Tue.Apr 09, 2024

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Vision Language Models: Introducing the new tiny VLM Moondream 2

Data Science Dojo

While language models in generative AI focus on textual data, vision language models (VLMs) bridge the gap between textual and visual data. Before we explore Moondream 2, let’s understand VLMs better. Understanding vision language models VLMs combine computer vision (CV) and natural language processing (NLP), enabling them to understand and connect visual information with textual data.

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Oracle Develops AI-Powered Solution to Fight Money Laundering

Analytics Vidhya

Oracle Financial Services has unveiled an innovative solution aimed at supporting banks’ efforts to combat money laundering. With the increasing complexity of compliance and the staggering $5.05 trillion expected to be laundered this year, the financial sector faces unprecedented challenges. In response, Oracle Financial Services has introduced the Oracle Financial Services Compliance Agent, an AI-powered […] The post Oracle Develops AI-Powered Solution to Fight Money Laundering appe

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Bringing MegaBlocks to Databricks

databricks

At Databricks, we’re committed to building the most efficient and performant training tools for large-scale AI models. With the recent release of DBRX.

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Struggle to Write? From Blank Page to Brilliant Content: Writesonic Hacks You NEED!

Analytics Vidhya

Introduction In a world where creating content is both an art and a need, writers regularly encounter the frightening image of a blank page and a flashing cursor. For those who wish to express themselves clearly and generate content, freelance, or operate enterprises, writer’s block can be a significant barrier. But amid this struggle, a […] The post Struggle to Write?

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Navigating the Future: Generative AI, Application Analytics, and Data

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?

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The Case of Homegrown Large Language Models

KDnuggets

Recent developments in building large language models (LLMs) to boost generative AI in local languages have caught everyone’s attention. This post focuses on the needs and challenges of homegrown LLMs amid the fast-evolving technology landscape.

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Comprehensive Guide on Non Parametric Tests

Analytics Vidhya

Introduction In this article, we will explore what is hypothesis testing, focusing on the formulation of null and alternative hypotheses, setting up hypothesis tests and we will deep dive into parametric and non-parametric tests, discussing their respective assumptions and implementation in python. But our main focus will be on non-parametric tests like the Mann-Whitney U […] The post Comprehensive Guide on Non Parametric Tests appeared first on Analytics Vidhya.

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10+ New Jobs in The Generative AI Era

Analytics Vidhya

Introduction Generative AI has been a hot topic of the 21st century. OpenAI’s ChatGPT, Google Gemini, Microsoft Copilot, and other tools got everybody’s attention and sparked a wave of innovation in artificial intelligence and natural language processing. The continuous development and investment by the leaders in the GenAI era created jobs in areas such as […] The post 10+ New Jobs in The Generative AI Era appeared first on Analytics Vidhya.

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The Collapse of Small Press Distribution

Hacker News

Last week, Diane Goettel was on vacation in Florida when she saw an alarming email on her phone. After 55 years, Small Press Distribution (SPD)—one of the last remaining independent book distributors in the US—was shutting down immediately, with no advance notice or transitional support.

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9 Best Open Source Text-to-Speech (TTS) Engines

Analytics Vidhya

Introduction If you are working on Artificial Intelligence or Machine learning models that require the best Text-to-Speech (TTS), then you are on the right path. Text-to-speech (TTS) technology, especially open source, has changed how we interact with digital content. This technology has come a long way; nowadays, we have access to some incredibly natural-sounding and […] The post 9 Best Open Source Text-to-Speech (TTS) Engines appeared first on Analytics Vidhya.

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The Internet Archive Just Backed Up an Entire Caribbean Island

Hacker News

By becoming the official custodian of an entire nation’s history for the first time, the Internet Archive is expanding its already outsize role in preserving the digital world for posterity.

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Get Better Network Graphs & Save Analysts Time

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.

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A Comprehensive Guide on Neural Networks

Analytics Vidhya

Introduction Decoding Neural Networks: Inspired by the intricate workings of the human brain, neural networks have emerged as a revolutionary force in the rapidly evolving domains of artificial intelligence and machine learning. However, before delving deeper into neural networks, it’s essential to grasp the distinction between machine learning and deep learning.

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Magnets are switching up the keyboard game

Hacker News

The next big thing in mechanical keyboards is magnetic switches. Mechanical keyboards quickly went from a niche product to mainstream during the pandemic, as everybody was looking to upgrade their home offices — and maybe for a new hobby, too.

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Archetype AI’s Newton Model Communicates with the Physical World in Real Time

Analytics Vidhya

In a world inundated with sensor data, understanding the intricate workings of the physical world has always been a challenge. However, a breakthrough has emerged in the form of Archetype AI’s Newton model. This new model revolutionizes how we interpret and interact with sensor data in real-time. Let’s explore its features and applications.

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San Francisco-to-L.A. overnight train inches closer to reality

Hacker News

A plan to utilize existing train tracks to offer a luxury overnight ride between two of California’s economic and cultural hubs is looking less and less like a fantasy.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

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.

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Convert Python Dict to JSON: A Tutorial for Beginners

KDnuggets

Learn how to convert a Python dictionary to JSON with this quick tutorial.

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Anger is eliminated with the disposal of a paper written because of provocation

Hacker News

Anger suppression is important in our daily life, as its failure can sometimes lead to the breaking down of relationships in families. Thus, effective strategies to suppress or neutralise anger have been examined. This study shows that physical disposal of a piece of paper containing one’s written thoughts on the cause of a provocative event neutralises anger, while holding the paper did not.

