetic Data. Go from Nothing to a Complete Dataframe… | by Kurt Klingensmith | Feb, 2024

Data ScienceFebruary 7, 2024103Views 0Likes 0Comments

Go from nothing to a complete dataframe with Python Photo by Joshua Sortino on Unsplash.After submitting a recent article to Towards Data Science’s editorial team, I received a message back with a simple inquiry: are the datasets licensed for commercial use? It was a great question — the datasets in my draft came from Seaborn,…

5 FREE Courses on AI and ChatGPT to Take You From 0-100

Data AnalyticsFebruary 7, 2024114Views 0Likes 0Comments

Image by DALLE 3 What a time to be alive. And what better time to learn about the elements of AI such as Generative AI, particularly ChatGPT than now! Many people are interested in the sector, but some need more knowledge on how to get there. This blog provides you with a list…

Nine Rules for Accessing Cloud Files from Your Rust Code | by Carl M. Kadie | Feb, 2024

Data ScienceFebruary 7, 2024115Views 0Likes 0Comments

Practical lessons from upgrading Bed-Reader, a bioinformatics library Rust and Python reading DNA data directly from the cloud — Source: https://openai.com/dall-e-2/. All other figures from the author.Would you like your Rust program to seamlessly access data from files in the cloud? When I refer to “files in the cloud,” I mean data housed on web…

Breaking Down DENSE_RANK(): A Step-by-Step Guide for SQL Enthusiasts

Data AnalyticsFebruary 6, 202488Views 0Likes 0Comments

Image by Editor In today's data-driven world, SQL (Structured Query Language) stands as a cornerstone for managing and manipulating database systems. A core component of SQL's power and flexibility lies in its window functions, a category of functions that perform calculations across sets of rows related to the current row. Imagine you're looking…

Microsoft Researchers Introduce StrokeNUWA: Tokenizing Strokes for Vector Graphic Synthesis

AI NewsFebruary 6, 202491Views 0Likes 0Comments

Natural Language Processing (NLP) is one area where Large transformer-based Language Models (LLMs) have achieved remarkable progress in recent years. Also, LLMs are branching out into other fields, like robotics, audio, and medicine. Modern approaches allow LLMs to produce visual data using specialized modules like VQ-VAE and VQ-GAN, which convert continuous visual pixels into discrete…

Set up a local LLM on CPU with chat UI in 15 minutes | by Kasper Groes Albin Ludvigsen | Feb, 2024

Data ScienceFebruary 6, 2024114Views 0Likes 0Comments

This blog post shows how to easily run an LLM locally and how to set up a ChatGPT-like GUI in 4 easy steps. Photo by Liudmila Shuvalova on UnsplashThanks to the global open source community, it is now easier than ever to run performant large language models (LLM) on consumer laptops or CPU-based servers and…