insideBIGDATA
APRIL 30, 2024
In this contributed article, Rick Echevarria, Vice President, Security Center of Excellence, Intel, touches on the growing importance of protecting AI models and the data they contain, as this data is often sensitive, private, or regulated. Leaving AI models and their data training sets unmanaged, unmonitored, and unprotected can put an organization at significant risk of data theft, fines, and more.
Analytics Vidhya
APRIL 30, 2024
Researchers from Google and DeepMind have introduced Med-Gemini, a new generation of AI models specifically tailored for medical applications. Building on the strengths of the 2023 Gemini models renowned for language processing, multimodal understanding, and long-context reasoning, Med-Gemini significantly enhances these capabilities for healthcare applications.
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databricks
APRIL 30, 2024
A good benchmark is one that clearly shows which models are better and which are worse. The Databricks Mosaic Research team is dedicated.
Analytics Vidhya
APRIL 30, 2024
Introduction Python is a popular programming language for its simplicity and readability. When it is combined with Jupyter Notebook, it offers interactive experimentation, documentation of code and data. This article discusses Python tricks in Jupyter Notebook to enhance coding experience, productivity, and understanding. Keyboard shortcuts, magic commands, interactive widgets, and visualization tools can streamline workflow […] The post Best Python Tricks in Jupyter Notebook appeared firs
Speaker: John Mansour
If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.
KDnuggets
APRIL 30, 2024
Exploring the merits of data science degrees vs courses, this analysis contrasts their depth, prestige, and practicality in job market preparation
Analytics Vidhya
APRIL 30, 2024
OpenAI has added a new ‘Memory’ feature for ChatGPT Plus subscribers. It allows the AI-powered chatbot to remember and utilize personalized information shared during conversations. This enhancement aims to streamline personalized interactions and improve the overall experience of using ChatGPT. Also Read: Open AI’s ChatGPT Announced a New Feature: Image Editing Understanding ChatGPT’s Memory Feature […] The post ChatGPT’s New ‘Memory’ Feature Enhances Personalized Interac
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Analytics Vidhya
APRIL 30, 2024
Introduction Every week, new and more advanced Large Language Models (LLMs) are released, each claiming to be better than the last. But how can we keep up with all these new developments? The answer is the LMSYS Chatbot Arena. The LMSYS Chatbot Arena is an innovative platform created by the Large Model Systems Organization, a […] The post From GPT-4 to Llama 3 LMSYS Chatbot Arena Ranks Top LLMs appeared first on Analytics Vidhya.
databricks
APRIL 30, 2024
We are proud to announce that Forrester has recognized Databricks as a Leader with the highest scores in both current offering and strategy.
Analytics Vidhya
APRIL 30, 2024
Introduction Have you heard about GPT2-chatbot? It has set the whole town abuzz! This new artificial intelligence (AI) model has recently emerged and is causing quite a stir in the tech community. This enigmatic model has been released without official documentation, leading to speculation about its origins and capabilities. However, with its impeccable performance compared […] The post GPT2-chatbot: Is it Better than GPT4 and Claude Opus?
KDnuggets
APRIL 30, 2024
Many businesses rush to adopt AI but fail due to poor strategy. This post serves as your go-to playbook for success.
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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?
Analytics Vidhya
APRIL 30, 2024
Are you ready to fuel your creativity? Join our Prompt Battle! Share your prompts and let’s create magic together. Whether you’re a seasoned creator or just starting out, this is your chance to shine. Drop yourprompts in the comments and let the battle for brilliance begin! How does it Work? Step 1: You give us […] The post Let the Prompt Battle Begin #12 appeared first on Analytics Vidhya.
Machine Learning Research at Apple
APRIL 30, 2024
We show that large language models (LLMs) can be adapted to be generalizable policies for embodied visual tasks. Our approach, called Large LAnguage model Reinforcement Learning Policy (LLaRP), adapts a pre-trained frozen LLM to take as input text instructions and visual egocentric observations and output actions directly in the environment. Using reinforcement learning, we train LLaRP to see and act solely through environmental interactions.
Analytics Vidhya
APRIL 30, 2024
Introduction With the development of AI in 2024, small businesses can now affordably and quickly produce logos of superior quality. Customized logos are created by these technologies based on user preferences and brand identity using AI and machine learning algorithms. Small companies may now design distinctive and polished logos that make an impression on their […] The post Top 6 AI Logo Generators for Small Businesses in 2024 appeared first on Analytics Vidhya.
Hacker News
APRIL 30, 2024
Square Enix expects to recognize extraordinary losses of 22.1 billion yen in “content abandonment losses” for the fiscal year ended March 2024, the company announced.
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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.
