Tue.Dec 12, 2023

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Top 26 Data Science Tools for Data Scientists in 2024

Analytics Vidhya

Introduction The field of data science is evolving rapidly, and staying ahead of the curve requires leveraging the latest and most powerful tools available. In 2024, data scientists have a plethora of options to choose from, catering to various aspects of their work, including programming, big data, AI, visualization, and more. This article explores the […] The post Top 26 Data Science Tools for Data Scientists in 2024 appeared first on Analytics Vidhya.

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Get Lit: 5 Steps to Building your Organization’s Data Literacy as you Prep for AI

insideBIGDATA

In this contributed article, Christine Andrukonis, Workplace Transformation Expert and founder of Notion Consulting, believes that the ultimate goal of data literacy is to provide a framework for data-driven decision-making. Nothing is stopping you from developing a learning program that’s also fun, engaging, and beneficial to employees in all parts of their lives.

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How Do Vector Databases Shape the Future of Generative AI Solutions?

Analytics Vidhya

Introduction In the rapidly evolving landscape of generative AI, the pivotal role of vector databases has become increasingly apparent. This article dives into the dynamic synergy between vector databases and generative AI solutions, exploring how these technological bedrocks are shaping the future of artificial intelligence creativity. Join us on a journey through the intricacies of […] The post How Do Vector Databases Shape the Future of Generative AI Solutions?

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Lakehouse Monitoring: A Unified Solution for Quality of Data and AI

databricks

Introduction Databricks Lakehouse Monitoring allows you to monitor all your data pipelines – from data to features to ML models – without additional too.

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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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Unveiling the Inner Workings: A Deep Dive into BERT’s Attention Mechanism

Analytics Vidhya

Introduction BERT, short for Bidirectional Encoder Representations from Transformers, is a system leveraging the transformer model and unsupervised pre-training for natural language processing. Being pre-trained, BERT learns beforehand through two unsupervised tasks: masked language modeling and sentence prediction. This enables tailoring BERT for specific tasks without starting from scratch.

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Heard on the Street – 12/12/2023

insideBIGDATA

Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.

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More Trending

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How AI Assessment Works

Adrian Bridgwater for Forbes

Before AI is turned on, we need AI assessment workshops, AI advisory clinics and so-called Proof-of-Concept (PoC) labs and private partner preview programs.

AI 283
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Controversy Surrounds: Grok Uses OpenAI Code for Training

Analytics Vidhya

Elon Musk’s latest venture is the generative AI-based chatbot Grok. It finds itself amid controversy as allegations emerge, suggesting the use of OpenAI code in its training. This controversy adds a new layer to the complex history involving Elon Musk, OpenAI, and Sam Altman, the current CEO of OpenAI. The Allegations Unveiled Recent claims suggest […] The post Controversy Surrounds: Grok Uses OpenAI Code for Training appeared first on Analytics Vidhya.

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Strategies for Optimizing Performance and Costs When Using Large Language Models in the Cloud

KDnuggets

There are many cases where your LLM underperforms and costs you too much in the cloud platform. Simple strategies help you avoid that.

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Top 10 Large Language Models on Hugging Face

Analytics Vidhya

Introduction Hugging Face has become a treasure trove for natural language processing enthusiasts and developers, offering a diverse collection of pre-trained language models that can be easily integrated into various applications. In the world of Large Language Models (LLMs), Hugging Face stands out as a go-to platform. This article explores the top 10 LLM models […] The post Top 10 Large Language Models on Hugging Face appeared first on Analytics Vidhya.

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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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Delivering cost-effective data in real time with dbt and Databricks

databricks

As businesses grow, data volumes scale from GBs to TBs (or more), and latency demands go from hours to minutes (or less), making.

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Microsoft Joins Forces with American Labor Unions for AI Workforce Discussion

Analytics Vidhya

Microsoft has recently forged a significant alliance with the American Federation of Labour and Congress of Industrial Organizations to initiate a comprehensive dialogue on the influence of artificial intelligence (AI) on the workforce. This strategic partnership aims to understand, adapt, and regulate the transformative impact of AI, recognizing the crucial role played by workers in […] The post Microsoft Joins Forces with American Labor Unions for AI Workforce Discussion appeared first o

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Toyota hit by Medusa ransomware, compromising customer data

Dataconomy

Toyota Financial Services (TFS), a subsidiary of Toyota Motor Corporation, has fallen victim to a cyberattack, with the notorious Medusa ransomware gang claiming responsibility. This breach has resulted in the exposure of a substantial amount of sensitive data, leading to heightened tensions and potential threats to customer privacy. German news site Heise published details about the breach. $8 million demand and data leak loom Last month, unauthorized access was detected in Toyota’s syste

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Phi-2: The surprising power of small language models

Hacker News

Phi-2 is now accessible on the Azure model catalog. Its compact size and new innovations in model scaling and training data curation make it ideal for exploration around mechanistic interpretability, safety improvements, and fine-tuning experimentation on a variety of tasks.