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The (Stick) Shift Left Route To Drift Control Secured Software

Adrian Bridgwater for Forbes

In software application development, we understand the need to shift left, but we’re often too reliant on existing procedures or brittle methodological practices.

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QCon London: Meta Used Monolithic Architecture to Ship Threads in Only Five Months

Hacker News

Zahan Malkani talked during QCon London 2024 about Meta’s journey from identifying the opportunity in the market to shipping the Threads application only five months later. The company leveraged Instagram's existing monolithic architecture and quickly iterated to create a new text-first microblogging service in record time.

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Understanding User Needs and Satisfying Them

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.

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Image Retrieval with IBM watsonx.data

IBM Data Science in Practice

Image Retrieval with IBM watsonx.data and Milvus (Vector) Database : A Deep Dive into Similarity Search What is Milvus? Milvus is an open-source vector database specifically designed for efficient similarity search across large datasets. Unlike traditional relational databases, Milvus excels at storing and searching high-dimensional vectors, which are mathematical representations that capture the essence of an image.

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Persistent interaction patterns across social media platforms and over time

Hacker News

Growing concern surrounds the impact of social media platforms on public discourse1–4 and their influence on social dynamics5–9, especially in the context of toxicity10–12. Here, to better understand these phenomena, we use a comparative approach to isolate human behavioural patterns across multiple social media platforms. In particular, we analyse conversations in different online communities, focusing on identifying consistent patterns of toxic content.

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Exploring Japan’s potential to lead global cryptocurrency trends

Dataconomy

Cryptocurrency has transformed from a specialized interest to a major force in global finance, contesting established monetary systems and introducing a novel approach to digital transactions. Reactions worldwide vary, with some countries welcoming the technology through positive regulations while others proceed cautiously or impose restrictions. Japan distinguishes itself with a forward-looking attitude toward cryptocurrency.

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$10 Million In Gold Disguised As Machine Parts Seized From Cargo Plane

Hacker News

Customs officials in Hong Kong seized 146 kilograms of gold late last month, worth an estimated $10 million. They discovered the gold on a cargo plane scheduled to leave for Japan, and officials now say the value of the seizure makes it the biggest gold smuggling case in Hong Kong’s history. What makes this case… Read more.

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Embedding BI: Architectural Considerations and Technical Requirements

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.

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Android Studio gets a major AI boost with Google Gemini

Dataconomy

Google has announced the integration of Gemini Pro into various offerings, with the latest update being an enhancement to the Android Studio’s bot. Android Studio bot with Gemini The reveal took place during the Google I/O developer conference in May 2023, where the Studio Bot, built on the PaLM-2 foundational model, was first introduced. This expansion of Gemini within Android Studio is now accessible in over 180 countries for users of the Android Studio Jellyfish edition.

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Penpot 2.0 Released

Hacker News

As it’s often the case with major releases, they feel both like the end of a journey and the beginning of a new one. Short clip showing all Let me first cover why Penpot 2.0 is such an impactful release. Once again, we delivered on our promise to bring developers and designers closer together. Our bold movement to build CSS Grid Layout and enable designers to create responsive interfaces matching coding constructs was unexpected.

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Microsoft opens a new AI-focused office in the UK

Dataconomy

Microsoft is set to establish a new branch in London, focusing exclusively on the research and development of artificial intelligence. Mustafa Suleyman, the head of AI at the technology company, announced that positions for “exceptional individuals” will be made available in the near and distant future, though the exact number of openings has not been disclosed.

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Embedding models

Hacker News

Embedding models are available in Ollama, making it easy to generate vector embeddings for use in search and retrieval augmented generation (RAG) applications.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

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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Knowledge Bases for Amazon Bedrock now supports custom prompts for the RetrieveAndGenerate API and configuration of the maximum number of retrieved results

AWS Machine Learning Blog

With Knowledge Bases for Amazon Bedrock , you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for Retrieval Augmented Generation (RAG). Access to additional data helps the model generate more relevant, context-specific, and accurate responses without retraining the FMs. In this post, we discuss two new features of Knowledge Bases for Amazon Bedrock specific to the RetrieveAndGenerate API: configuring the maximum number of results and creating custom prompts wi

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Interview with Yanis Varoufakis on Technofeudalism

Hacker News

In Yanis Varoufakis’ latest book, the former Greek finance minister argues that companies like Apple and Meta have treated their users like modern-day serfs.

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Discover The Top 10 Most Used OpenAI GPTs

Towards AI

Last Updated on April 9, 2024 by Editorial Team Author(s): Ahmed Fessi Originally published on Towards AI. In November 2023, almost one year after ChatGPT 3 was released, OpenAI announced GPTs, allowing users to create and publish their own conversational chatbots, customized as per their instructions, and have them available in the OpenAI marketplace.

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Stalwart mail server (self-hosted all-in-one mail server) now as an admin webui

Hacker News

We're thrilled to announce the release of Stalwart Mail Server version 0.7.0, a significant update that brings a wealth of features and improvements to enhance the performance and manageability of your email services. This release marks a pivotal moment in our journey to provide an email server solution that combines ease of use with robust performance, ensuring that your email infrastructure is both secure and efficient.

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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.