Analytics Vidhya
APRIL 30, 2024
Introduction Retriever is the most important part of the RAG(Retrieval Augmented Generation) pipeline. In this article, you will implement a custom retriever combining Keyword and Vector search retriever using LlamaIndex. Chat with Multiple Documents using Gemini LLM is the project use case on which we will build this RAG pipeline. To begin with the project, […] The post Build Custom Retriever using LLamaIndex and Gemini appeared first on Analytics Vidhya.
Hacker News
APRIL 30, 2024
The U.S. Drug Enforcement Administration will move to reclassify marijuana as a less dangerous drug, a historic shift to generations of American drug policy that could have wide ripple effects across the country.
Analytics Vidhya
APRIL 30, 2024
Introduction This article aims to create an AI-powered RAG and Streamlit chatbot that can answer users questions based on custom documents. Users can upload documents, and the chatbot can answer questions by referring to those documents. The interface will be generated using Streamlit, and the chatbot will use open-source Large Language Model (LLM) models, making […] The post RAG and Streamlit Chatbot: Chat with Documents Using LLM appeared first on Analytics Vidhya.
Hacker News
APRIL 30, 2024
Kevin Buzzard discusses the project to prove Fermat's Last Theorem in Lean. Introduction Fermat's Last Theorem (FLT) is the claim that some abstract equation has no solutions in positive integers.
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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.
Machine Learning Research at Apple
APRIL 30, 2024
In this paper, we introduce a novel approach to automatically assign entity labels to images from existing noisy image-text pairs. The approach employees a named entity recognition model to extract entities from text, and uses a CLIP model to select the right entities as the labels of the paired image. The approach is simple, and can be readily scaled up to billions of image-text pairs mined from the web, through which we have successfully created a dataset with 2 millions of distinct entities.
Hacker News
APRIL 30, 2024
Apple is testing a version of its Safari web browser that includes UI tweaks, advanced content blocking features, and a new AI-powered tool dubbed Intelligent Search, AppleInsider has learned.
Machine Learning Research at Apple
APRIL 30, 2024
Despite their remarkable achievements, modern Large Language Models (LLMs) encounter exorbitant computational and memory footprints. Recently, several works have shown significant success in training-free and data-free compression (pruning and quantization) of LLMs achieving 50-60% sparsity and reducing the bit-width down to 3 or 4 bits per weight, with negligible perplexity degradation over the uncompressed baseline.
Hacker News
APRIL 30, 2024
An engineer has shared his journey in 'building a GPU from scratch with no prior experience.' As with his prior project of designing a CPU from scratch, Adam Majmudar took just two weeks to complete this cerebral feat.
Speaker: Scott Sehlhorst
We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.
Machine Learning Research at Apple
APRIL 30, 2024
Contrastive learning typically matches pairs of related views among a number of unrelated negative views. Views can be generated (e.g. by augmentations) or be observed. We investigate matching when there are more than two related views which we call poly-view tasks, and derive new representation learning objectives using information maximization and sufficient statistics.
Hacker News
APRIL 30, 2024
It took more than ten years of full-time work for Rama to go from an idea to a production system. I shudder to think of how long it would have taken without Clojure. Rama is a programming platform that integrates and generalizes backend development.
Machine Learning Research at Apple
APRIL 30, 2024
We investigate the capabilities of transformer models on relational reasoning tasks. In these tasks, models are trained on a set of strings encoding abstract relations, and are then tested out-of-distribution on data that contains symbols that did not appear in the training dataset. We prove that for any relational reasoning task in a large family of tasks, transformers learn the abstract relations and generalize to the test set when trained by gradient descent on sufficiently large quantities o
Hacker News
APRIL 30, 2024
UnitedHealth's CEO said in congressional testimony that the portal used by the hackers to break into Change Healthcare was not protected with a basic security feature.
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While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.
databricks
APRIL 30, 2024
We are excited to announce that Databricks on AWS GovCloud is now in public preview and that we recently earned our first FedRAMP® High agency ATO! We are ready today to support your International Traffic in Arms Regulations (ITAR) and HIPAA use cases; the Provisional Authorization for DoD Impact Level 5 (IL5) is expected soon. In this blog, we will cover the Databricks products that are now available in AWS GovCloud and how to enable your Databricks workloads to help you meet the applicable con
Hacker News
APRIL 30, 2024
OpenTofu 1.7.0 is now available with full state encryption, dynamic provider-defined functions, the removed and loopable import blocks, new migration guides, and much more.
Machine Learning Research at Apple
APRIL 30, 2024
This paper was accepted at the How Far Are We from AGI? workshop at ICLR 2024. Vision-Language Models (VLMs) such as GPT-4V have recently demonstrated incredible strides on diverse vision language tasks. We dig into vision-based deductive reasoning, a more sophisticated but less explored realm, and find previously unexposed blindspots in the current SOTA VLMs.
Hacker News
APRIL 30, 2024
Penpot is the open-source free design software that connects designers and developers with no handoff drama. Prototyping, UI design and code - all in one app.
Speaker: Timothy Chan, PhD., Head of Data Science
Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.
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