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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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Mind-reading AI can translate brainwaves into written text

Flipboard

A system that records the brain's electrical activity through the scalp can turn thoughts into words with help from a large language model – but the results are far from perfect

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Cloud engineer gets 2 years for wiping ex-employer’s code repos

Hacker News

Miklos Daniel Brody, a cloud engineer, was sentenced to two years in prison and a restitution of $529,000 for wiping the code repositories of his former employer in retaliation for being fired by the company. [.

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AI is forcing teachers to confront an existential question

Flipboard

“Remember what I told you last week? Forget it.” This is how Marc Watkins starts many a faculty meeting in the University of Mississippi’s Department of Writing and Rhetoric.

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GM Says It's Dropping Apple CarPlay And Android Auto Because They're Unsafe

Hacker News

GM is still dealing with the fallout of its decision to drop Apple CarPlay and Android Auto in favor of developing its own in-house system. In the last eight months, the company has had to deal with skeptical dealers while still maintaining its in-house system will be “ compelling.” Since neither of those options have… Read more.

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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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Meta’s AI for Ray-Ban smart glasses can identify objects and translate languages

Flipboard

Saying “Hey Meta” while wearing the Ray-Ban smart glasses will summon a virtual assistant that sees and hears what’s happening around you. Meta is finally going to let people try its splashiest AI features for the Meta Ray-Ban smart glasses, though in an early access test to start.

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Hasbro lays off nearly 20% of its workers two weeks before Christmas

Hacker News

Hasbro, the owner of Magic: The Gathering and Dungeons & Dragons, has cut 1,100 jobs two weeks before Christmas. It’s unclear how these high-profile brands are impacted.

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AI-generated news anchors show off superhuman abilities

Flipboard

There's a new global news network launching in 2024 which completely ditches humans for AI-generated newsreaders – and they're showing off some superhuman capabilities that make it very clear: the days of the human news presenter are numbered.

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Zapping manure with special electrode to produce fertilizers, other chemicals

Hacker News

The researchers' preliminary analyses show it could offer considerable benefits by cutting water and air pollution while simultaneously creating products that farmers could use or sell.

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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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Cyborg computer with living brain organoid aces machine learning tests

Flipboard

Scientists have grown a tiny brain-like organoid out of human stem cells, hooked it up to a computer, and demonstrated its potential as a kind of organic machine learning chip, showing it can quickly pick up speech recognition and math predictions.

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'Biocomputer' combines lab-grown brain tissue with electronic hardware

Hacker News

A system that integrates brain cells into a hybrid machine can recognize voices. A system that integrates brain cells into a hybrid machine can recognize voices.

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Microsoft releases Phi-2, a small language model AI that outperforms Llama 2, Mistral 7B

Flipboard

The rapid pace of generative AI news and announcements isn’t slowing down, even as we reach the final stretches of 2023 and the traditional winter holiday quiet period.

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Professor in Jordan sues sleuth who exposed citation anomalies

Hacker News

Solal Pirelli A PhD student in Switzerland who blogged about a series of dubious conferences linked to potential citation fraud is being sued by one of the conference chairs, a professor of computer science, Retraction Watch has learned.

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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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Essential AI Comes Out of Stealth With $57 Million in Funding

Flipboard

The startup was founded by two co-authors of a famous Google AI paper Essential AI, an artificial intelligence startup founded by two authors of a …

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The new local data stack: Integrating Dagster, dbt and DuckDB

Hacker News

Lean and efficient MDS experience: Delivers better software engineering practices to the data ecosystem with the new local MDS stack comprised of Dagster, dbt and DuckDB which offers better developer productivity by enhancing testability of the E2E pipeline.

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Some AI Startups Find the Money’s No Longer So Easy

Flipboard

The venture capital gravy train for artificial intelligence startups may be slowing down. Some young startups have struggled to close rounds investors would have jumped to win a year ago. Take Liquid AI, which is developing a new kind of AI model that can learn while in use, not just during its.

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Cats Kill a Staggering Number of Species across the World

Hacker News

Domestic cats are cherished human companions, but a new study shows the enormous breadth of species the felines prey on when they are left to roam freely

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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.